cavemem

Bash input={"command":"rtk git log --oneline -1 && rtk git status -sb | head -2","description":"Confirm push landed"} output={"stdout":"08191fc feat(agents): add knowledge-graph agent + skill, dispatched by orchestrator only\n## master...origin/master","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"rtk git push origin master 2>&1 | tail -5","description":"Push to master"} output={"stdout":"ok master","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"git commit -F - <<'EOF'\nfeat(agents): add knowledge-graph agent + skill, dispatched by orchestrator only\n\nPort of Copilot knowledge-graph-agent to both delivery surfaces. Scans \ncodebase (Python/JS/TS/Go/Java/Rust) and writes knowledge-graph.yaml at \nproject root, pinned to commit hash, so later phases navigate by graph\ninstead of grepping blind.\n\nInvocation is restricted to orchestrator-agent / orchestrator skill. \nruntime enforces no caller ACL, so res… output={"stdout":"[master 08191fc] feat(agents): add knowledge-graph agent + skill, dispatched by orchestrator only\n 6 files changed, 336 insertions(+), 4 deletions(-)\n create mode 100644.claude/skills/knowledge-graph/SKILL.md\n create mode 100644 claude-agents/knowledge-graph-agent.md","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"gitOperation":{"commit":{"sha":"08191fc","kind":"committed"}}}

Bash input={"command":"cp /home/etc/claude-code/work/beehive-kfi/claude-agents/*.md ~/.claude/agents/ && rtk git add - && rtk git status --short","description":"Sync agents and stage all changes"} output={"stdout":"ok 6 files changed, 336 insertions(+), 4 deletions(-)\nA.claude/skills/knowledge-graph/SKILL.md\nM.claude/skills/orchestrator/SKILL.md\nM.claude/skills/orchestrator/references/phase-1-sre-gate.md\nM  claude-agents/README.md\nA  claude-agents/knowledge-graph-agent.md\nM  claude-agents/orchestrator-agent.md","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Edit input={"file_path":"/home/etc/claude-code/work/beehive-kfi/.claude/skills/orchestrator/SKILL.md","old_string":"4. After each phase boundary, `Write` `_heartbeat.json` = `{phase, iteration, ts, last_subagent, sre_gate, playwright_decision, staging_url}`.","new_string":"4. After each phase boundary, `Write` `_heartbeat.json` = `{phase, iteration, ts, last_subagent, sre_gate, playwright_decision, staging_url, knowledge_graph}`.","replace_all":false} output={"filePath":"/home/etc/claude-code/work/beehive-kfi/.claude/skills/orchestrator/SKILL.md","oldString":"4. After each phase boundary, `Write` `_heartbeat.json` = `{phase, iteration, ts, last_subagent, sre_gate, playwright_decision, staging_url}`.","newString":"4. After each phase boundary, `Write` `_heartbeat.json` = `{phase, iteration, ts, last_subagent, sre_gate, playwright_decision, staging_url, knowledge_graph}`.","originalFile":"---\nname: orchestrator\ndescription: Use when codebase needs…

Bash input={"command":"rtk grep -rn \"heartbeat\" /home/etc/claude-code/work/beehive-kfi/.claude/skills/orchestrator/SKILL.md | head -8","description":"Find heartbeat schema in orchestrator skill"} output={"stdout":"15:- **OUTPUTS:** agent dispatches; gate messages returned to parent; `_heartbeat.json` at every phase boundary; `docs/orchestrator/run-summary.md` ( ONLY file you author).\n22:> You have **no Edit/Bash/code-write tools**. ONLY file you write is `docs/orchestrator/run-summary.md` (final synthesis) and state file `docs/orchestrator/_heartbeat.json`.\n34:1. `Glob`/`Read` `docs/orchestrator/_heartbeat.json` and any existing gate files. Skip any phase whose canonical artifa…

Edit input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/orchestrator-agent.md","old_string":"3. After each phase boundary, `Write` `_heartbeat.json` with `{phase, iteration, ts, last_subagent, sre_gate, playwright_decision, staging_url}` so gate state survives fresh sessions.","new_string":"3. After each phase boundary, `Write` `_heartbeat.json` with `{phase, iteration, ts, last_subagent, sre_gate, playwright_decision, staging_url, knowledge_graph}` so gate state survives fresh sessio… output={"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/orchestrator-agent.md","oldString":"3. After each phase boundary, `Write` `_heartbeat.json` with `{phase, iteration, ts, last_subagent, sre_gate, playwright_decision, staging_url}` so gate state survives fresh sessions.","newString":"3. After each phase boundary, `Write` `_heartbeat.json` with `{phase, iteration, ts, last_subagent, sre_gate, playwright_decision, staging_url, knowledge_graph}` so gate state survives fresh sessions.…

