cavemem

Bash input={"command":"echo \"=== status ===\" && rtk git status --short && echo \"(clean if empty)\" && echo \"=== sample-project intact? ===\" && rtk ls dataset/ && rtk ls dataset/sample-project/ | head -3 && echo \"=== ground-truth intact? ===\" && rtk ls -la dataset/ground-truth.md dataset/README.md dataset/improvement/","description":"Verify main repository clean and dataset intact"} output={"stdout":"=== status ===\nok(clean if empty)\n=== sample-project intact? ===\nbenchmark/\nimprovement/\nsample-project/\nREADME.md 3.9K\nground-truth.md 6.7K\ntemplates/\nREADME.md 1.5K\napi.py 1.0K\n=== ground-truth intact? ===\ndataset/README.md  3.9K\ndataset/ground-truth.md  6.7K\n210d08f-recommendations.md 2.9K","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"rtk git worktree remove -f -f /home/etc/claude-code/work/bench-08191fc && rtk git branch -D bench/08191fc; echo \"=== worktrees ===\" && rtk git worktree list && echo \"=== branches ===\" && rtk git branch && echo \"=== path gone? ===\" && rtk ls /home/etc/claude-code/work/bench-08191fc 2>&1 | head -1","description":"Remove benchmark worktree and branch"} output={"stdout":"ok\nok\n=== worktrees ===\n/home/etc/claude-code/work/beehive-kfi 08191fc [master]\n=== branches ===\n* master\n remote-only (2):\n main\n test/reviewer-agent\n=== path gone? ===\n/usr/bin/ls: cannot access '/home/etc/claude-code/work/bench-08191fc': No such file or directory","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"mkdir -p dataset/benchmark/08191fc-partial && rtk rsync - --exclude='.venv' --exclude='.pytest_cache' --exclude='__pycache__' --exclude='.coverage' /home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/ dataset/benchmark/08191fc-partial/docs/ && cp /home/etc/claude-code/work/bench-08191fc/dataset/sample-project/knowledge-graph.yaml dataset/benchmark/08191fc-partial/ 2>/dev/null; find dataset/benchmark/08191fc-partial -type f | sort && echo \"=== ignored? ===\" && git … output={"stdout":"dataset/benchmark/08191fc-partial/docs/orchestrator/_heartbeat.json\ndataset/benchmark/08191fc-partial/docs/sre/audit-findings.md\ndataset/benchmark/08191fc-partial/docs/sre/business-flow-feature.md\ndataset/benchmark/08191fc-partial/docs/sre/business-flow.md\ndataset/benchmark/08191fc-partial/docs/sre/tickets-to-raise.md\ndataset/benchmark/08191fc-partial/knowledge-graph.yaml\n=== ignored? ===\n.gitignore:52:dataset/benchmark/\tdataset/benchmark/08191fc-partial","stderr":"","interrup…

clean up benchmar run on this session

Bash input={"command":"rtk wc -l /tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/daa5bde0-53b0-4224-9ee0-27573253a6f3/tasks/ac1e3d6064bd1f551.output 2>&1; tail -c 3000 /tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/daa5bde0-53b0-4224-9ee0-27573253a6f3/tasks/ac1e3d6064bd1f551.output 2>&1","description":"Read tail of agent output file"} output={"stdout":"68\n actors. Reconcile against $KDOCS standard than adopting it verbatim where it cannot apply.\\n- Specify full DDL (columns, PK, FK types, nullability, indexes) for every table you name: 5 DB-03 split tables, `merchants`, `disbursements`, `recon_exceptions`.\\n- Declare BQ-side `amount_idr` type expectation and state what happens if it is FLOAT64 (this may need ticket to Data Eng to confirm).\\n- Fix nullable-under-UNIQUE on `external_ref`, `is_active` b…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project && echo \"=== documentation tree ===\" && find documentation -type f 2>/dev/null | sort && echo \"=== heartbeat ===\" && rtk read documentation/orchestrator/_heartbeat.json 2>/dev/null && echo \"=== git status ===\" && rtk git status --short 2>&1 | head -30","description":"Inspect artifacts left by stopped run"} output={"stdout":"=== documentation tree ===\ndocs/orchestrator/_heartbeat.json\ndocs/sre/audit-findings.md\ndocs/sre/business-flow-feature.md\ndocs/sre/business-flow.md\ndocs/sre/tickets-to-raise.md\n=== heartbeat ===\n{\n \"phase\": \"1_SRE_AUDIT\",\n \"iteration\": 0,\n \"ts\": \"2026-07-15T00:00:00Z\",\n \"last_subagent\": \"knowledge-graph-agent (FULL scan)\",\n \"sre_gate\": \"pending\",\n \"playwright_decision\": null,\n \"staging_url\": null,\n \"knowledge_graph\": \"current\",\n \"knowledge_gr…

<task-notification>
<task-id>ac1e3d6064bd1f551</task-id>
<tool-use-id>toolu_01WLeJRjRwrAcdrnvHrCoPwP</tool-use-id>
<output-file>/tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/daa5bde0-53b0-4224-9ee0-27573253a6f3/tasks/ac1e3d6064bd1f551.output</output-file>
<status>killed</status>
<summary>Agent "Benchmark orchestrator run" was stopped by user</summary>
<note> task-notification fires each time this agent stops with no live background children of its own. user can send it another message and resume it, so same task-id may notify more than once.</note>
<result>Drift count 17 — and top two are spec-level self-contradictions, not implementation risks. This is precisely what Phase 1.5 exists to catch: recon `FULL OUTER JOIN` as specified joins BIGINT surrogate against BigQuery strings, so primary job could not have run. Per contract, drift &gt; 0 means SRE revises before gate.</result>
</task-notification>

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre && echo \"=== TODO/TBD/PENDING ===\" && rtk grep -rni \"TODO\\|TBD\\|PENDING\\|FIXME\". || echo \"none\"; echo \"=== stale sales_owner_user_id as target ===\" && rtk grep -rn \"sales_owner_user_id =:\". || echo \"none\"; echo \"=== merchant_id BIGINT ===\" && rtk grep -rn \"merchant_id.*BIGINT\\|merchant_id BIGINT\". || echo \"none\"; echo \"=== external_ref ===\" && rtk grep -rn \"external_ref\".","des… output={"stdout":"=== TODO/TBD/PENDING ===\n./audit-findings.md:27:6. **`SCOPE:` Who writes `disbursements` ledger, and what is `outstanding_amount_idr`?** DB-04 introduces ledger recon compares against, but nothing in this repository writes per-disbursement rows — today's producer writes only aggregate snapshot (`db.py:77`). ** recon cannot function until some upstream system emits disbursement events**, so this is hard dependency of primary job, not schema detail. Related and unr…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/tickets-to-raise.md","old_string":" Tables we would want replicated (staging + production):\n - `merchants` — merchant master records\n - `disbursements` — new per-disbursement ledger\n - `merchant_kyc` — KYC workflow state\n - `audit_logs` — compliance audit trail","new_string":" Tables we would want replicated (staging + production):\n - `merchants` — merchant master records\n - `disbursements` — new… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/tickets-to-raise.md","oldString":" Tables we would want replicated (staging + production):\n - `merchants` — merchant master records\n - `disbursements` — new per-disbursement ledger\n - `merchant_kyc` — KYC workflow state\n - `audit_logs` — compliance audit trail","newString":" Tables we would want replicated (staging + production):\n - `merchants` — merchant master records\n - `disbursements` — new pe…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/tickets-to-raise.md","old_string":" Also to be explicit: we are **not** asking to replicate our local `disbursements` into `finance.disbursement`. recon job's entire purpose is to compare two independently-sourced figures — collapsing them into one source would defeat it.\n\n ","new_string":" Also to be explicit: we are **not** asking to replicate our local `disbursements` into `finance.disburs… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/tickets-to-raise.md","oldString":"  Also to be explicit: we are **not** asking to replicate our local `disbursements` into `finance.disbursement`. The recon job's entire purpose is to compare two independently-sourced figures — collapsing them into one source would defeat it.\n\n  thank you","newString":"  Also to be explicit: we are **not** asking to replicate our local `disbursements` into `finance.disburseme…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","old_string":"4. **`sales` scoping key unverified** — nothing reads `sales_owner_user_id` today; SAML NameID is `email` while column is named `..._user_id`. Must be confirmed against live data before `sales` ships, or scoping may fail open (RBAC-05).\n5. **Airflow availability** — decides SD-06's recommendation vs its fallback. Asked in Ticket 1.","new_string":"4. **`sales` scoping key un… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","oldString":"4. **`sales` scoping key unverified** — nothing reads `sales_owner_user_id` today; SAML NameID is `email` while column is named `..._user_id`. Must be confirmed against live data before `sales` ships, or scoping may fail open (RBAC-05).\n5. **Airflow availability** — decides SD-06's recommendation vs its fallback. Asked in Ticket 1.","newString":"4. **`sales` scoping key unver…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","old_string":"- **Tenant boundary:** single-tenant internal. only intra-tenant boundary is `sales` row-level scoping — which today does not exist (RBAC-05) and whose key mapping is **unverified against live data** (Open Question 4). Until human confirms SAML subject format matches `sales_owner_user_id` (`db.py:79`), `sales` scoping cannot be trusted to fail closed.","new_string":"- … output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","oldString":"- **Tenant boundary:** single-tenant internal. only intra-tenant boundary is `sales` row-level scoping — which today does not exist (RBAC-05) and whose key mapping is **unverified against live data** (Open Question 4). Until human confirms SAML subject format matches `sales_owner_user_id` (`db.py:79`), `sales` scoping cannot be trusted to fail closed.","newString":"- **T…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","old_string":"| **sales** | Internal employee | **Read-only**, scoped to own accounts only. No recon actions, no writes. | JumpCloud group `sales` + server-side `WHERE sales_owner_user_id =:subject` |","new_string":"| **sales** | Internal employee | **Read-only**, scoped to own accounts only. No recon actions, no writes. | JumpCloud group `sales` + server-side `WHERE sales_owner_subject =:s… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","oldString":"| **sales** | Internal employee | **Read-only**, scoped to own accounts only. No recon actions, no writes. | JumpCloud group `sales` + server-side `WHERE sales_owner_user_id =:subject` |","newString":"| **sales** | Internal employee | **Read-only**, scoped to own accounts only. No recon actions, no writes. | JumpCloud group `sales` + server-side `WHERE sales_owner_subject =:saml…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","old_string":"State changes requiring `audit_logs` row:\n\n| Change | Origin | Actor |\n|---|---|---|\n| Onboarding create/edit | Workflow 1 | SAML subject (human) |\n| Event-driven merchant update | Workflow 2 (consumer) | Upstream system id + `event_id` |\n| Recon exception resolution | Workflow 4 | SAML subject (human) |\n| Recon run | Workflow 3 | Job identity + `business_date` |\n\nAd… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","oldString":"State changes requiring `audit_logs` row:\n\n| Change | Origin | Actor |\n|---|---|---|\n| Onboarding create/edit | Workflow 1 | SAML subject (human) |\n| Event-driven merchant update | Workflow 2 (consumer) | Upstream system id + `event_id` |\n| Recon exception resolution | Workflow 4 | SAML subject (human) |\n| Recon run | Workflow 3 | Job identity + `business_date` |\n\nAdop…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","old_string":"| RDS PostgreSQL | `merchants`, `merchant_kyc`, `merchant_owners`, `merchant_bank_accounts`, `merchant_commercial_terms`, `merchant_integrations`, **`disbursements`** (new ledger), **`audit_logs`** | Split of ~80-column table (DB-03). `disbursements` is what makes recon possible at all (DB-04). `audit_logs` per `$KDOCS/postgres/audit_logs.sql` |","new_string":"| RDS PostgreS… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","oldString":"| RDS PostgreSQL | `merchants`, `merchant_kyc`, `merchant_owners`, `merchant_bank_accounts`, `merchant_commercial_terms`, `merchant_integrations`, **`disbursements`** (new ledger), **`audit_logs`** | Split of ~80-column table (DB-03). `disbursements` is what makes recon possible at all (DB-04). `audit_logs` per `$KDOCS/postgres/audit_logs.sql` |","newString":"| RDS PostgreSQL …

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","old_string":"### Workflow 4 — Exception resolution (ops)\nops reviews recon report and closes out discrepancies through UI. Each resolution writes `audit_logs` — this is where recon variance gets closed, and it is compliance-relevant state change.","new_string":"### Workflow 4 — Exception resolution (ops)\nops reviews recon report and closes out discrepancies through t… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","oldString":"### Workflow 4 — Exception resolution (ops)\nops reviews recon report and closes out discrepancies through UI. Each resolution writes `audit_logs` — this is where recon variance gets closed, and it is compliance-relevant state change.","newString":"### Workflow 4 — Exception resolution (ops)\nops reviews recon report and closes out discrepancies through …

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","old_string":" ├── Postgres: per-merchant SUM(amount_idr) FROM disbursements\n │ WHERE disbursed_at >=:window_start AND <:window_end ← new ledger (DB-04)\n │\n ├── FULL OUTER JOIN on merchant_id → classify each merchant:\n │ matched | amount_mismatch | missing_in_local | missing_in_bq\n │ (exact NUMERIC comparison — never float, DATABASE-… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","oldString":" ├── Postgres: per-merchant SUM(amount_idr) FROM disbursements\n │ WHERE disbursed_at >=:window_start AND <:window_end ← new ledger (DB-04)\n │\n ├── FULL OUTER JOIN on merchant_id → classify each merchant:\n │ matched | amount_mismatch | missing_in_local | missing_in_bq\n │ (exact NUMERIC comparison — never float, DB-05…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":"- Index naming `idx_<table>_<col>`; queue naming derived from Terraform module's `<entity>-<product>-<project>` tagging (see SD-03).\n- `admin` is dropped and folds into `ops` (§0 / Round-2 resolution) — audited as two-role target.","new_string":"- Index naming `idx_<table>_<col>`; queue naming derived from Terraform module's `<entity>-<product>-<project>` tagging (se… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":"- Index naming `idx_<table>_<col>`; queue naming derived from Terraform module's `<entity>-<product>-<project>` tagging (see SD-03).\n- `admin` is dropped and folds into `ops` (§0 / Round-2 resolution) — audited as two-role target.","newString":"- Index naming `idx_<table>_<col>`; queue naming derived from Terraform module's `<entity>-<product>-<project>` tagging (see S…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":"4. **`SCOPE:` `sales` scoping key is UNVERIFIED against live data** (carried forward from §0 KEY ASSUMPTIONS). `sales_owner_user_id` (`db.py:79`) is read by nothing today (`grep`: no reference outside DDL). human must confirm JumpCloud SAML subject format matches values in that column **before** `sales` scoping is trusted. If it does not match, `sales` sc… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":"4. **`SCOPE:` `sales` scoping key is UNVERIFIED against live data** (carried forward from §0 KEY ASSUMPTIONS). `sales_owner_user_id` (`db.py:79`) is read by nothing today (`grep`: no reference outside DDL). human must confirm JumpCloud SAML subject format matches values in that column **before** `sales` scoping is trusted. If it does not match, `sales` scop…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":"**Carrying forward §0 verification step (unclosed):** nothing reads `sales_owner_user_id` (`db.py:79`) today, so mapping from SAML subject → that column is **unverified against live data**. Note SAML template sets NameID to **`email`** (`$KDOCS/jumpcloud-sso/README.md:56`), while column is named `..._user_id` — naming mismatch that is *itself* evidence for… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":"**Carrying forward §0 verification step (unclosed):** nothing reads `sales_owner_user_id` (`db.py:79`) today, so mapping from SAML subject → that column is **unverified against live data**. Note SAML template sets NameID to **`email`** (`$KDOCS/jumpcloud-sso/README.md:56`), while column is named `..._user_id` — naming mismatch that is *itself* evidence forma…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":"- **`sales`** — read-only, scoped to own accounts. ** scoping predicate does not exist**: `app.py:42-44` selects merchants with `LIMIT 20` and **no owner filter at all**, so `sales` user today sees every merchant. Scoping must be enforced server-side in query (`WHERE sales_owner_user_id =:subject`), never in template — and `sales` must be denied all recon routes … output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":"- **`sales`** — read-only, scoped to own accounts. ** scoping predicate does not exist**: `app.py:42-44` selects merchants with `LIMIT 20` and **no owner filter at all**, so `sales` user today sees every merchant. Scoping must be enforced server-side in query (`WHERE sales_owner_user_id =:subject`), never in template — and `sales` must be denied all recon routes and…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":" - Local: `SELECT merchant_id, SUM(amount_idr) FROM disbursements WHERE disbursed_at >=:window_start AND disbursed_at <:window_end GROUP BY merchant_id` — against **new ledger** (DB-04).\n- **Comparison:** `FULL OUTER JOIN` on `merchant_id`, classifying each merchant into `matched` · `amount_mismatch` · `missing_in_local` · `missing_in_bq`. Amounts compared **exactly** … output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":" - Local: `SELECT merchant_id, SUM(amount_idr) FROM disbursements WHERE disbursed_at >=:window_start AND disbursed_at <:window_end GROUP BY merchant_id` — against **new ledger** (DB-04).\n- **Comparison:** `FULL OUTER JOIN` on `merchant_id`, classifying each merchant into `matched` · `amount_mismatch` · `missing_in_local` · `missing_in_bq`. Amounts compared **exactly** as …

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":" silently-truncating cast on system's join key is data-loss event, and `VARCHAR` casts in Postgres truncate without erroring only under explicit `::varchar(n)`; use `ALTER TABLE... TYPE` which *does* error, and let it.\n\n---\n\n## System Design","new_string":" silently-truncating cast on system's join key is data-loss event, and `VARCHAR` casts in Postgres trunc… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":" silently-truncating cast on system's join key is data-loss event, and `VARCHAR` casts in Postgres truncate without erroring only under explicit `::varchar(n)`; use `ALTER TABLE... TYPE` which *does* error, and let it.\n\n---\n\n## System Design","newString":" silently-truncating cast on system's join key is data-loss event, and `VARCHAR` casts in Postgres truncate…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":"Violates \"no excessively wide tables\" standard. Concretely harmful, not merely inelegant: it forces one blast radius and one grant scope across data with wildly different sensitivities, which is what makes DB-02 unfixable in place. **Recommended split:** `merchants` (identity/profile) · `merchant_kyc` (workflow + document URLs) · `merchant_owners` (PII, restricted grant) … output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":"Violates \"no excessively wide tables\" standard. Concretely harmful, not merely inelegant: it forces one blast radius and one grant scope across data with wildly different sensitivities, which is what makes DB-02 unfixable in place. **Recommended split:** `merchants` (identity/profile) · `merchant_kyc` (workflow + document URLs) · `merchant_owners` (PII, restricted grant) · …

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":"### DB-12 — Naming and type conventions · **P2**\nSingular table name `merchant_master_record` (`db.py:18`) → plural `merchants`. Every column is unbounded `TEXT` (`db.py:19-95`) → `VARCHAR(n)` where sized. `db.py:94` `tags_json TEXT` → `JSONB`. Timestamps as `TEXT` (`db.py:28-30`, `db.py:84-85`, `db.py:88`, `db.py:92`, `db.py:97-98`) → `TIMESTAMPTZ`.","new_string":"### DB-12 —… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":"### DB-12 — Naming and type conventions · **P2**\nSingular table name `merchant_master_record` (`db.py:18`) → plural `merchants`. Every column is unbounded `TEXT` (`db.py:19-95`) → `VARCHAR(n)` where sized. `db.py:94` `tags_json TEXT` → `JSONB`. Timestamps as `TEXT` (`db.py:28-30`, `db.py:84-85`, `db.py:88`, `db.py:92`, `db.py:97-98`) → `TIMESTAMPTZ`.","newString":"### DB-12 — Na…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":"### DB-09 — Zero indexes · **P1**\nNo `CREATE INDEX` anywhere in `db.py`. Required: `idx_merchants_kyc_status` (filtered/displayed at `app.py:43`), `idx_merchants_sales_owner_user_id` ( `sales` scoping predicate — every `sales` page load hits it, so unindexed it is full scan on P99<2s path), `idx_merchants_created_at`, plus every FK column after DB-03 split.","new_… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":"### DB-09 — Zero indexes · **P1**\nNo `CREATE INDEX` anywhere in `db.py`. Required: `idx_merchants_kyc_status` (filtered/displayed at `app.py:43`), `idx_merchants_sales_owner_user_id` ( `sales` scoping predicate — every `sales` page load hits it, so unindexed it is full scan on P99<2s path), `idx_merchants_created_at`, plus every FK column after DB-03 split.","newStr…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":"§0 requires **every state change logged with actor + timestamp**, and Q14 names that trail as \" compliance artifact whole thing is accountable to\". Today: no `audit_logs` table exists, `updated_at` is dead, and only mutation path (`api.py:31-35`) records neither actor nor time. compliance requirement is 0% implemented. Adopt `$KDOCS/postgres/audit_logs.sql` ver… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":"§0 requires **every state change logged with actor + timestamp**, and Q14 names that trail as \" compliance artifact whole thing is accountable to\". Today: no `audit_logs` table exists, `updated_at` is dead, and only mutation path (`api.py:31-35`) records neither actor nor time. compliance requirement is 0% implemented. Adopt `$KDOCS/postgres/audit_logs.sql` verba…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":"### DB-07 — No primary-key or mandatory-column convention · **P1**\n`db.py:19` PK is `merchant_id TEXT`, not `id` unsigned bigint. Standard: `id BIGINT GENERATED ALWAYS AS IDENTITY PRIMARY KEY` + `CHECK (id > 0)` on every table, with natural keys (`merchant_id`) as separate `UNIQUE` column. `created_at` (`db.py:97`) is `TEXT DEFAULT CURRENT_TIMESTAMP` than `TIMESTAMPTZ… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":"### DB-07 — No primary-key or mandatory-column convention · **P1**\n`database.py:19` PK is `merchant_id TEXT`, not `id` unsigned bigint. Standard: `id BIGINT GENERATED ALWAYS AS IDENTITY PRIMARY KEY` + `CHECK (id > 0)` on every table, with natural keys (`merchant_id`) as a separate `UNIQUE` column. `created_at` (`database.py:97`) is `TEXT DEFAULT CURRENT_TIMESTAMP` rather than `TIMESTAMPTZ N…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":" consequence for SWE: **you cannot fix recon by adding `WHERE` clause.** `disbursements` ledger table must be introduced first — one row per disbursement event:\n\n```\ndisbursements(\n  id            BIGINT GENERATED ALWAYS AS IDENTITY PRIMARY KEY,\n  merchant_id   BIGINT NOT NULL REFERENCES merchants(id),\n  amount_idr    NUMERIC(18,2) NOT NULL,\n  disbursed_at… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":"The consequence for the SWE: **you cannot fix the recon by adding a `WHERE` clause.** A `disbursements` ledger table must be introduced first — one row per disbursement event:\n\n```\ndisbursements(\n id BIGINT GENERATED ALWAYS AS IDENTITY PRIMARY KEY,\n merchant_id BIGINT NOT NULL REFERENCES merchants(id),\n amount_idr NUMERIC(18,2) NOT NULL,\n disbursed_at …

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":"`db.py:62` `owner_ktp_number`, `db.py:63` `owner_npwp_number`, `db.py:66` `bank_account_number`, `db.py:70` `bank_iban`, `db.py:90` `webhook_secret`, `db.py:91` `api_key_id`.","new_string":"`db.py:40` `owner_ktp_number`, `db.py:41` `owner_npwp_number`, `db.py:66` `bank_account_number`, `db.py:70` `bank_iban`, `db.py:90` `webhook_secret`, `db.py:91` `api_key_id`.","replace_all":… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":"`db.py:62` `owner_ktp_number`, `db.py:63` `owner_npwp_number`, `db.py:66` `bank_account_number`, `db.py:70` `bank_iban`, `db.py:90` `webhook_secret`, `db.py:91` `api_key_id`.","newString":"`db.py:40` `owner_ktp_number`, `db.py:41` `owner_npwp_number`, `db.py:66` `bank_account_number`, `db.py:70` `bank_iban`, `db.py:90` `webhook_secret`, `db.py:91` `api_key_id`.","originalFile":"#…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":"`mdr_flat_idr` (`db.py:74`), KTP/NPWP/SIUP/NIB documents (`db.py:33-36`, `db.py:62-63`), WIB SLO.","new_string":"`mdr_flat_idr` (`db.py:74`), KTP/NPWP/SIUP/NIB documents (`db.py:33-36`) and identifiers (`db.py:40-41`), WIB SLO.","replace_all":false} output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":"`mdr_flat_idr` (`db.py:74`), KTP/NPWP/SIUP/NIB documents (`db.py:33-36`, `db.py:62-63`), WIB SLO.","newString":"`mdr_flat_idr` (`db.py:74`), KTP/NPWP/SIUP/NIB documents (`db.py:33-36`) and identifiers (`db.py:40-41`), WIB SLO.","originalFile":"# SRE Audit Report\n\nAudited commit: `08191fc` · Scope: full repository (9 Python files) · Mode: FULL_AUDIT\nAudited against LOCKED goal in…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":"One SELECT is full compliance breach. | P0 | `db.py:18-99`, `db.py:62-63`, `db.py:66`, `db.py:90-91` |","new_string":"One SELECT is full compliance breach. | P0 | `db.py:18-99`, `db.py:40-41`, `db.py:66`, `db.py:90-91` |","replace_all":false} output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":"One SELECT is full compliance breach. | P0 | `db.py:18-99`, `db.py:62-63`, `db.py:66`, `db.py:90-91` |","newString":"One SELECT is full compliance breach. | P0 | `db.py:18-99`, `db.py:40-41`, `db.py:66`, `db.py:90-91` |","originalFile":"# SRE Audit Report\n\nAudited commit: `08191fc` · Scope: full repository (9 Python files) · Mode: FULL_AUDIT\nAudited against LOCKED goal in `d…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre && rtk grep -n \"database\\.py:6[0-9]\\|database\\.py:5[0-9]\" audit-findings.md business-flow.md tickets-to-raise.md","description":"Find suspect database.py citations in documentation"} output={"stdout":"5 matches in 1 files:\n\naudit-findings.md:13:| 4 | **KYC PII, bank details, and live credential sit unencrypted in one ~...\naudit-findings.md:22:1. **`SCOPE:` Entity is ambiguous, and it selects Jira board, ECS cluster...\naudit-findings.md:57:`db.py:62` `owner_ktp_number`, `db.py:63` `owner_npwp_number`, `db.py:66` `ba...\naudit-findings.md:62:`database.py:18-99` — 80 columns spanning KYC workflow (`database.py:27-38`), owner PII (...\naudit-findings.md:93:`database.py:73` `mdr_percentage REAL…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/scheduled_job.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/scheduled_job.py","content":"\"\"\"Daily reconciliation script. Run manually — no scheduler wired.\"\"\"\nfrom datetime import datetime\nfrom database import get_conn\nfrom bq_client import query_daily_disbursement\nfrom gmail_client import send_report_email\nfrom drive_client import upload_report\nfrom s3_client import upload_payload\n\n\ndef run_daily_reconciliation():\n today = datetime.utcnow().da…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project && for n in 33 34 35 36 40 41 62 63 66 70 79 80 83 90 91 96 97 98; do printf \"%3d: \" $n; sed -n \"${n}p\" database.py; done","description":"Verify database.py line citations"} output={"stdout":" 33: kyc_document_npwp_url TEXT,\n 34: kyc_document_ktp_url TEXT,\n 35: kyc_document_siup_url TEXT,\n 36: kyc_document_nib_url TEXT,\n 40: owner_ktp_number TEXT,\n 41: owner_npwp_number TEXT,\n 62: business_employee_count INTEGER,\n 63: business_monthly_revenue_idr INTEGER,\n 66: bank_account_number TEXT,\n 70: bank_iban TEXT,\n 79: sales_owner_user_id TE…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md","content":"# Business-Flow Feature Discovery\n\n## 0. Goal & Non-Goals (LOCKED — source of truth, above codebase inference)\n\nGOAL: Lift merchant onboarding & disbursement reconciliation POC to production grade on ECS. primary job is disbursement reconciliation, which runs as scheduled batch (daily, complete by 06:00 WIB; mechanism to be recommended by …