Bash input={"command":"rtk git diff","description":"Review full diff before commit"} output={"stdout":".../orchestrator/references/phase-1-sre-gate.md | 20 ++++++++++++++++\n claude-agents/README.md | 7 ++++--\n claude-agents/orchestrator-agent.md | 27 ++++++++++++++++++++++\n 3 files changed, 52 insertions(+), 2 deletions(-)\n\n--- Changes ---\n\n.claude/skills/orchestrator/references/phase-1-sre-gate.md\n @@ -1,5 +1,25 @@\n +## Phase 1 pre-step — knowledge graph (delegate to knowledge-graph, optional, once per run)\n +\n + `knowled…

Bash input={"command":"rtk git diff --stat && echo \"--- remote ---\" && git remote -v && echo \"--- branch ---\" && git rev-parse --abbrev-ref HEAD && echo \"--- upstream ---\" && git rev-parse --abbrev-ref --symbolic-full-name @{u} 2>/dev/null || echo \"no upstream\"","description":"Check diff stat and remote configuration"} output={"stdout":".../orchestrator/references/phase-1-sre-gate.md | 20 ++++++++++++++++\n claude-agents/README.md | 7 ++++--\n claude-agents/orchestrator-agent.md | 27 ++++++++++++++++++++++\n 3 files changed, 52 insertions(+), 2 deletions(-)\n--- remote ---\norigin\thttps://x-bitbucket-api-token-auth:ATATT3xFfGF0DTNKKsMRnXoHdAtJDK_hzRq9WHQhkynDm05k-VXvK4aHo-Dt5qvSiuEbrRW20jy2a2oP8dU7zUY_06RiOtO7qfMt_TS7bPc1CIAvdpXkkv19GcSMR9r-18clCxaOiBBzGW1hO29cU_5ROt9GZi…

commit this and push to master

Bash input={"command":"rtk ls.claude/skills/ && echo \"--- git status ---\" && rtk git status --short","description":"Verify skills directory and git status"} output={"stdout":"knowledge-graph/\norchestrator/\nreviewer/\nsre/\nswe/\n--- git status ---\n M.claude/skills/orchestrator/references/phase-1-sre-gate.md\n M claude-agents/README.md\n M claude-agents/orchestrator-agent.md\n??.claude/skills/knowledge-graph/\n?? claude-agents/knowledge-graph-agent.md","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"rtk ls -d ~/.claude/skills 2>/dev/null && echo \"EXISTS\" || echo \"ABSENT — user-scope skills not in use here\"","description":"Check user-scope skills directory"} output={"stdout":"ABSENT — user-scope skills not in use here","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"cp claude-agents/*.md ~/.claude/agents/ && echo \"--- agents synced ---\" && rtk grep -c \"\" claude-agents/knowledge-graph-agent.md.claude/skills/knowledge-graph/SKILL.md && echo \"--- frontmatter check ---\" && rtk read.claude/skills/knowledge-graph/SKILL.md --max-lines 4","description":"Sync agents and verify new files"} output={"stdout":"--- agents synced ---\nclaude-agents/knowledge-graph-agent.md:149\n.claude/skills/knowledge-graph/SKILL.md:133\n--- frontmatter check ---\n---\nname: knowledge-graph\n[131 more lines]","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Edit input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/README.md","old_string":"cp -r /path/to/beehive-kfi/.claude/skills/{orchestrator,sre,swe,reviewer}.claude/skills/","new_string":"cp -r /path/to/beehive-kfi/.claude/skills/{orchestrator,sre,swe,reviewer,knowledge-graph}.claude/skills/","replace_all":false} output={"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/README.md","oldString":"cp -r /path/to/beehive-kfi/.claude/skills/{orchestrator,sre,swe,reviewer}.claude/skills/","newString":"cp -r /path/to/beehive-kfi/.claude/skills/{orchestrator,sre,swe,reviewer,knowledge-graph}.claude/skills/","originalFile":"# beehive-agents\n\nClaude Code subagent port of `dodo-agents/` (originally VS Code Copilot agents). Implements **parent-driven delegation and consolidation** topology described i…