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/jira-board-location/jira-board-infra-it.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/jira-board-location/jira-board-infra-it.md","content":"## Infra (AWS Related Stuff), IT Ops Access and Data Engineering\nKredivo Indo: https://finacceljira.atlassian.net/jira/software/projects/INFR/boards/39\nKredifazz: https://finacceljira.atlassian.net/jira/software/projects/INFFDIKRFZ/boards/109\nKredivo TH: https://finacceljira.atlassian.net/jira/software/projects/INFKTHKRDV/boards/222\nKredivo PH: h…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/tickets-to-raise.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/tickets-to-raise.md","content":"# Cross-Team Tickets to Raise\n\nReady-to-paste ticket pack. Board URLs, work-types, and description template are sourced from `$KDOCS/jira-board-location/jira-board-infra-it.md`. Evidence for every \"Why\" lives in `docs/sre/audit-findings.md`.\n\n**SRE drafts these; humans file them** (§0 non-goal: \"Filing cross-team tickets\"). Status flow: `DRAF…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/postgres/audit_logs.sql"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/postgres/audit_logs.sql","content":"-- Kredivo standard audit_logs table (PostgreSQL). Apply via Alembic migration —\n-- never raw DDL against DATABASE. Every user action that reads or mutates data writes row.\n--\n-- Rules for writers:\n-- - Sanitize payload — never log passwords/tokens.\n-- - Thread trace_id from X-Trace-Id header.\n-- - Audit writes must not block main response — wrap in …

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","content":"# Business Flow & Target AWS Architecture\n\nDerived from LOCKED goal in `docs/sre/business-flow-feature.md` §0. Where this document and current code disagree, code is finding — see `docs/sre/audit-findings.md`.\n\nFindings are referenced inline as `SD-xx` / `DB-xx` / `GCP-xx` / `IAC-xx` / `RBAC-xx`.\n\n---\n\n## 1. Users\n\n| Persona | Type | P…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","content":"# SRE Audit Report\n\nAudited commit: `08191fc` · Scope: full repository (9 Python files) · Mode: FULL_AUDIT\nAudited against LOCKED goal in `docs/sre/business-flow-feature.md` §0 — where code contradicts §0, code is finding.\n\n## Top Risks\n\n| # | Risk | Severity | Evidence |\n|---|---|---|---|\n| 1 | **Forgeable sessions + plaintext credentials = tot…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/bq_client.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/bq_client.py","content":"\"\"\"BigQuery — POC uses plain ADC / service-account JSON. No WIF.\"\"\"\nimport os\nfrom google.cloud import bigquery\n\nPROJECT = os.environ.get(\"GCP_PROJECT\", \"kredivo-poc\")\n# intentional smell: relies on GOOGLE_APPLICATION_CREDENTIALS pointing at long-lived SA key file\n\n\ndef _client():\n return bigquery.Client(project=PROJECT)\n\n\ndef query_daily_disburse…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/api.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/api.py","content":"\"\"\"FastAPI event endpoint. No SQS consumer — events arrive only via HTTP POST.\"\"\"\nfrom fastapi import FastAPI, HTTPException\nfrom pydantic import BaseModel\nfrom database import get_conn, init_db\nfrom s3_client import upload_payload\nfrom bq_client import insert_event_row\n\napp = FastAPI(title=\"merchant-events\")\n\n\nclass MerchantEvent(BaseModel):\n merchant_id: str\n …

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/db.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/db.py","content":"\"\"\"SQLite with intentionally wide merchant_master_record table.\"\"\"\nimport sqlite3\nimport os\n\nDB_PATH = os.environ.get(\"SQLITE_PATH\", \"merchant.database\")\n\n\ndef get_conn():\n conn = sqlite3.connect(DB_PATH)\n conn.row_factory = sqlite3.Row\n return conn\n\n\ndef init_db():\n conn = get_conn()\n conn.executescript(\n \"\"\"\n CREATE TABLE…

Bash input={"command":"rtk ls -la /home/etc/claude-code/work/bench-08191fc/kredivo-docs/","description":"List kredivo-docs"} output={"stdout":"datadog/\ndocker/\njira-board-location/\njumpcloud-sso/\npostgres/\nterraform/\nwif-integration/\norchestrator-slides.html 36.0K","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"find /home/etc/claude-code/work/bench-08191fc/dataset/sample-project -type f -not -path \"*/.git/*\" -not -path \"*/__pycache__/*\" -not -path \"*/.venv/*\" | sort","description":"List sample-project files"} output={"stdout":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/README.md\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/api.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/app.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/bq_client.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/cache.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/db.py\n/home/etc/claude-code/work/bench-08191fc/datase…

Agent input={"description":"Phase 1.5 schema contract lint","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\n\nStay strictly inside repository root. Do not read or write anything outside it (standards root is read-only reference).\n\nTASK: Diff data-model declarations in documentation/sre/audit-findings.md / documentation/sre/business-flow.md against existing ORM models and migrations in repository (note: this repository… output={"status":"completed","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\n\nStay strictly inside repository root. Do not read or write anything outside it (standards root is read-only reference).\n\nTASK: Diff data-model declarations in documentation/sre/audit-findings.md / documentation/sre/business-flow.md against existing ORM models and migrations in repository (note: this repository currently uses raw SQLite…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project && rtk grep -rn \"merchants(id)\\|REFERENCES\\|external_ref\\|recon_exception\\|users(\" documentation/sre/ | head -20; echo \"---APPLICATION---\"; rtk read -n application.py | sed -n '38,50p'","description":"Verify FK references and application query"} output={"stdout":"documentation/sre/audit-findings.md:76: merchant_id BIGINT NOT NULL REFERENCES merchants(id),\ndocs/sre/audit-findings.md:79: external_ref VARCHAR(128), -- BQ join key; UNIQUE for idempotent replay\ndocs/sre/audit-findings.md:86:CREATE UNIQUE INDEX idx_disbursements_external_ref ON disbursements (external_ref);\n---APP---\n38 │ if cached:\n39 │ rows = cached\n40 │ else:\n41 │ conn = get_conn()\n42 │ rows = conn.execute(\n43 │ \"SELECT m…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","offset":155,"limit":30} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","content":"Derived from shared module's `entity`/`product`/`project`/`environment` tagging inputs, mirroring SSM convention `/<product>-<account_group_id>-<project>/<env_id>/<KEY>`. Entity prefix pending Open Question 1.\n\n### Data stores\n\n| Store | Contents | Notes |\n|---|---|---|\n| RDS PostgreSQL | `merchants`, `merchant_kyc`, `merchant_owners`, `merchant_b…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","offset":50,"limit":30} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","content":"```\nAirflow DAG (19:00 UTC = 02:00 WIB) ──EcsRunTaskOperator──▶ recon ECS task\n business_date = {{ ds }} (explicit parameter, D-1 in WIB)\n │\n ├── BigQuery (via WIF): per-merchant SUM(amount_idr)\n │ WHERE disbursed_at >= @window_start AND < @window_end ← parameterized (GCP-01)\n │\n ├── Postgres: per-merchant S…

Bash input={"command":"rtk ls /home/etc/claude-code/work/bench-08191fc/kredivo-docs/postgres/ 2>/dev/null && rtk read -n /home/etc/claude-code/work/bench-08191fc/kredivo-docs/postgres/audit_logs.sql 2>/dev/null","description":"Read audit_logs standard"} output={"stdout":"audit_logs.sql 1.2K\n 1 │ -- Kredivo standard audit_logs table (PostgreSQL). Apply via Alembic migration —\n 2 │ -- never raw DDL against DATABASE. Every user action that reads or mutates data writes row.\n 3 │ --\n 4 │ -- Rules for writers:\n 5 │ -- - Sanitize payload — never log passwords/tokens.\n 6 │ -- - Thread trace_id from X-Trace-Id header.\n 7 │ -- - Audit writes must not block main response — wrap in try/except, log failure, don't raise.\n 8 │ -- - Docume…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","offset":160,"limit":30} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","content":"Evidence: `scheduled_job.py:11` `datetime.utcnow().date()`; `scheduled_job.py:12` BQ queried for that single date; `scheduled_job.py:16-18` local aggregate with **no date predicate**; `scheduled_job.py:22-23` report compares `len(bq_rows)` vs `len(local_rows)`.\n\nThree independent defects:\n\n1. ** two sides measure different things.** BQ returns per-merch…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project && rtk read -n scheduled_job.py bq_client.py api.py","description":"Read job/bq/api source"} output={"stdout":" 1 │ \"\"\"Daily reconciliation script. Run manually — no scheduler wired.\"\"\"\n 2 │ from datetime import datetime\n 3 │ from database import get_conn\n 4 │ from bq_client import query_daily_disbursement\n 5 │ from gmail_client import send_report_email\n 6 │ from drive_client import upload_report\n 7 │ from s3_client import upload_payload\n 8 │ \n 9 │ \n10 │ def run_daily_reconciliation():\n11 │ today = datetime.utcnow().date().isoformat()\n12 │ bq_rows = query_daily_disbursement(…

Bash input={"command":"rtk grep -n -i -E \"BIGINT|INTEGER|SERIAL|IDENTITY|VARCHAR|TEXT|UUID|NUMERIC|TIMESTAMPTZ|REFERENCES|PRIMARY KEY|CREATE TABLE|CREATE INDEX|NOT NULL|recon_exception|exception|audit_log|disbursement\" /home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","description":"Grep data model in business-flow"} output={"stdout":"13:| **ops** | Internal employee | Read merchant records (all). Run/inspect recon job. Resolve recon exceptions. Onboarding edits. | JumpCloud group `ops` → `require_auth` at presentation layer |\n22:**Primary job: disbursement reconciliation.** Everything else exists to keep data that job reconciles correct and current.\n25:ops authenticates via JumpCloud SAML → internal ALB → Flask/Jinja2 UI → reads/writes merchant records in Postgres. Every mutation writes `audit_log…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","offset":60,"limit":70} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","content":"\n### DB-03 — ~80-column table mixes six unrelated concerns · **P1**\n`db.py:18-99` — 80 columns spanning KYC workflow (`db.py:27-38`), owner PII (`db.py:39-51`), business profile (`db.py:52-64`), banking/settlement (`db.py:65-72`), commercial terms + ledger (`db.py:73-78`), CRM/attribution (`db.py:79-85`), and integration credentials (`db.py:86-92`).\n\nViola…

Bash input={"command":"rtk grep -n -i -E \"BIGINT|INTEGER|SERIAL|IDENTITY|VARCHAR|TEXT|UUID|NUMERIC|DECIMAL|TIMESTAMP|FOREIGN KEY|REFERENCES|PRIMARY KEY|CREATE TABLE|CREATE INDEX|NOT NULL|_id\\b\" /home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md | head -200","description":"Grep type decls in audit-findings"} output={"stdout":"10:| 1 | **Forgeable sessions + plaintext credentials = total authentication bypass.** `secret_key` is hardcoded literal, so anyone who reads this repository can mint valid `session[\"user\"]` cookie for any principal and read all merchant KYC PII. | P0 | `app.py:7`, `app.py:9-12`, `app.py:20` |\n13:| 4 | **KYC PII, bank details, and live credential sit unencrypted in one ~80-column table.** `webhook_secret` is plaintext shared secret stored beside `owner_ktp_number` and `bank_account_number`…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/db.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/db.py","content":"\"\"\"SQLite with intentionally wide merchant_master_record table.\"\"\"\nimport sqlite3\nimport os\n\nDB_PATH = os.environ.get(\"SQLITE_PATH\", \"merchant.database\")\n\n\ndef get_conn():\n conn = sqlite3.connect(DB_PATH)\n conn.row_factory = sqlite3.Row\n return conn\n\n\ndef init_db():\n conn = get_conn()\n conn.executescript(\n \"\"\"\n CREATE TABLE…

Bash input={"command":"rtk ls -R /home/etc/claude-code/work/bench-08191fc/dataset/sample-project | head -100","description":"List sample-project tree"} output={"stdout":"documentation/\ntemplates/\norchestrator/\nsre/\nREADME.md 1.5K\napi.py 1.0K\napp.py 1.5K\nbq_client.py 968B\ncache.py 329B\ndb.py 3.4K\ndrive_client.py 841B\ngmail_client.py 760B\nknowledge-graph.yaml 15.8K\nrequirements.txt 221B\ns3_client.py 464B\nscheduled_job.py 1.2K\n_heartbeat.json 513B\naudit-findings.md 53.6K\nbusiness-flow-feature.md 17.1K\nbusiness-flow.md 13.8K\ntickets-to-raise.md 18.3K\nindex.html 387B\nlogin.html 365B","stderr":"","interrupted":false,"isImage"…

Bash input={"command":"find /home/etc/claude-code/work/bench-08191fc/dataset/sample-project -name \"*.md\" -path \"*documentation*\" | head -50","description":"Find SRE documentation"} output={"stdout":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/tickets-to-raise.md\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Agent input={"description":"Phase 1 full SRE audit","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\n\nStay strictly inside repository root. Do not read or write anything outside it (standards root is read-only reference).\n\nTASK: Run full SRE audit of codebase.\n\nMode: FULL_AUDIT\n\nRead first: documentation/sre/business-flow-feature.md §0 Goal & Non-Goals — LOCKED goal. Audit against it, abov… output={"status":"completed","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\n\nStay strictly inside repository root. Do not read or write anything outside it (standards root is read-only reference).\n\nTASK: Run full SRE audit of codebase.\n\nMode: FULL_AUDIT\n\nRead first: documentation/sre/business-flow-feature.md §0 Goal & Non-Goals — LOCKED goal. Audit against it, above any codebase inf…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\necho \"=== placeholder scan (must be empty) ===\"\ngrep -rn \"TODO\\|TBD\\|PENDING\\|XXX\\|FIXME\\|<placeholder>\" documentation/sre/audit-findings.md documentation/sre/business-flow.md documentation/sre/tickets-to-raise.md || echo \"CLEAN\"\necho \"=== 8 audit areas ===\"\ngrep -n \"^## \" documentation/sre/audit-findings.md\necho \"=== ticket count + frontmatter parse ===\"\ngrep -c \"^### Ticket\" documentation/sre/tickets-to-raise.md\ngrep -n \"portal_url:\… output={"stdout":"=== placeholder scan (must be empty) ===\nCLEAN\n=== 8 audit areas ===\n6:## Top Risks\n16:## Assumptions & Open Questions\n36:## Database Audit\n124:## System Design\n228:## Logging\n248:## Monitoring\n268:## Error Handling\n295:## Role-Based Access\n337:## GCP / WIF\n380:## Infra-as-Code\n=== ticket count + frontmatter parse ===\n7\n9:**Note on `blocks:` slugs** — `docs/swe/implementation-log.md` does not exist yet (SWE has not run). slugs below **define contract**: SWE must…

Write input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/tickets-to-raise.md","content":"# Cross-Team Tickets to Raise\n\nReady-to-paste ticket pack. Board URLs, work-types, and description template are sourced from `$KDOCS/jira-board-location/jira-board-infra-it.md`. Evidence for every \"Why\" lives in `docs/sre/audit-findings.md`.\n\n**SRE drafts these; humans file them** (§0 non-goal: \"Filing cross-team tickets\"). Status flow: `DRAFT` → `RAISED/<id>` (h… output={"type":"create","filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/tickets-to-raise.md","content":"# Cross-Team Tickets to Raise\n\nReady-to-paste ticket pack. Board URLs, work-types, and description template are sourced from `$KDOCS/jira-board-location/jira-board-infra-it.md`. Evidence for every \"Why\" lives in `docs/sre/audit-findings.md`.\n\n**SRE drafts these; humans file them** (§0 non-goal: \"Filing cross-team tickets\"). Status flow: `DRAFT` → `…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project && find documentation -type f 2>/dev/null | sort; echo \"--- swe log? ---\"; rtk ls documentation/swe 2>/dev/null || echo \"documentation/swe does not exist yet (SWE has not run)\"","description":"Check existing documentation tree and SWE log"} output={"stdout":"documentation/orchestrator/_heartbeat.json\ndocs/sre/audit-findings.md\ndocs/sre/business-flow-feature.md\ndocs/sre/business-flow.md\n--- swe log? ---\ndocs/swe does not exist yet (SWE has not run)","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Write input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","content":"# Business Flow & Target AWS Architecture\n\nDerived from LOCKED goal in `docs/sre/business-flow-feature.md` §0. Where this document and current code disagree, code is finding — see `docs/sre/audit-findings.md`.\n\nFindings are referenced inline as `SD-xx` / `DB-xx` / `GCP-xx` / `IAC-xx` / `RBAC-xx`.\n\n---\n\n## 1. Users\n\n| Persona | Type | Privileges | Enforceme… output={"type":"create","filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow.md","content":"# Business Flow & Target AWS Architecture\n\nDerived from LOCKED goal in `docs/sre/business-flow-feature.md` §0. Where this document and current code disagree, code is finding — see `docs/sre/audit-findings.md`.\n\nFindings are referenced inline as `SD-xx` / `DB-xx` / `GCP-xx` / `IAC-xx` / `RBAC-xx`.\n\n---\n\n## 1. Users\n\n| Persona | Type | Privile…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","old_string":"So column is永 permanently NULL.","new_string":"So column is permanently NULL.","replace_all":false} output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","oldString":"So column is永 permanently NULL.","newString":"So column is permanently NULL.","originalFile":"# SRE Audit Report\n\nAudited commit: `08191fc` · Scope: full repository (9 Python files) · Mode: FULL_AUDIT\nAudited against LOCKED goal in `docs/sre/business-flow-feature.md` §0 — where code contradicts §0, code is finding.\n\n## Top Risks\n\n| # | Risk | Severity | Evide…

Write input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","content":"# SRE Audit Report\n\nAudited commit: `08191fc` · Scope: full repository (9 Python files) · Mode: FULL_AUDIT\nAudited against LOCKED goal in `docs/sre/business-flow-feature.md` §0 — where code contradicts §0, code is finding.\n\n## Top Risks\n\n| # | Risk | Severity | Evidence |\n|---|---|---|---|\n| 1 | **Forgeable sessions + plaintext credentials = total authentication bypass.** `se… output={"type":"create","filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/audit-findings.md","content":"# SRE Audit Report\n\nAudited commit: `08191fc` · Scope: full repo (9 Python files) · Mode: FULL_AUDIT\nAudited against the LOCKED goal in `documentation/sre/business-flow-feature.md` §0 — where code contradicts §0, code is finding.\n\n## Top Risks\n\n| # | Risk | Severity | Evidence |\n|---|---|---|---|\n| 1 | **Forgeable sessions + plaintext credentials = total aut…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project && echo \"=== logging ===\" && rtk grep -rn \"import logging\\|getLogger\\|trace_id\\|X-Trace-Id\" --include=\"*.py\". || echo \"NONE\"\necho \"=== datadog ===\" && rtk grep -rn \"ddtrace\\|datadog\\|statsd\" --include=\"*.py\". || echo \"NONE\"\necho \"=== retry/breaker ===\" && rtk grep -rn \"retry\\|backoff\\|pybreaker\\|CircuitBreaker\\|timeout\" --include=\"*.py\". || echo \"NONE\"\necho \"=== try/except ===\"… output={"stdout":"=== logging ===\nNONE\n=== datadog ===\nNONE\n=== retry/breaker ===\nNONE\n=== try/except ===\nNONE\n=== sqs ===\n./api.py:1:\"\"\"FastAPI event endpoint. No SQS consumer — events arrive only via HTTP POST.\"\"\"\n=== authentication ===\nNONE\n=== health ===\nNONE\n=== alembic/iac ===\ndocs/\ntemplates/\nREADME.md 1.5K\napi.py 1.0K\napp.py 1.5K\nbq_client.py 968B\ncache.py 329B\ndb.py 3.4K\ndrive_client.py 841B\ngmail_client.py 760B\nknowledge-graph.yaml 15.8K\nrequirements.txt 221B\n…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/requirements.txt"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/requirements.txt","content":"flask==3.0.0\nfastapi==0.110.0\nuvicorn==0.27.0\ngoogle-cloud-bigquery==3.17.0\ngoogle-api-python-client==2.120.0\ngoogle-auth==2.27.0\ngoogle-auth-oauthlib==1.2.0\nboto3==1.34.0\nredis==5.0.1\nsqlalchemy==2.0.25\nrequests==2.31.0\n","numLines":12,"startLine":1,"totalLines":12}}

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/terraform/shared-module-style/production/consumer/main.tf"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/terraform/shared-module-style/production/consumer/main.tf","content":"terraform {\n required_version = \">= 1.3.0\"\n required_providers {\n aws = { source = \"hashicorp/aws\", version = \"~> 4.8\" }\n }\n}\n\nprovider \"aws\" {\n region = \"ap-southeast-1\"\n}\n\nvariable \"image_tag\" { type = string }\nvariable \"application_version_hash\" { type = string }\n\nmodule \"consumer_task\" {\n source =…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/postgres/audit_logs.sql"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/postgres/audit_logs.sql","content":"-- Kredivo standard audit_logs table (PostgreSQL). Apply via Alembic migration —\n-- never raw DDL against DATABASE. Every user action that reads or mutates data writes row.\n--\n-- Rules for writers:\n-- - Sanitize payload — never log passwords/tokens.\n-- - Thread trace_id from X-Trace-Id header.\n-- - Audit writes must not block main response — wrap in …

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/jumpcloud-sso/README.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/jumpcloud-sso/README.md","content":"# JumpCloud SSO (SAML 2.0) Integration Template\n\nDrop-in template for adding **JumpCloud SSO** to FastAPI service using SAML 2.0. Pattern\nextracted from `autobreezy` (`routes/login.py`, `utils/auth_helper.py`) and generalized so\nother projects can copy `sample_sso/` and wire it in minutes.\n\n---\n\n## 1. How it works\n\n```\nBrowser ──GET /api/v1/auth/login──▶ SP (…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/wif-integration/README.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/wif-integration/README.md","content":"# WIF (Workload Identity Federation) Integration Guide\n\nReusable guide for Kredivo services that need to call GCP APIs (BigQuery,\nGCS, Pub/Sub, etc.) from AWS workloads (Fargate/EC2/EKS) — without storing\nlong-lived GCP service account keys.\n\n- **Staging / Prod (AWS):** WIF. AWS task/instance role is exchanged for \n short-lived GCP access token via STS + GCP IAM…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/terraform/README.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/terraform/README.md","content":"# <project-name> — Infrastructure as Code (Sample for Infra Review)\n\nThis folder contains sample Terraform IaC for **<project-name>** service, derived from existing `.ecs_*` deployments (KDI / KVN / KTH). goal is to provide starting point for Infra team to review, standardize, and migrate into central IaC repository.\n\n## Service overview\n\n<project-name>…

Bash input={"command":"find /home/etc/claude-code/work/bench-08191fc/kredivo-docs -type f | sort","description":"List standards bundle files"} output={"stdout":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/datadog/tracing.py\n/home/etc/claude-code/work/bench-08191fc/kredivo-docs/docker/Dockerfile.template\n/home/etc/claude-code/work/bench-08191fc/kredivo-docs/docker/README.md\n/home/etc/claude-code/work/bench-08191fc/kredivo-docs/docker/docker-compose.template.yml\n/home/etc/claude-code/work/bench-08191fc/kredivo-docs/jira-board-location/jira-board-infra-it.md\n/home/etc/claude-code/work/bench-08191fc/kredivo-docs/jumpcloud-sso/.env.…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/jira-board-location/jira-board-infra-it.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/jira-board-location/jira-board-infra-it.md","content":"## Infra (AWS Related Stuff), IT Ops Access and Data Engineering\nKredivo Indo: https://finacceljira.atlassian.net/jira/software/projects/INFR/boards/39\nKredifazz: https://finacceljira.atlassian.net/jira/software/projects/INFFDIKRFZ/boards/109\nKredivo TH: https://finacceljira.atlassian.net/jira/software/projects/INFKTHKRDV/boards/222\nKredivo PH: h…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/README.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/README.md","content":"# sample-project (POC baseline — intentionally bad)\n\nMerchant onboarding POC. Used as agent benchmark input. **Do not improve this code directly** — let agents do it.\n\n## What's here\n\n| Surface | File | POC choice (bad on purpose) |\n|---|---|---|\n| Web UI | `app.py` + `templates/` | Flask, hardcoded `USERS` dict, plain session cookie |\n| Authentication | `app.py` | Username…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/drive_client.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/drive_client.py","content":"\"\"\"Google Drive API. Same token.json reused.\"\"\"\nimport json\nimport os\nfrom googleapiclient.discovery import build\nfrom googleapiclient.http import MediaInMemoryUpload\nfrom google.oauth2.credentials import Credentials\n\nSCOPES = [\"https://www.googleapis.com/auth/drive.file\"]\nTOKEN_PATH = os.environ.get(\"DRIVE_TOKEN\", \"token.json\")\nFOLDER_ID = os.enviro…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/gmail_client.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/gmail_client.py","content":"\"\"\"Gmail API. Uses OAuth installed-app flow with token.json on disk.\"\"\"\nimport base64\nimport os\nfrom email.mime.text import MIMEText\nfrom google.oauth2.credentials import Credentials\nfrom googleapiclient.discovery import build\n\nSCOPES = [\"https://www.googleapis.com/auth/gmail.send\"]\nTOKEN_PATH = os.environ.get(\"GMAIL_TOKEN\", \"token.json\")\n\n\ndef _se…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/cache.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/cache.py","content":"\"\"\"Redis cache.\"\"\"\nimport json\nimport os\nimport redis\n\n_r = redis.Redis.from_url(os.environ.get(\"REDIS_URL\", \"redis://localhost:6379/0\"))\n\n\ndef cache_get(key: str):\n v = _r.get(key)\n return json.loads(v) if v else None\n\n\ndef cache_set(key: str, value, ttl: int = 60):\n _r.setex(key, ttl, json.dumps(value, default=str))\n","numLines":16,"startLine…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/s3_client.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/s3_client.py","content":"\"\"\"S3 client. Plain boto3 against env-supplied AWS keys.\"\"\"\nimport json\nimport os\nimport boto3\n\nBUCKET = os.environ.get(\"S3_BUCKET\", \"kredivo-poc-merchant-events\")\nREGION = os.environ.get(\"AWS_REGION\", \"ap-southeast-1\")\n\n_s3 = boto3.client(\"s3\", region_name=REGION)\n\n\ndef upload_payload(key: str, payload: dict) -> str:\n _s3.put_object(Bucket=BU…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/scheduled_job.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/scheduled_job.py","content":"\"\"\"Daily reconciliation script. Run manually — no scheduler wired.\"\"\"\nfrom datetime import datetime\nfrom database import get_conn\nfrom bq_client import query_daily_disbursement\nfrom gmail_client import send_report_email\nfrom drive_client import upload_report\nfrom s3_client import upload_payload\n\n\ndef run_daily_reconciliation():\n today = datetime.utcnow().da…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/bq_client.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/bq_client.py","content":"\"\"\"BigQuery — POC uses plain ADC / service-account JSON. No WIF.\"\"\"\nimport os\nfrom google.cloud import bigquery\n\nPROJECT = os.environ.get(\"GCP_PROJECT\", \"kredivo-poc\")\n# intentional smell: relies on GOOGLE_APPLICATION_CREDENTIALS pointing at long-lived SA key file\n\n\ndef _client():\n return bigquery.Client(project=PROJECT)\n\n\ndef query_daily_disburse…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/db.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/db.py","content":"\"\"\"SQLite with intentionally wide merchant_master_record table.\"\"\"\nimport sqlite3\nimport os\n\nDB_PATH = os.environ.get(\"SQLITE_PATH\", \"merchant.database\")\n\n\ndef get_conn():\n conn = sqlite3.connect(DB_PATH)\n conn.row_factory = sqlite3.Row\n return conn\n\n\ndef init_db():\n conn = get_conn()\n conn.executescript(\n \"\"\"\n CREATE TABLE…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/api.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/api.py","content":"\"\"\"FastAPI event endpoint. No SQS consumer — events arrive only via HTTP POST.\"\"\"\nfrom fastapi import FastAPI, HTTPException\nfrom pydantic import BaseModel\nfrom database import get_conn, init_db\nfrom s3_client import upload_payload\nfrom bq_client import insert_event_row\n\napp = FastAPI(title=\"merchant-events\")\n\n\nclass MerchantEvent(BaseModel):\n merchant_id: str\n …