Edit input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/README.md","old_string":"Four skills ship here: `orchestrator`, `sre`, `swe`, `reviewer`. They live under `.claude/skills/<role>/SKILL.md`.","new_string":"Five skills ship here: `orchestrator`, `sre`, `swe`, `reviewer`, `knowledge-graph`. They live under `.claude/skills/<role>/SKILL.md`.\n\n`knowledge-graph` is **not** role you invoke — it is internal step orchestrator dispatches at its Phase 1 pre-step, and it halts if … output={"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/README.md","oldString":"Four skills ship here: `orchestrator`, `sre`, `swe`, `reviewer`. They live under `.claude/skills/<role>/SKILL.md`.","newString":"Five skills ship here: `orchestrator`, `sre`, `swe`, `reviewer`, `knowledge-graph`. They live under `.claude/skills/<role>/SKILL.md`.\n\n`knowledge-graph` is **not** role you invoke — it is internal step orchestrator dispatches at its Phase 1 pre-step, and it halts if inv…

Edit input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/README.md","old_string":"| `knowledge-graph-agent.md` | `knowledge-graph-agent` | haiku | Static code-analysis scanner. Parses Python/JS/TS/Go/Java/Rust via AST where available, builds file/function/class call, import and inheritance graphs, writes `knowledge-graph.yaml` at project root pinned to commit hash. Read-only on source; no kredivo-docs dependency. |","new_string":"| `knowledge-graph-agent.md` | `knowledge-graph-ag… output={"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/README.md","oldString":"| `knowledge-graph-agent.md` | `knowledge-graph-agent` | haiku | Static code-analysis scanner. Parses Python/JS/TS/Go/Java/Rust via AST where available, builds file/function/class call, import and inheritance graphs, writes `knowledge-graph.yaml` at the project root pinned to a commit hash. Read-only on source; no kredivo-docs dependency. |","newString":"| `knowledge-graph-agent.md` | `knowledge-graph-agent…

Edit input={"file_path":"/home/etc/claude-code/work/beehive-kfi/.claude/skills/orchestrator/references/phase-1-sre-gate.md","old_string":"# Phase 1 — SRE Audit → Finalization → Human Review Gate\n\n## Phase 1 — SRE Audit (delegate to sre)","new_string":"# Phase 1 — SRE Audit → Finalization → Human Review Gate\n\n## Phase 1 pre-step — knowledge graph (delegate to knowledge-graph, optional, once per run)\n\nThe `knowledge-graph` skill is dispatched **here and nowhere else** — you are its only sanctioned call… output={"filePath":"/home/etc/claude-code/work/beehive-kfi/.claude/skills/orchestrator/references/phase-1-sre-gate.md","oldString":"# Phase 1 — SRE Audit → Finalization → Human Review Gate\n\n## Phase 1 — SRE Audit (delegate to sre)","newString":"# Phase 1 — SRE Audit → Finalization → Human Review Gate\n\n## Phase 1 pre-step — knowledge graph (delegate to knowledge-graph, optional, once per run)\n\nThe `knowledge-graph` skill is dispatched **here and nowhere else** — you are its only sanctioned caller.…

Write input={"file_path":"/home/etc/claude-code/work/beehive-kfi/.claude/skills/knowledge-graph/SKILL.md","content":"---\nname: knowledge-graph\ndescription: Internal orchestration step — invoked by orchestrator skill only, never directly by human. Scans codebase (Python, JS/TS, Go, Java, Rust) and writes knowledge-graph.yaml at project root, mapping files, functions, classes, and call/import/inheritance edges between them so later phases navigate by graph instead of grepping. Read-only on s… output={"type":"create","filePath":"/home/etc/claude-code/work/beehive-kfi/.claude/skills/knowledge-graph/SKILL.md","content":"---\nname: knowledge-graph\ndescription: Internal orchestration step — invoked by orchestrator skill only, never directly by human. Scans codebase (Python, JS/TS, Go, Java, Rust) and writes knowledge-graph.yaml at project root, mapping files, functions, classes, and call/import/inheritance edges between them so later phases navigate by graph instead of grepping.…