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/app.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/app.py","content":"\"\"\"Flask UI with simple username/password login. POC-grade baseline.\"\"\"\nfrom flask import Flask, render_template, request, redirect, session, url_for\nfrom database import get_conn, init_db\nfrom cache import cache_get, cache_set\n\napp = Flask(__name__)\napp.secret_key = \"dev-secret-change-me\" # intentional smell: hardcoded\n\nUSERS = {\n \"admin\": \"admin123\",\n \"o…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/knowledge-graph.yaml"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/knowledge-graph.yaml","content":"metadata:\n project_name: sample-project\n scan_date: '2026-07-15'\n commit_hash: 08191fcedc33db53c22ed669fb72477730ff5686\n languages:\n - python\n total_files: 9\n total_functions: 18\n parse_method: ast\nentry_points:\n- file: application.py\n function: login\n type: http_handler\n route: /login\n methods:\n - GET\n - POST\n framework: flask\n- file: application.p…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md","content":"# Business-Flow Feature Discovery\n\n## 0. Goal & Non-Goals (LOCKED — source of truth, above codebase inference)\n\nGOAL: Lift merchant onboarding & disbursement reconciliation POC to production grade on ECS. primary job is disbursement reconciliation, which runs as scheduled batch (daily, complete by 06:00 WIB; mechanism to be recommended by …

Write input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/orchestrator/_heartbeat.json","content":"{\n \"phase\": \"1_SRE_AUDIT\",\n \"iteration\": 0,\n \"ts\": \"2026-07-15T00:00:00Z\",\n \"last_subagent\": \"knowledge-graph-agent (FULL scan)\",\n \"sre_gate\": \"pending\",\n \"playwright_decision\": null,\n \"staging_url\": null,\n \"knowledge_graph\": \"current\",\n \"knowledge_graph_commit\": \"08191fcedc33db53c22ed669fb72477730ff5686\",\n \"kdocs\": \"/hom… output={"type":"update","filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/orchestrator/_heartbeat.json","content":"{\n \"phase\": \"1_SRE_AUDIT\",\n \"iteration\": 0,\n \"ts\": \"2026-07-15T00:00:00Z\",\n \"last_subagent\": \"knowledge-graph-agent (FULL scan)\",\n \"sre_gate\": \"pending\",\n \"playwright_decision\": null,\n \"staging_url\": null,\n \"knowledge_graph\": \"current\",\n \"knowledge_graph_commit\": \"08191fcedc33db53c22ed669fb72477730ff5686\",\n \"…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/orchestrator/_heartbeat.json"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/orchestrator/_heartbeat.json","content":"{\n \"phase\": \"0_DISCOVERY_ROUND2_AWAITING_CONFIRM\",\n \"iteration\": 0,\n \"ts\": \"2026-07-15T00:00:00Z\",\n \"last_subagent\": \"sre-agent (Step C RELATION_CHECK)\",\n \"sre_gate\": \"pending\",\n \"playwright_decision\": null,\n \"staging_url\": null,\n \"knowledge_graph\": null,\n \"kdocs\": \"/home/etc/claude-code/work/bench-08191fc/kr…

Agent input={"description":"Build knowledge graph","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\nCaller: orchestrator-agent\n\nStay strictly inside repository root. Do not read or write anything outside it (standards root is read-only reference). Write knowledge-graph.yaml at repository root above.\n\nTASK: Build codebase knowledge graph before SRE audit.\nMode: FULL (no knowledge-graph… output={"status":"completed","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\nCaller: orchestrator-agent\n\nStay strictly inside repository root. Do not read or write anything outside it (standards root is read-only reference). Write knowledge-graph.yaml at repository root above.\n\nTASK: Build codebase knowledge graph before SRE audit.\nMode: FULL (no knowledge-graph.yaml exists at t…

Bash input={"command":"python3 << 'EOFPYTHON'\nimport yaml\n\nKG_PATH = \"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/knowledge-graph.yaml\"\n\nwith open(KG_PATH) as f:\n graph = yaml.safe_load(f)\n\nprint(\"=== CODEBASE STRUCTURE ===\\n\")\nprint(\"OVERVIEW:\")\nprint(f\" Project: {graph['metadata']['project_name']}\")\nprint(f\" Commit: {graph['metadata']['commit_hash']}\")\nprint(f\" Scan date: {graph['metadata']['scan_date']}\")\nprint(f\" Languages: {', '.join(graph['metadat… output={"stdout":"=== CODEBASE STRUCTURE ===\n\nOVERVIEW:\n Project: sample-project\n Commit: 08191fcedc33db53c22ed669fb72477730ff5686\n Scan date: 2026-07-15\n Languages: python\n Parse method: ast\n\nFILE INVENTORY:\n Total files: 9\n Total functions: 18\n Total classes: 1\n\nENTRY POINTS (6):\n [FLASK] application.py:login -> /login ['GET', 'POST']\n [FLASK] application.py:logout -> /logout ['GET']\n [FLASK] application.py:index -> / ['GET']\n [FASTAPI] api.py:_startup (startup)\n [FASTAPI] api.py:receive_even…

Bash input={"command":"python3 << 'EOFPYTHON'\nimport yaml\nimport os\n\nKG_PATH = \"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/knowledge-graph.yaml\"\nROOT = \"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project\"\n\n# Load and validate YAML\ntry:\n with open(KG_PATH) as f:\n graph = yaml.safe_load(f)\n print(\"✓ YAML parses successfully\")\nexcept Exception as e:\n print(f\"✗ YAML parse error: {e}\")\n exit(1)\n\n# Validate all sections exist\nrequired_… output={"stdout":"✓ YAML parses successfully\n✓ All 10 sections present\n✓ commit_hash matches: 08191fcedc33db53c22ed669fb72477730ff5686\n✓ All 9 file paths exist on disk\n✓ All function references resolve\n✓ Bidirectional calls/called_by edges consistent\n✓ No excluded directories in output\n\n=== VALIDATION SUMMARY ===\nFiles scanned: 9\nFunctions found: 18\nEntry points: 6\nCall relationships: 14\nExternal dependencies: 11","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Write input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/knowledge-graph.yaml","content":"metadata:\n project_name: sample-project\n scan_date: '2026-07-15'\n commit_hash: 08191fcedc33db53c22ed669fb72477730ff5686\n languages:\n - python\n total_files: 9\n total_functions: 18\n parse_method: ast\nentry_points:\n- file: application.py\n function: login\n type: http_handler\n route: /login\n methods:\n - GET\n - POST\n framework: flask\n- file: application.py\n function: logout… output={"type":"create","filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/knowledge-graph.yaml","content":"metadata:\n project_name: sample-project\n scan_date: '2026-07-15'\n commit_hash: 08191fcedc33db53c22ed669fb72477730ff5686\n languages:\n - python\n total_files: 9\n total_functions: 18\n parse_method: ast\nentry_points:\n- file: application.py\n function: login\n type: http_handler\n route: /login\n methods:\n - GET\n - POST\n framework: flask\n- file: application.py\n f…

Bash input={"command":"python3 << 'EOFPYTHON'\nimport yaml\nimport json\nfrom collections import defaultdict\n\n# Build complete knowledge graph\nROOT = \"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project\"\n\n# Data collected\nfiles_data = {\n \"application.py\": {\n \"language\": \"python\",\n \"type\": \"source\",\n \"functions\": {\n \"login\": {\"lineno\": 16, \"arguments\": [], \"decorators\": [\"application.route('/login', methods=['GET', 'POST'])\"]},\n \"… output={"stdout":"metadata:\n project_name: sample-project\n scan_date: '2026-07-15'\n commit_hash: 08191fcedc33db53c22ed669fb72477730ff5686\n languages:\n - python\n total_files: 9\n total_functions: 18\n parse_method: ast\nentry_points:\n- file: application.py\n function: login\n type: http_handler\n route: /login\n methods:\n - GET\n - POST\n framework: flask\n- file: application.py\n function: logout\n type: http_handler\n route: /logout\n methods:\n - GET\n framework: flask\n- file: application.py\n …

Bash input={"command":"python3 << 'EOFPYTHON'\nimport ast\nimport json\n\n# Extract entry points\nROOT = \"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project\"\n\nentry_points = []\n\n# Check application.py for Flask routes\nwith open(f\"{ROOT}/app.py\") as f:\n tree = ast.parse(f.read())\n for node in ast.walk(tree):\n if isinstance(node, ast.FunctionDef):\n for dec in node.decorator_list:\n if isinstance(dec, ast.Call):\n if isinstance(dec.fu… output={"stdout":"[\n {\n \"file\": \"application.py\",\n \"function\": \"login\",\n \"type\": \"http_handler\",\n \"framework\": \"flask\",\n \"lineno\": 16\n },\n {\n \"file\": \"application.py\",\n \"function\": \"logout\",\n \"type\": \"http_handler\",\n \"framework\": \"flask\",\n \"lineno\": 28\n },\n {\n \"file\": \"application.py\",\n \"function\": \"index\",\n \"type\": \"http_handler\",\n \"framework\": \"flask\",\n \"lineno\": 34\n },\n {\n \"file\": \"api.py\"…

Bash input={"command":"python3 << 'EOFPYTHON'\nimport ast\nimport json\nimport os\n\nROOT = \"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project\"\n\n# Parse all Python files to extract function calls\ncall_graph = {}\n\nfor fname in sorted(os.listdir(ROOT)):\n if not fname.endswith('.py'):\n continue\n \n fpath = os.path.join(ROOT, fname)\n with open(fpath, 'r') as f:\n content = f.read()\n \n try:\n tree = ast.parse(content, filename=fname)\n except … output={"stdout":"{\n \"api.py:_startup\": [\n \"init_db\",\n \"application.on_event\"\n ],\n \"api.py:receive_event\": [\n \"HTTPException\",\n \"get_conn\",\n \"insert_event_row\",\n \"conn.execute\",\n \"conn.commit\",\n \"application.post\",\n \"upload_payload\"\n ],\n \"application.py:login\": [\n \"redirect\",\n \"url_for\",\n \"render_template\",\n \"USERS.get\",\n \"application.route\"\n ],\n \"application.py:logout\": [\n \"application.route\",\n \"redirect\",\n \"session.pop\",\n …

Bash input={"command":"python3 << 'EOFPYTHON'\nimport ast\nimport json\nimport os\n\nROOT = \"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project\"\n\n# Parse all Python files\nfiles_info = {}\n\nfor fname in sorted(os.listdir(ROOT)):\n if not fname.endswith('.py'):\n continue\n \n fpath = os.path.join(ROOT, fname)\n with open(fpath, 'r') as f:\n content = f.read()\n \n try:\n tree = ast.parse(content, filename=fname)\n except Exception as e:\n p… output={"stdout":"{\n \"api.py\": {\n \"functions\": {\n \"_startup\": {\n \"lineno\": 18,\n \"arguments\": [],\n \"decorators\": [\n \"application.on_event('startup')\"\n ]\n },\n \"receive_event\": {\n \"lineno\": 23,\n \"arguments\": [\n \"evt\"\n ],\n \"decorators\": [\n \"application.post('/events/merchant')\"\n ]\n }\n },\n \"classes\": {\n \"MerchantEvent\": {\n \"lineno\": 11,\n \"ba…

Bash input={"command":"find /home/etc/claude-code/work/bench-08191fc/dataset/sample-project -type f -not -path \"*/.*\" | sort","description":"List all files in repository excluding dot-files"} output={"stdout":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/README.md\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/api.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/app.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/bq_client.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/cache.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/db.py\n/home/etc/claude-code/work/bench-08191fc/datase…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/requirements.txt"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/requirements.txt","content":"flask==3.0.0\nfastapi==0.110.0\nuvicorn==0.27.0\ngoogle-cloud-bigquery==3.17.0\ngoogle-api-python-client==2.120.0\ngoogle-auth==2.27.0\ngoogle-auth-oauthlib==1.2.0\nboto3==1.34.0\nredis==5.0.1\nsqlalchemy==2.0.25\nrequests==2.31.0\n","numLines":12,"startLine":1,"totalLines":12}}

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/scheduled_job.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/scheduled_job.py","content":"\"\"\"Daily reconciliation script. Run manually — no scheduler wired.\"\"\"\nfrom datetime import datetime\nfrom database import get_conn\nfrom bq_client import query_daily_disbursement\nfrom gmail_client import send_report_email\nfrom drive_client import upload_report\nfrom s3_client import upload_payload\n\n\ndef run_daily_reconciliation():\n today = datetime.utcnow().da…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/drive_client.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/drive_client.py","content":"\"\"\"Google Drive API. Same token.json reused.\"\"\"\nimport json\nimport os\nfrom googleapiclient.discovery import build\nfrom googleapiclient.http import MediaInMemoryUpload\nfrom google.oauth2.credentials import Credentials\n\nSCOPES = [\"https://www.googleapis.com/auth/drive.file\"]\nTOKEN_PATH = os.environ.get(\"DRIVE_TOKEN\", \"token.json\")\nFOLDER_ID = os.enviro…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/gmail_client.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/gmail_client.py","content":"\"\"\"Gmail API. Uses OAuth installed-app flow with token.json on disk.\"\"\"\nimport base64\nimport os\nfrom email.mime.text import MIMEText\nfrom google.oauth2.credentials import Credentials\nfrom googleapiclient.discovery import build\n\nSCOPES = [\"https://www.googleapis.com/auth/gmail.send\"]\nTOKEN_PATH = os.environ.get(\"GMAIL_TOKEN\", \"token.json\")\n\n\ndef _se…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/bq_client.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/bq_client.py","content":"\"\"\"BigQuery — POC uses plain ADC / service-account JSON. No WIF.\"\"\"\nimport os\nfrom google.cloud import bigquery\n\nPROJECT = os.environ.get(\"GCP_PROJECT\", \"kredivo-poc\")\n# intentional smell: relies on GOOGLE_APPLICATION_CREDENTIALS pointing at long-lived SA key file\n\n\ndef _client():\n return bigquery.Client(project=PROJECT)\n\n\ndef query_daily_disburse…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/s3_client.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/s3_client.py","content":"\"\"\"S3 client. Plain boto3 against env-supplied AWS keys.\"\"\"\nimport json\nimport os\nimport boto3\n\nBUCKET = os.environ.get(\"S3_BUCKET\", \"kredivo-poc-merchant-events\")\nREGION = os.environ.get(\"AWS_REGION\", \"ap-southeast-1\")\n\n_s3 = boto3.client(\"s3\", region_name=REGION)\n\n\ndef upload_payload(key: str, payload: dict) -> str:\n _s3.put_object(Bucket=BU…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/cache.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/cache.py","content":"\"\"\"Redis cache.\"\"\"\nimport json\nimport os\nimport redis\n\n_r = redis.Redis.from_url(os.environ.get(\"REDIS_URL\", \"redis://localhost:6379/0\"))\n\n\ndef cache_get(key: str):\n v = _r.get(key)\n return json.loads(v) if v else None\n\n\ndef cache_set(key: str, value, ttl: int = 60):\n _r.setex(key, ttl, json.dumps(value, default=str))\n","numLines":16,"startLine…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/db.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/db.py","content":"\"\"\"SQLite with intentionally wide merchant_master_record table.\"\"\"\nimport sqlite3\nimport os\n\nDB_PATH = os.environ.get(\"SQLITE_PATH\", \"merchant.database\")\n\n\ndef get_conn():\n conn = sqlite3.connect(DB_PATH)\n conn.row_factory = sqlite3.Row\n return conn\n\n\ndef init_db():\n conn = get_conn()\n conn.executescript(\n \"\"\"\n CREATE TABLE…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/api.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/api.py","content":"\"\"\"FastAPI event endpoint. No SQS consumer — events arrive only via HTTP POST.\"\"\"\nfrom fastapi import FastAPI, HTTPException\nfrom pydantic import BaseModel\nfrom database import get_conn, init_db\nfrom s3_client import upload_payload\nfrom bq_client import insert_event_row\n\napp = FastAPI(title=\"merchant-events\")\n\n\nclass MerchantEvent(BaseModel):\n merchant_id: str\n …