Read input={"file_path":"/home/etc/claude-code/work/beehive-kfi/.claude/skills/orchestrator/references/phase-1-sre-gate.md","limit":24} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/beehive-kfi/.claude/skills/orchestrator/references/phase-1-sre-gate.md","content":"# Phase 1 — SRE Audit → Finalization → Human Review Gate\n\n## Phase 1 — SRE Audit (delegate to sre)\n\n```\nInvoke the `sre` skill, then follow it. TASK: Run full SRE audit.\n\nRead first: documentation/sre/business-flow-feature.md §0 Goal & Non-Goals — LOCKED goal. Audit against it, above codebase inference. Code contradicting §0 is finding, not reason…

Bash input={"command":"rtk ls /home/etc/claude-code/work/beehive-kfi/.claude/skills/orchestrator/references/ && echo \"---\" && rtk grep -n \"sre\\` skill\\|general-purpose\\|Phase 1\" /home/etc/claude-code/work/beehive-kfi/.claude/skills/orchestrator/references/phase-1-sre-gate.md | head -20","description":"Inspect orchestrator skill references"} output={"stdout":"phase-0-discovery.md 6.6K\nphase-1-sre-gate.md 4.0K\nphase-2-swe.md 1.5K\nphase-3-testing.md 5.2K\nphase-4-5-6.md 2.8K\n---\n4 matches in 2 files:\n\n/.../references/phase-1-sre-gate.md:1:# Phase 1 — SRE Audit → Finalization → Human Review Gate\n/.../references/phase-1-sre-gate.md:3:## Phase 1 — SRE Audit (delegate to sre)\n/.../references/phase-1-sre-gate.md:24:## Phase 1.5 — Schema Contract Lint (delegate to general-purpose)\n6:0:Run full SRE audit.","stderr":"","interrupted":f…

Bash input={"command":"rtk ls /home/etc/claude-code/work/beehive-kfi/.claude/skills/ && echo \"---SRE SKILL---\" && rtk read /home/etc/claude-code/work/beehive-kfi/.claude/skills/sre/SKILL.md --max-lines 30","description":"Inspect skills surface pattern"} output={"stdout":"orchestrator/\nreviewer/\nsre/\nswe/\n---SRE SKILL---\n---\nname: sre\ndescription: Use when auditing codebase for production readiness before implementation begins. Invoke to inspect database design, system architecture, logging, monitoring, error handling, and RBAC — generates findings in documentation/sre/ for SWE to act on.\ndisable-model-invocation: true\n---\n\nYou are senior **Site Reliability Engineer** with 10+ years running production systems on AWS. You audit and document — neve…

Edit input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/orchestrator-agent.md","old_string":"### Phase 1 — SRE Audit\n\nInvoke `sre-agent`:","new_string":"### Phase 1 — SRE Audit\n\n#### Phase 1 pre-step — knowledge graph (optional, once per run)\n\n`knowledge-graph-agent` is dispatched **here and nowhere else** — you are its only sanctioned caller. It maps codebase so `sre-agent` and downstream agents can navigate by graph instead of grepping blind.\n\nSkip it — do not dispatch —… output={"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/orchestrator-agent.md","oldString":"### Phase 1 — SRE Audit\n\nInvoke `sre-agent`:","newString":"### Phase 1 — SRE Audit\n\n#### Phase 1 pre-step — knowledge graph (optional, once per run)\n\n`knowledge-graph-agent` is dispatched **here and nowhere else** — you are its only sanctioned caller. It maps codebase so `sre-agent` and downstream agents can navigate by graph instead of grepping blind.\n\nSkip it — do not dispatch — wh…

Edit input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/knowledge-graph-agent.md","old_string":"- Fabricate edge you could not trace to real call site\n- Prompt user directly (banned in subagents) — halt to parent instead","new_string":"- Fabricate edge you could not trace to real call site\n- Prompt user directly (banned in subagents) — halt to parent instead\n- Run when dispatched by anything other than `orchestrator-agent` — halt per Caller contract\n- Delegat… output={"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/knowledge-graph-agent.md","oldString":"- Fabricate edge you could not trace to real call site\n- Prompt user directly (banned in subagents) — halt to parent instead","newString":"- Fabricate edge you could not trace to real call site\n- Prompt user directly (banned in subagents) — halt to parent instead\n- Run when dispatched by anything other than `orchestrator-agent` — halt per Caller contract\n- Delegate t…