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/app.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/app.py","content":"\"\"\"Flask UI with simple username/password login. POC-grade baseline.\"\"\"\nfrom flask import Flask, render_template, request, redirect, session, url_for\nfrom database import get_conn, init_db\nfrom cache import cache_get, cache_set\n\napp = Flask(__name__)\napp.secret_key = \"dev-secret-change-me\" # intentional smell: hardcoded\n\nUSERS = {\n \"admin\": \"admin123\",\n \"o…

Bash input={"command":"find /home/etc/claude-code/work/bench-08191fc/dataset/sample-project -type f -name \"*.py\" -o -name \"*.js\" -o -name \"*.ts\" -o -name \"*.go\" | head -50","description":"Enumerate source files (Python, JavaScript, TypeScript, Go)"} output={"stdout":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/scheduled_job.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/api.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/gmail_client.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/app.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/bq_client.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/db.py\n/home/etc/claude-code/work/bench-…

Bash input={"command":"rtk ls -la /home/etc/claude-code/work/bench-08191fc/dataset/sample-project/ | head -20","description":"List repository root contents"} output={"stdout":"documentation/\ntemplates/\nREADME.md 1.5K\napi.py 1.0K\napp.py 1.5K\nbq_client.py 968B\ncache.py 329B\ndb.py 3.4K\ndrive_client.py 841B\ngmail_client.py 760B\nrequirements.txt 221B\ns3_client.py 464B\nscheduled_job.py 1.2K","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"git -C /home/etc/claude-code/work/bench-08191fc/dataset/sample-project rev-parse HEAD 2>/dev/null || echo \"not-a-git-repo\"","description":"Capture current commit hash"} output={"stdout":"08191fcedc33db53c22ed669fb72477730ff5686","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Agent input={"description":"Dedupe superseded subsections","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\n\nStay strictly inside repository root. Do not read or write anything outside it.\n\nTASK: Remove two superseded subsections from documentation/sre/business-flow-feature.md.\n\nMode: BUSINESS_FLOW_FEATURE_WRITE (cleanup)\n\nContext: you flagged that \"Codebase Relation Check (Round-1 Snapshot)\… output={"status":"completed","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\n\nStay strictly inside repository root. Do not read or write anything outside it.\n\nTASK: Remove two superseded subsections from documentation/sre/business-flow-feature.md.\n\nMode: BUSINESS_FLOW_FEATURE_WRITE (cleanup)\n\nContext: you flagged that \"Codebase Relation Check (Round-1 Snapshot)\" section now carries dup…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project && rtk grep -n '^#' documentation/sre/business-flow-feature.md && echo \"--- placeholder scan ---\" && rtk grep -nE 'TODO|TBD|PENDING|BLOCKED' documentation/sre/business-flow-feature.md || echo \"none found\" && echo \"--- git ---\" && rtk git status --short","description":"Verify headings and scan for placeholders"} output={"stdout":"21 matches in 1 files:\n\ndocs/sre/business-flow-feature.md:1:# Business-Flow Feature Discovery\ndocs/sre/business-flow-feature.md:3:## 0. Goal & Non-Goals (LOCKED — source of truth, above codebase inference)\ndocs/sre/business-flow-feature.md:24:## 1. Is user internal company (employee) or external?\ndocs/sre/business-flow-feature.md:28:## 2. Is login using JumpCloud SSO?\ndocs/sre/business-flow-feature.md:32:## 3. Do we have role-based access? If yes, list roles.\ndocs/sre/busin…

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md","old_string":"## Codebase Relation Check (Round-1 Snapshot)\n\n### Bucket counts (verbatim, as supplied)\n\n| Bucket | Count | Questions |\n|---|---|---|\n| ✅ Already Implemented | 3 | Q1, Q4, Q5 |\n| 🛠 Needs Adjustment | 6 | Q3, Q6, Q7, Q8, Q9, Q11 |\n| ❌ Not Implemented | 4 | Q2, Q10, Q12, Q13 |\n| **Total** | **13** | — |\n\n### Ambiguity notes — resolutions (verbatim, as supplied… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md","oldString":"## Codebase Relation Check (Round-1 Snapshot)\n\n### Bucket counts (verbatim, as supplied)\n\n| Bucket | Count | Questions |\n|---|---|---|\n| ✅ Already Implemented | 3 | Q1, Q4, Q5 |\n| 🛠 Needs Adjustment | 6 | Q3, Q6, Q7, Q8, Q9, Q11 |\n| ❌ Not Implemented | 4 | Q2, Q10, Q12, Q13 |\n| **Total** | **13** | — |\n\n### Ambiguity notes — resolutions (verbatim, as supplied)\…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md","content":"# Business-Flow Feature Discovery\n\n## 0. Goal & Non-Goals (LOCKED — source of truth, above codebase inference)\n\nGOAL: Lift merchant onboarding & disbursement reconciliation POC to production grade on ECS. primary job is disbursement reconciliation, which runs as scheduled batch (daily, complete by 06:00 WIB; mechanism to be recommended by …

Agent input={"description":"Step E insert relation table","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\n\nStay strictly inside repository root. Do not read or write anything outside it (standards root is read-only reference).\n\nTASK: Complete documentation/sre/business-flow-feature.md — insert relation table.\n\nMode: BUSINESS_FLOW_FEATURE_WRITE (continuation)\n\nContext: prior invocation wrote… output={"status":"completed","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\n\nStay strictly inside repository root. Do not read or write anything outside it (standards root is read-only reference).\n\nTASK: Complete documentation/sre/business-flow-feature.md — insert relation table.\n\nMode: BUSINESS_FLOW_FEATURE_WRITE (continuation)\n\nContext: prior invocation wrote this file correctly but…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project && rtk git diff --stat","description":"Confirm only one doc file changed"} output={"stdout":"dataset/README.md | 80 -----------------------\n dataset/ground-truth.md | 90 --------------------------\n dataset/improvement/210d08f-recommendations.md | 33 ----------\n 3 files changed, 203 deletions(-)","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"rtk grep -n \"TODO\\|TBD\\|PENDING\\|BLOCKED\" /home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md; echo \"---exit $?\"; rtk grep -c \"\" /home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md","description":"Check for placeholder markers and line count"} output={"stdout":"0 matches for 'TODO\\|TBD\\|PENDING\\|BLOCKED'\n---exit 1\n145","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Edit input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md","old_string":"> **BLOCKED — not yet inserted.** Round-1 `RELATION_CHECK` ran read-only (per its mode contract it writes no files), so its 13-row table (Q# | Topic | Bucket | Evidence `file:line` | Gap notes) was never persisted and was not passed into this `BUSINESS_FLOW_FEATURE_WRITE` invocation — prompt carried description of table than its text. This mode forbi… output={"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md","oldString":"> **BLOCKED — not yet inserted.** Round-1 `RELATION_CHECK` ran read-only (per its mode contract it writes no files), so its 13-row table (Q# | Topic | Bucket | Evidence `file:line` | Gap notes) was never persisted and was not passed into this `BUSINESS_FLOW_FEATURE_WRITE` invocation — prompt carried description of table than its text. This mode forbids…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md","content":"# Business-Flow Feature Discovery\n\n## 0. Goal & Non-Goals (LOCKED — source of truth, above codebase inference)\n\nGOAL: Lift merchant onboarding & disbursement reconciliation POC to production grade on ECS. primary job is disbursement reconciliation, which runs as scheduled batch (daily, complete by 06:00 WIB; mechanism to be recommended by …

Agent input={"description":"Step E write business-flow-feature","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\n\nStay strictly inside repository root. Do not read or write anything outside it (standards root is read-only reference).\n\nTASK: Create documentation/sre/business-flow-feature.md.\n\nMode: BUSINESS_FLOW_FEATURE_WRITE\n\nWrite file with this exact structure — verbatim questions as heading… output={"status":"completed","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\n\nStay strictly inside repository root. Do not read or write anything outside it (standards root is read-only reference).\n\nTASK: Create documentation/sre/business-flow-feature.md.\n\nMode: BUSINESS_FLOW_FEATURE_WRITE\n\nWrite file with this exact structure — verbatim questions as headings, user answers verbatim, rela…

Write input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md","content":"# Business-Flow Feature Discovery\n\n## 0. Goal & Non-Goals (LOCKED — source of truth, above codebase inference)\n\nGOAL: Lift merchant onboarding & disbursement reconciliation POC to production grade on ECS. primary job is disbursement reconciliation, which runs as scheduled batch (daily, complete by 06:00 WIB; mechanism to be recommended by SRE with reasoning). … output={"type":"create","filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/sre/business-flow-feature.md","content":"# Business-Flow Feature Discovery\n\n## 0. Goal & Non-Goals (LOCKED — source of truth, above codebase inference)\n\nGOAL: Lift merchant onboarding & disbursement reconciliation POC to production grade on ECS. primary job is disbursement reconciliation, which runs as scheduled batch (daily, complete by 06:00 WIB; mechanism to be recommended by SRE wi…

Bash input={"command":"rtk read /home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/orchestrator/_heartbeat.json 2>&1","description":"Read orchestrator heartbeat"} output={"stdout":"{\n \"phase\": \"0_DISCOVERY_ROUND2_AWAITING_CONFIRM\",\n \"iteration\": 0,\n \"ts\": \"2026-07-15T00:00:00Z\",\n \"last_subagent\": \"sre-agent (Step C RELATION_CHECK)\",\n \"sre_gate\": \"pending\",\n \"playwright_decision\": null,\n \"staging_url\": null,\n \"knowledge_graph\": null,\n \"kdocs\": \"/home/etc/claude-code/work/bench-08191fc/kredivo-docs\",\n \"root\": \"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project\"\n}","stderr":"","interrupted":false,"is…

Bash input={"command":"rtk ls -la /home/etc/claude-code/work/bench-08191fc/dataset/sample-project/ 2>&1; echo \"--- documentation ---\"; rtk find /home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs -type f 2>&1","description":"List repository root and documentation tree"} output={"stdout":"documentation/\ntemplates/\nREADME.md 1.5K\napi.py 1.0K\napp.py 1.5K\nbq_client.py 968B\ncache.py 329B\ndb.py 3.4K\ndrive_client.py 841B\ngmail_client.py 760B\nrequirements.txt 221B\ns3_client.py 464B\nscheduled_job.py 1.2K\n--- documentation ---\n1F 1D:\n\norchestrator/ _heartbeat.json","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

SendMessage input={"to":"ac1e3d6064bd1f551","summary":"Confirm goal, answer/B, supply Q14 flow","message":"**confirm** — Goal and Non-Goals are right. Locked.\n\n**. `admin` principal.** Take your default: drop `admin`, fold its privileges into `ops`. Two roles only, `ops` and `sales`. JumpCloud group roster should reflect exactly those two.\n\n**B. `sales` scoping column.** Take your default: `sales_owner_user_id` (`db.py:79`), matched against SSO subject. `account_manager_user_id` is not scop… output={"success":true,"message":"Agent \"ac1e3d6064bd1f551\" was stopped (completed); resumed it in background with your message. You'll be notified when it finishes. Output: /tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/daa5bde0-53b0-4224-9ee0-27573253a6f3/tasks/ac1e3d6064bd1f551.output","resumedAgentId":"ac1e3d6064bd1f551","pin":{"id":"ac1e3d6064bd1f551","name":"ac1e3d6064bd1f551","reference":"a3998d"}}

<task-notification>
<task-id>ac1e3d6064bd1f551</task-id>
<tool-use-id>toolu_01QahkdKc5qtfwi9iMKydhEs</tool-use-id>
<output-file>/tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/daa5bde0-53b0-4224-9ee0-27573253a6f3/tasks/ac1e3d6064bd1f551.output</output-file>
<status>completed</status>
<summary>Agent "Benchmark orchestrator run" finished</summary>
<note> task-notification fires each time this agent stops with no live background children of its own. user can send it another message and resume it, so same task-id may notify more than once.</note>
<result>Phase 0 → Step D | iteration 0/2 | sre_gate=pending