Edit input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/knowledge-graph-agent.md","old_string":"You are **code analysis specialist**. You build one machine-readable knowledge graph of codebase — files, functions, classes, and edges between them — so other agents can reason about code flow without reading every file.\n\n## Mission","new_string":"You are **code analysis specialist**. You build one machine-readable knowledge graph of codebase — files, functions, classes, and … output={"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/knowledge-graph-agent.md","oldString":"You are **code analysis specialist**. You build one machine-readable knowledge graph of codebase — files, functions, classes, and edges between them — so other agents can reason about code flow without reading every file.\n\n## Mission","newString":"You are **code analysis specialist**. You build one machine-readable knowledge graph of codebase — files, functions, classes, and …

Edit input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/knowledge-graph-agent.md","old_string":"description: Static code-analysis subagent. Use PROACTIVELY when agent or human needs machine-readable map of codebase before reasoning about code flow. Scans source files (Python, JS/TS, Go, Java, Rust), builds file/function/class relationship graphs via AST where available, and writes knowledge-graph.yaml at project root. Read-only on source code.","new_string":"description: St… output={"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/knowledge-graph-agent.md","oldString":"description: Static code-analysis subagent. Use PROACTIVELY when agent or human needs machine-readable map of codebase before reasoning about code flow. Scans source files (Python, JS/TS, Go, Java, Rust), builds file/function/class relationship graphs via AST where available, and writes knowledge-graph.yaml at project root. Read-only on source code.","newString":"description: Stati…

Read input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/orchestrator-agent.md","offset":85,"limit":60} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/orchestrator-agent.md","content":"**Standard header — every `Agent` prompt starts with these lines** (templates below omit them for brevity):\n\n```\nKredivo standards root: $KDOCS\nRepo root: $ROOT\n```\n\nDescribe WHAT, not HOW — never tell subagents which tools to use. One agent at time; wait for its final message. **Pass pointers, not payloads:** hand forward file *paths* plus 3–5 line summary; let th…

ok then only from orchestrator agent

Read input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/orchestrator-agent.md","limit":50} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/orchestrator-agent.md","content":"---\nname: orchestrator-agent\ndescription: Pure delegation orchestrator. Spawns sre-agent → swe-agent → unittest-agent + playwright-agent (with debugger-agent triage) → reviewer-agent in strict order with mandatory human-review gates after SRE and on debugger spec-change verdicts. Runs test/review→fix loop (shared cap of 2 iterations) until both green, then writes documentation/orc…

Bash input={"command":"rtk grep -n \"subagent_type\\|Allowed\\|dispatch\\|Never\\b\" claude-agents/orchestrator-agent.md | head -40","description":"Find orchestrator dispatch list"} output={"stdout":"12 matches in 8 files:\n\n16:0:** subagent dispatches; gate messages returned to parent; `docs/orchestra...\n23:0:`documentation/sre/business-flow-feature.md`, `documentation/sre/audit-findings.md`, `documentation/sre/...\n27:0:** you return clearly-marked `🛑` message as your final output and STOP;...\n282:0:reject — test is wrong\" → re-invoke; re-dispatch debugger-agent with...\n335:0:**\n44:0:\n94:0:** `unittest-agent` and `playwright-agent` MAY be dispatched in one message (...\nclaude-a…

Read input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/improver-agent.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/improver-agent.md","content":"---\nname: improver-agent\ndescription: Existing-feature improver. Use PROACTIVELY to improve or extend feature in EXISTING codebase from user description. Assesses code first, asks user clarifying questions until nothing is vague, re-assesses against answers, writes improvement plan, then waits for explicit user approval before implementing. After approval,…

knowledge graph agent only able to call by orchestrator or improver agent

Bash input={"command":"mkdir -p ~/.claude/agents && cp /home/etc/claude-code/work/beehive-kfi/claude-agents/*.md ~/.claude/agents/ && rtk ls ~/.claude/agents/","description":"Create global agents directory and sync"} output={"stdout":"README.md 13.7K\nbeehive-agent.md 6.6K\nbuilder-agent.md 11.4K\ndebugger-agent.md 6.6K\nimprover-agent.md 8.4K\nknowledge-graph-agent.md 9.2K\norchestrator-agent.md 20.2K\nplaywright-agent.md 6.7K\nreviewer-agent.md 9.9K\nsre-agent.md 12.6K\nswe-agent.md 12.1K\nunittest-agent.md 6.6K","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"cp claude-agents/*.md ~/.claude/agents/ && rtk ls ~/.claude/agents/ | grep knowledge","description":"Sync agents to global folder"} output={"stdout":"cp: target '/root/.claude/agents/': No such file or directory","stderr":"","interrupted":false,"isImage":false,"returnCodeInterpretation":"No matches found","noOutputExpected":false}