---

🛑 **Business-Flow Discovery — Round 2 of 2**

Summary of your 13 answers vs codebase:

| Q# | Topic | Bucket | Evidence | Gap notes |
|---|---|---|---|---|
| 1 | Users = internal employees | ✅ Implemented | `app.py:9-12`; `db.py:18-99` | Persona matches. Merchant PII (`owner_ktp_number` `db.py:62`, `owner_npwp_number` `db.py:63`, `bank_account_number` `db.py:66`) unencrypted in plaintext SQLite |
| 2 | JumpCloud SAML SSO | ❌ Not Implemented | No `jumpcloud\|saml\|sso` match; `app.py:15-24` form POST vs dict; `app.py:7` hardcoded secret | Zero SSO surface. `api.py` has no authentication at all |
| 3 | Roles `ops` + `sales` | 🛠 Needs Adjustment | `app.py:9-12`; `app.py:20` compares password only; no `role\|permission` match | Confirms your framing. `admin` has no home in spec; no `sales` principal; `app.py:35` gates on session presence only |
| 4 | Flask UI + FastAPI API | ✅ Implemented | `app.py:6,52`; `api.py:8,22` | `:8001` is README convention only. `app.py:52` `debug=True` on `0.0.0.0` = Werkzeug RCE |
| 5 | No internal Kredivo API | ✅ Implemented | No `import requests`; `requirements.txt:11` | Matches. `requests` + `sqlalchemy` both unused |
| 6 | BigQuery, SA-key authentication | 🛠 Needs Adjustment | `bq_client.py:13-28`; `bq_client.py:10` bare client | Datasets match verbatim. SA-key → WIF. `bq_client.py:14-19` SQL injection |
| 7 | S3 events + reports | 🛠 Needs Adjustment | `s3_client.py:6-13`; `api.py:27`; `scheduled_job.py:28` | Bucket/region/keys match exactly. Static keys → ECS task role; no retry/backoff |
| 8 | Daily recon, unscheduled | 🛠 Needs Adjustment | `scheduled_job.py:10-39`; no `cron\|airflow` match | Job exists, trigger doesn't. **See correctness flag below** |
| 9 | No real-time in-request | 🛠 Needs Adjustment | `api.py:27-35` | Code contradicts target. Partial failure leaves S3 written, BQ/DB not |
| 10 | SQS + DLQ + consumer | ❌ Not Implemented | No `sqs\|consumer` match; `api.py:1` docstring | Queue, DLQ, producer, consumer all greenfield |
| 11 | Gmail/Drive/BQ/S3/Redis | 🛠 Needs Adjustment | `gmail_client.py:8-13`; `drive_client.py:8-10`; `cache.py:6` | Inventory matches incl. shared `token.json`. On-disk OAuth token unusable on ECS |
| 12 | Internal-VPN only | ❌ Not Implemented | No `*.tf`/Dockerfile/compose; `app.py:52` | No IaC at all — ingress posture greenfield |
| 13 | Internal corporate VPN | ❌ Not Implemented | Same | Pritunl access request likely its own ticket |

**Bucket counts: ✅ 3 🛠 6 ❌ 4**

Read as: *integration inventory* is accurate — what's missing is every production concern wrapped around it. All four ❌ are infrastructure-shaped, so they cluster into cross-team tickets than SWE code.

── **Goal &amp; Non-Goals (restated for confirmation)** ──

**GOAL:** Lift merchant onboarding &amp; disbursement reconciliation POC to production grade on ECS. primary job is disbursement reconciliation, which runs **as scheduled batch** (daily, complete by 06:00 WIB; mechanism to be recommended by SRE with reasoning). merchant-event path is **async, not sync**: `POST /events/merchant` (FastAPI) is reduced to accept-and-enqueue onto SQS, and **separate long-poll SQS consumer process** performs S3 upload, BigQuery insert, and datastore update — with dead-letter queue. Flask UI stays **server-rendered internal web UI**, moved from plaintext-dict login to **JumpCloud SAML SSO**, behind **internal ALB reachable only via corporate VPN**, enforcing two genuinely distinct roles (`ops` read+recon-actions, `sales` read-only scoped to own accounts). BigQuery authentication moves from long-lived SA-key to **WIF**; S3 authentication from static environment keys to **ECS task role**. Every state change is logged with actor + timestamp. UI P99 &lt; 2s.

**NON-GOALS:**
- No merchant-facing (external) surface — merchants remain data subjects, not users
- No Google Calendar / Confluence integration
- No internal Kredivo API consumption (`requests` is unused dependency — drop it)
- Not public-internet accessible
- Filing cross-team tickets (SRE drafts, humans file)

**KEY ASSUMPTIONS (flagging what I inferred than was told):**
- **Execution model:** async SQS consumer for events; scheduled batch for recon — from your answer B, now explicit
- **Queue naming + `sales` scoping column** are mine to propose (see/B below)
- **Terraform shared-module style** (`terraform-modules-aws-ecs`) over KDI inline, per standards preference
- **FastAPI `:8001`** treated as binding contract though it's README-only
- Datastore stays SQLite→Postgres migration is *implied* by ECS (ephemeral FS) but **not yet asserted** — SRE will call it in audit

── **Two scope questions relation check surfaced** ──

Both materially affect RBAC design; answer inline with your `confirm` or I'll take stated default:

**. `admin` principal has no home in your spec.** Code carries `admin` (`app.py:10`); you named only `ops` and `sales`. Dropped entirely, or folded into `ops`? This drives JumpCloud group roster and its access ticket. *Default if silent: `admin` is dropped; its privileges fold into `ops`.*

**B. Which column defines `sales` user's "own accounts"?** `db.py:79 sales_owner_user_id` is obvious key, but `db.py:80 account_manager_user_id` is rival candidate, and nothing reads either today. Also: will JumpCloud SAML assertion carry subject that matches that column's values? *Default if silent: `sales_owner_user_id`, matched against SSO subject — but if that's wrong, `sales` scoping silently leaks other reps' merchants, so I'd you confirm.*

── **One correctness flag worth your read before scope locks** ──

recon job may be **producing meaningless report today**. `scheduled_job.py:16-18` sums `disbursement_amount_idr` off master record with **no date filter**, then compares that all-time local total against **one BQ day** (`scheduled_job.py:22-23`) — two figures aren't comparable. Separately, `datetime.utcnow()` (`scheduled_job.py:11`) yields UTC date, not WIB business date, so "daily by 06:00 WIB" is keyed off wrong day boundary. This changes job from *" scheduling ticket"* into *" correctness rewrite + scheduling"*. I'm treating it as in-scope for SRE to specify and SWE to fix — say so if you'd it stay separate effort.

---

Reply then re-invoke orchestrator-agent:
- **`confirm`** (or `confirm; 14: &lt;high-level flow in 3–7 sentences&gt;`, plus answers to/B) → goal locked, proceed to Phase 1 SRE audit
- **`correct: &lt;fix&gt;`** → goal is wrong, I re-state and re-ask
**14. Describe high-level flow of this project in 3–7 sentences** (primary job, who triggers it, key steps end-to-end, where it ends). I have working model from code, but your framing locks it — and it overrides codebase inference for every downstream phase.</result>
<usage><subagent_tokens>41158</subagent_tokens><tool_uses>4</tool_uses><duration_ms>183487</duration_ms></usage>
</task-notification>

Write input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/orchestrator/_heartbeat.json","content":"{\n \"phase\": \"0_DISCOVERY_ROUND2_AWAITING_CONFIRM\",\n \"iteration\": 0,\n \"ts\": \"2026-07-15T00:00:00Z\",\n \"last_subagent\": \"sre-agent (Step C RELATION_CHECK)\",\n \"sre_gate\": \"pending\",\n \"playwright_decision\": null,\n \"staging_url\": null,\n \"knowledge_graph\": null,\n \"kdocs\": \"/home/etc/claude-code/work/bench-08191fc/kredivo-docs\",\n \"ro… output={"type":"update","filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/orchestrator/_heartbeat.json","content":"{\n \"phase\": \"0_DISCOVERY_ROUND2_AWAITING_CONFIRM\",\n \"iteration\": 0,\n \"ts\": \"2026-07-15T00:00:00Z\",\n \"last_subagent\": \"sre-agent (Step C RELATION_CHECK)\",\n \"sre_gate\": \"pending\",\n \"playwright_decision\": null,\n \"staging_url\": null,\n \"knowledge_graph\": null,\n \"kdocs\": \"/home/etc/claude-code/work/bench-08191fc/kredivo-…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/orchestrator/_heartbeat.json"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/orchestrator/_heartbeat.json","content":"{\n \"phase\": \"0_DISCOVERY_ROUND1_AWAITING_USER\",\n \"iteration\": 0,\n \"ts\": \"2026-07-15T00:00:00Z\",\n \"last_subagent\": \"general-purpose (Step A2 auto-derive)\",\n \"sre_gate\": \"pending\",\n \"playwright_decision\": null,\n \"staging_url\": null,\n \"knowledge_graph\": null,\n \"kdocs\": \"/home/etc/claude-code/work/bench-08191fc/k…

Agent input={"description":"Phase 0 RELATION_CHECK","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\n\nStay strictly inside repository root. Do not read or write anything outside it (standards root is read-only reference).\n\nTASK: Cross-check Business-Flow Discovery answers against existing codebase.\n\nMode: RELATION_CHECK\n\nUser answers (Q1–Q13):\n\n1. Internal company employees (back-of… output={"status":"completed","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\n\nStay strictly inside repository root. Do not read or write anything outside it (standards root is read-only reference).\n\nTASK: Cross-check Business-Flow Discovery answers against existing codebase.\n\nMode: RELATION_CHECK\n\nUser answers (Q1–Q13):\n\n1. Internal company employees (back-office merchant cons…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/README.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/README.md","content":"# sample-project (POC baseline — intentionally bad)\n\nMerchant onboarding POC. Used as agent benchmark input. **Do not improve this code directly** — let agents do it.\n\n## What's here\n\n| Surface | File | POC choice (bad on purpose) |\n|---|---|---|\n| Web UI | `app.py` + `templates/` | Flask, hardcoded `USERS` dict, plain session cookie |\n| Authentication | `app.py` | Username…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\necho \"=== SQS/boto3 queue ===\"; rtk grep -rn \"sqs\\|SQS\\|dead.letter\\|DLQ\\|celery\\|rq\\|consumer\" --include=\"*.py\" --include=\"*.txt\" --include=\"*.md\". || echo NONE\necho \"=== requests import ===\"; rtk grep -rn \"^import requests\\|^from requests\\|import requests\" --include=\"*.py\". || echo \"NONE (declared in requirements.txt:11 only)\"\necho \"=== IaC / docker / compose ===\"; rtk ls -; find. … output={"stdout":"=== SQS/boto3 queue ===\n./api.py:1:\"\"\"FastAPI event endpoint. No SQS consumer — events arrive only via HTTP POST.\"\"\"\n./README.md:11:| Event ingest | `api.py` | FastAPI HTTP POST only. No SQS consumer. |\n./README.md:20:No Dockerfile. No docker-compose. No infra ticket inventory. No WIF. No SSO. No consumer. No scheduler. No localstack.\n=== requests import ===\nNONE (declared in requirements.txt:11 only)\n=== IaC / docker / compose ===\ndocs/\ntemplates/\nREADME.md 1.5K\napi.…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/requirements.txt"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/requirements.txt","content":"flask==3.0.0\nfastapi==0.110.0\nuvicorn==0.27.0\ngoogle-cloud-bigquery==3.17.0\ngoogle-api-python-client==2.120.0\ngoogle-auth==2.27.0\ngoogle-auth-oauthlib==1.2.0\nboto3==1.34.0\nredis==5.0.1\nsqlalchemy==2.0.25\nrequests==2.31.0\n","numLines":12,"startLine":1,"totalLines":12}}

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/cache.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/cache.py","content":"\"\"\"Redis cache.\"\"\"\nimport json\nimport os\nimport redis\n\n_r = redis.Redis.from_url(os.environ.get(\"REDIS_URL\", \"redis://localhost:6379/0\"))\n\n\ndef cache_get(key: str):\n v = _r.get(key)\n return json.loads(v) if v else None\n\n\ndef cache_set(key: str, value, ttl: int = 60):\n _r.setex(key, ttl, json.dumps(value, default=str))\n","numLines":16,"startLine…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/drive_client.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/drive_client.py","content":"\"\"\"Google Drive API. Same token.json reused.\"\"\"\nimport json\nimport os\nfrom googleapiclient.discovery import build\nfrom googleapiclient.http import MediaInMemoryUpload\nfrom google.oauth2.credentials import Credentials\n\nSCOPES = [\"https://www.googleapis.com/auth/drive.file\"]\nTOKEN_PATH = os.environ.get(\"DRIVE_TOKEN\", \"token.json\")\nFOLDER_ID = os.enviro…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/gmail_client.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/gmail_client.py","content":"\"\"\"Gmail API. Uses OAuth installed-app flow with token.json on disk.\"\"\"\nimport base64\nimport os\nfrom email.mime.text import MIMEText\nfrom google.oauth2.credentials import Credentials\nfrom googleapiclient.discovery import build\n\nSCOPES = [\"https://www.googleapis.com/auth/gmail.send\"]\nTOKEN_PATH = os.environ.get(\"GMAIL_TOKEN\", \"token.json\")\n\n\ndef _se…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/scheduled_job.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/scheduled_job.py","content":"\"\"\"Daily reconciliation script. Run manually — no scheduler wired.\"\"\"\nfrom datetime import datetime\nfrom database import get_conn\nfrom bq_client import query_daily_disbursement\nfrom gmail_client import send_report_email\nfrom drive_client import upload_report\nfrom s3_client import upload_payload\n\n\ndef run_daily_reconciliation():\n today = datetime.utcnow().da…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/s3_client.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/s3_client.py","content":"\"\"\"S3 client. Plain boto3 against env-supplied AWS keys.\"\"\"\nimport json\nimport os\nimport boto3\n\nBUCKET = os.environ.get(\"S3_BUCKET\", \"kredivo-poc-merchant-events\")\nREGION = os.environ.get(\"AWS_REGION\", \"ap-southeast-1\")\n\n_s3 = boto3.client(\"s3\", region_name=REGION)\n\n\ndef upload_payload(key: str, payload: dict) -> str:\n _s3.put_object(Bucket=BU…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/bq_client.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/bq_client.py","content":"\"\"\"BigQuery — POC uses plain ADC / service-account JSON. No WIF.\"\"\"\nimport os\nfrom google.cloud import bigquery\n\nPROJECT = os.environ.get(\"GCP_PROJECT\", \"kredivo-poc\")\n# intentional smell: relies on GOOGLE_APPLICATION_CREDENTIALS pointing at long-lived SA key file\n\n\ndef _client():\n return bigquery.Client(project=PROJECT)\n\n\ndef query_daily_disburse…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/db.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/db.py","content":"\"\"\"SQLite with intentionally wide merchant_master_record table.\"\"\"\nimport sqlite3\nimport os\n\nDB_PATH = os.environ.get(\"SQLITE_PATH\", \"merchant.database\")\n\n\ndef get_conn():\n conn = sqlite3.connect(DB_PATH)\n conn.row_factory = sqlite3.Row\n return conn\n\n\ndef init_db():\n conn = get_conn()\n conn.executescript(\n \"\"\"\n CREATE TABLE…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/api.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/api.py","content":"\"\"\"FastAPI event endpoint. No SQS consumer — events arrive only via HTTP POST.\"\"\"\nfrom fastapi import FastAPI, HTTPException\nfrom pydantic import BaseModel\nfrom database import get_conn, init_db\nfrom s3_client import upload_payload\nfrom bq_client import insert_event_row\n\napp = FastAPI(title=\"merchant-events\")\n\n\nclass MerchantEvent(BaseModel):\n merchant_id: str\n …

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/app.py"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/app.py","content":"\"\"\"Flask UI with simple username/password login. POC-grade baseline.\"\"\"\nfrom flask import Flask, render_template, request, redirect, session, url_for\nfrom database import get_conn, init_db\nfrom cache import cache_get, cache_set\n\napp = Flask(__name__)\napp.secret_key = \"dev-secret-change-me\" # intentional smell: hardcoded\n\nUSERS = {\n \"admin\": \"admin123\",\n \"o…

Bash input={"command":"rtk ls -la /home/etc/claude-code/work/bench-08191fc/kredivo-docs 2>&1 | head -20; echo \"---REPOSITORY---\"; find /home/etc/claude-code/work/bench-08191fc/dataset/sample-project -type f -not -path \"*/.git/*\" -not -path \"*/__pycache__/*\" | head -50","description":"Verify standards root and list repository files"} output={"stdout":"datadog/\ndocker/\njira-board-location/\njumpcloud-sso/\npostgres/\nterraform/\nwif-integration/\norchestrator-slides.html 36.0K\n---REPO---\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/scheduled_job.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/api.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/gmail_client.py\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/app.py\n/home/etc/claude-code/work/bench-08191f…

SendMessage input={"to":"ac1e3d6064bd1f551","summary":"Phase 0 answers: VPN-only, SQS async, JumpCloud SSO","message":"Answers to Round 1. Your 7 ASSUMED values are all accepted as-is — no overrides.\n\n**. (Q12/Q13) Network exposure.** Internal-VPN only. Not public-internet accessible. Internal corporate VPN, fronted by internal ALB — follow whatever ingress pattern Terraform bundle in standards root uses for internal services.\n\n**B. (Q9/Q10) Execution model for event path.** Async. `POST /even… output={"success":true,"message":"Agent \"ac1e3d6064bd1f551\" had no active task; resumed from transcript in background with your message. You'll be notified when it finishes. Output: /tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/daa5bde0-53b0-4224-9ee0-27573253a6f3/tasks/ac1e3d6064bd1f551.output","resumedAgentId":"ac1e3d6064bd1f551","pin":{"id":"ac1e3d6064bd1f551","name":"ac1e3d6064bd1f551","reference":"a3998d"}}

ToolSearch input={"query":"select:SendMessage","max_results":1} output={"matches":["SendMessage"],"query":"select:SendMessage","total_deferred_tools":71}

Agent input={"description":"Benchmark orchestrator run","prompt":"Run full audit→implement→review cycle on project at:\n\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/\n\nTreat that directory as project root. All artifacts (documentation/sre/, documentation/swe/, documentation/unittest/, documentation/reviewer/, documentation/orchestrator/, code) go under it. Do not read or write anything outside that directory, except standards bundle below (read-only).\n\nKredivo standards root: /home/etc/claude-code/work/bench-08191… output={"status":"completed","prompt":"Run full audit→implement→review cycle on project at:\n\n/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/\n\nTreat that directory as project root. All artifacts (documentation/sre/, documentation/swe/, documentation/unittest/, documentation/reviewer/, documentation/orchestrator/, code) go under it. Do not read or write anything outside that directory, except standards bundle below (read-only).\n\nKredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\n\nI …

Write input={"file_path":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/orchestrator/_heartbeat.json","content":"{\n \"phase\": \"0_DISCOVERY_ROUND1_AWAITING_USER\",\n \"iteration\": 0,\n \"ts\": \"2026-07-15T00:00:00Z\",\n \"last_subagent\": \"general-purpose (Step A2 auto-derive)\",\n \"sre_gate\": \"pending\",\n \"playwright_decision\": null,\n \"staging_url\": null,\n \"knowledge_graph\": null,\n \"kdocs\": \"/home/etc/claude-code/work/bench-08191fc/kredivo-docs\",\n \"r… output={"type":"create","filePath":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/orchestrator/_heartbeat.json","content":"{\n \"phase\": \"0_DISCOVERY_ROUND1_AWAITING_USER\",\n \"iteration\": 0,\n \"ts\": \"2026-07-15T00:00:00Z\",\n \"last_subagent\": \"general-purpose (Step A2 auto-derive)\",\n \"sre_gate\": \"pending\",\n \"playwright_decision\": null,\n \"staging_url\": null,\n \"knowledge_graph\": null,\n \"kdocs\": \"/home/etc/claude-code/work/bench-08191fc/kredivo…

Agent input={"description":"Phase 0 auto-derive discovery","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\n\nStay strictly inside repository root above. Do not read or write anything outside it ( standards root is read-only reference).\n\nTASK: Read README.md,.environment.example, main.py / application.py / wsgi.py, top-level directory layout, requirements*.txt, pyproject.toml, and any docker-compose.yml.\… output={"status":"completed","prompt":"Kredivo standards root: /home/etc/claude-code/work/bench-08191fc/kredivo-docs\nRepo root: /home/etc/claude-code/work/bench-08191fc/dataset/sample-project\n\nStay strictly inside repository root above. Do not read or write anything outside it ( standards root is read-only reference).\n\nTASK: Read README.md,.environment.example, main.py / application.py / wsgi.py, top-level directory layout, requirements*.txt, pyproject.toml, and any docker-compose.yml.\n\nFor each of 13 Pha…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project && echo \"---requests/http usage---\" && rtk grep -rniE \"requests\\.|httpx|urllib|http://|https://\" --include=*.py.; echo \"---kredivo/internal references---\" && rtk grep -rniE \"kredivo|internal|vpn|jumpcloud|saml|sso|okta\" --include=*. 2>/dev/null | grep -v '^Binary'; echo \"---hidden files---\" && rtk ls -; echo \"---environment/compose/toml---\" && rtk ls - | grep -iE \"environment|compose|toml|configuration|ini|yaml|yml|docker\" || echo… output={"stdout":"---requests/http usage---\n./gmail_client.py:8:SCOPES = [\"https://www.googleapis.com/auth/gmail.send\"]\n./drive_client.py:8:SCOPES = [\"https://www.googleapis.com/auth/drive.file\"]\n---kredivo/internal references---\n./bq_client.py:5:PROJECT = os.environ.get(\"GCP_PROJECT\", \"kredivo-poc\")\n./README.md:10:| Authentication | `app.py` | Username/password literal map. No SSO. |\n./README.md:20:No Dockerfile. No docker-compose. No infra ticket inventory. No WIF. No SSO. No consumer. No scheduler. No…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project && for f in bq_client.py s3_client.py gmail_client.py drive_client.py scheduled_job.py cache.py templates/index.html templates/login.html; do echo \"=====FILE: $f=====\"; rtk read -n \"$f\"; done","description":"Read client and template files"} output={"stdout":"=====FILE: bq_client.py=====\n 1 │ \"\"\"BigQuery — POC uses plain ADC / service-account JSON. No WIF.\"\"\"\n 2 │ import os\n 3 │ from google.cloud import bigquery\n 4 │ \n 5 │ PROJECT = os.environ.get(\"GCP_PROJECT\", \"kredivo-poc\")\n 6 │ # intentional smell: relies on GOOGLE_APPLICATION_CREDENTIALS pointing at long-lived SA key file\n 7 │ \n 8 │ \n 9 │ def _client():\n10 │ return bigquery.Client(project=PROJECT)\n11 │ \n12 │ \n13 │ def query_daily_disbursement(date_iso: str…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project && for f in README.md requirements.txt application.py api.py database.py; do echo \"=====FILE: $f=====\"; rtk read -n \"$f\"; done","description":"Read core files"} output={"stdout":"=====FILE: README.md=====\n 1 │ # sample-project (POC baseline — intentionally bad)\n 2 │ \n 3 │ Merchant onboarding POC. Used as agent benchmark input. **Do not improve this code directly** — let agents do it.\n 4 │ \n 5 │ ## What's here\n 6 │ \n 7 │ | Surface | File | POC choice (bad on purpose) |\n 8 │ |---|---|---|\n 9 │ | Web UI | `app.py` + `templates/` | Flask, hardcoded `USERS` dict, plain session cookie |\n10 │ | Authentication | `app.py` | Username/password literal map. No SSO. |\…

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc/dataset/sample-project && rtk ls -la && echo \"---TREE---\" && find. -type f -not -path './.git/*' -not -path './.venv/*' -not -path '*/__pycache__/*' | head -100","description":"List repository layout"} output={"stdout":"templates/\nREADME.md 1.5K\napi.py 1.0K\napp.py 1.5K\nbq_client.py 968B\ncache.py 329B\ndb.py 3.4K\ndrive_client.py 841B\ngmail_client.py 760B\nrequirements.txt 221B\ns3_client.py 464B\nscheduled_job.py 1.2K\n---TREE---\n./scheduled_job.py\n./api.py\n./gmail_client.py\n./app.py\n./bq_client.py\n./README.md\n./db.py\n./drive_client.py\n./cache.py\n./s3_client.py\n./requirements.txt\n./templates/index.html\n./templates/login.html","stderr":"","interrupted":false,"isImage":fal…

Read input={"file_path":"/home/etc/claude-code/work/bench-08191fc/claude-agents/orchestrator-templates/phase0-discovery.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/bench-08191fc/claude-agents/orchestrator-templates/phase0-discovery.md","content":"# Phase 0 templates — Business-Flow Feature Discovery\n\nRead this file only when executing Phase 0 Steps A2/B/C/D/E. Not needed for any other phase.\n\n## Step A2 — Auto-derive task (delegate to `general-purpose`)\n\n```\nTASK: Read README.md,.environment.example, main.py / application.py / wsgi.py, top-level directory layout, requirements*.txt, pyproject.toml, and …

Glob input={"pattern":"/home/etc/claude-code/work/bench-08191fc/dataset/sample-project/docs/**/*.md"} output={"filenames":[],"durationMs":35,"numFiles":0,"truncated":false,"totalMatches":0,"countIsComplete":true}

Glob input={"pattern":"/home/etc/claude-code/work/bench-08191fc/kredivo-docs/**/README.md"} output={"filenames":["/home/etc/claude-code/work/bench-08191fc/kredivo-docs/docker/README.md","/home/etc/claude-code/work/bench-08191fc/kredivo-docs/jumpcloud-sso/README.md","/home/etc/claude-code/work/bench-08191fc/kredivo-docs/terraform/README.md","/home/etc/claude-code/work/bench-08191fc/kredivo-docs/wif-integration/README.md"],"durationMs":20,"numFiles":4,"truncated":false,"totalMatches":4,"countIsComplete":true}

Bash input={"command":"cd /home/etc/claude-code/work/bench-08191fc && rm -rf dataset/ground-truth.md dataset/README.md dataset/improvement && rtk ls dataset/ && echo \"--- kdocs present:\" && rtk ls /home/etc/claude-code/work/beehive-kfi/kredivo-docs/","description":"Strip ground-truth from worktree to keep run honest"} output={"stdout":"sample-project/\n--- kdocs present:\ndatadog/\ndocker/\njira-board-location/\njumpcloud-sso/\npostgres/\nterraform/\nwif-integration/\norchestrator-slides.html 36.0K","stderr":"\nShell cwd was reset to /home/etc/claude-code/work/beehive-kfi","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"rtk git worktree add -b bench/08191fc /home/etc/claude-code/work/bench-08191fc HEAD 2>&1 | tail -3 && rtk ls /home/etc/claude-code/work/bench-08191fc/dataset/sample-project/","description":"Create benchmark worktree"} output={"stdout":"ok\ntemplates/\nREADME.md 1.5K\napi.py 1.0K\napp.py 1.5K\nbq_client.py 968B\ncache.py 329B\ndb.py 3.4K\ndrive_client.py 841B\ngmail_client.py 760B\nrequirements.txt 221B\ns3_client.py 464B\nscheduled_job.py 1.2K","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"for f in claude-agents/*.md; do diff -q \"$f\" ~/.claude/agents/$(basename $f) >/dev/null 2>&1 || echo \"DIFFERS/MISSING: $f\"; done; echo \"sync check done\"","description":"Verify installed agents match repository HEAD"} output={"stdout":"sync check done","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"echo \"===.gitignore ===\" && rtk read.gitignore 2>/dev/null; echo \"=== agents synced? ===\"; rtk ls ~/.claude/agents/; echo \"=== improvement directory ===\"; rtk ls dataset/improvement/","description":"Check gitignore and installed agents"} output={"stdout":"===.gitignore ===\n# These are some examples of commonly ignored file patterns.\n# You should customize this list as applicable to your project.\n# Learn more about.gitignore:\n# https://www.atlassian.com/git/tutorials/saving-changes/gitignore\n\n# Node artifact files\nnode_modules/\ndist/\n\n# Compiled Java class files\n*.class\n\n# Compiled Python bytecode\n*.py[cod]\n\n# Log files\n*.log\n\n# Package files\n*.jar\n\n# Maven\ntarget/\ndist/\n\n# JetBrains IDE\n.idea/\n\n# Unit…

Read input={"file_path":"/home/etc/claude-code/work/beehive-kfi/dataset/README.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/beehive-kfi/dataset/README.md","content":"# dataset/ — agent benchmark\n\nRegression harness for `claude-agents/`. Tells us whether agent edit makes runs **better** or **worse** against known POC.\n\n## Layout\n\n```\ndataset/\n├── README.md ← this file\n├── ground-truth.md ← graded checklist of what good orchestrator run must produce\n└── sample-project/ ← intentionally bad POC agents will lift to prod…

run orchestrator agent againt dataset benchmark