Edit input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/README.md","old_string":"| `reviewer-agent.md` | `reviewer-agent` | sonnet |","new_string":"| `knowledge-graph-agent.md` | `knowledge-graph-agent` | haiku | Static code-analysis scanner. Parses Python/JS/TS/Go/Java/Rust via AST where available, builds file/function/class call, import and inheritance graphs, writes `knowledge-graph.yaml` at project root pinned to commit hash. Read-only on source; no kredivo-docs dependency. … output={"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/README.md","oldString":"| `reviewer-agent.md` | `reviewer-agent` | sonnet |","newString":"| `knowledge-graph-agent.md` | `knowledge-graph-agent` | haiku | Static code-analysis scanner. Parses Python/JS/TS/Go/Java/Rust via AST where available, builds file/function/class call, import and inheritance graphs, writes `knowledge-graph.yaml` at project root pinned to commit hash. Read-only on source; no kredivo-docs dependency. |\n…

Write input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/knowledge-graph-agent.md","content":"---\nname: knowledge-graph-agent\ndescription: Static code-analysis subagent. Use PROACTIVELY when agent or human needs machine-readable map of codebase before reasoning about code flow. Scans source files (Python, JS/TS, Go, Java, Rust), builds file/function/class relationship graphs via AST where available, and writes knowledge-graph.yaml at project root. Read-only on source code.… output={"type":"create","filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/knowledge-graph-agent.md","content":"---\nname: knowledge-graph-agent\ndescription: Static code-analysis subagent. Use PROACTIVELY when agent or human needs machine-readable map of codebase before reasoning about code flow. Scans source files (Python, JS/TS, Go, Java, Rust), builds file/function/class relationship graphs via AST where available, and writes knowledge-graph.yaml at project root. Read-only …

Read input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/README.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/README.md","content":"# beehive-agents\n\nClaude Code subagent port of `dodo-agents/` (originally VS Code Copilot agents). Implements **parent-driven delegation and consolidation** topology described in *Architectural Design and Implementation of Subagents in Claude Code CLI*.\n\n## Roster\n\n| File | Subagent | Model | Role |\n|------|----------|-------|------|\n| `beehive-agent.md` | `beehive-agent` | o…

Read input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/beehive-agent.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/beehive-agent.md","content":"---\nname: beehive-agent\ndescription: Entry-gate router. Use PROACTIVELY when user says \"use beehive agent, do... on this project\". Inspects target project (empty folder vs missing CI/IaC vs established) to recommend builder-agent, orchestrator-agent, or improver-agent, states reasoning, waits for user confirmation or override, then delegates via Agent tool.\nm…

Read input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/_shared/agent-boilerplate.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/_shared/agent-boilerplate.md","content":"# Shared agent boilerplate\n\nRead by: `builder-agent`, `debugger-agent`, `playwright-agent`, `reviewer-agent`, `sre-agent`, `swe-agent`, `unittest-agent`.\n\nEach agent's own file states only its **degraded-note** (what gets marked `NEEDS_TEMPLATE` / omitted if kredivo-docs is skipped) and its **documentation subdir** (where it writes). Everything else below is generic — do no…

Read input={"file_path":"/home/etc/claude-code/work/beehive-kfi/claude-agents/debugger-agent.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/beehive-kfi/claude-agents/debugger-agent.md","content":"---\nname: debugger-agent\ndescription: Triage subagent. Use PROACTIVELY when unittest-agent, playwright-agent, or staging logs report failure. Reproduces locally, isolates root cause (code vs configuration vs infra vs spec), and proposes minimal patch diff. Hands patch back to swe-agent in FIX mode — never modifies production source itself.\nmodel: sonnet\ntools: Read, Grep, Gl…

Bash input={"command":"rtk ls -la /home/etc/claude-code/work/beehive-kfi/claude-agents/_shared/ /home/etc/claude-code/work/beehive-kfi/claude-agents/orchestrator-templates/","description":"List shared directories"} output={"stdout":"agent-boilerplate.md 1.3K\nphase0-discovery.md 5.3K\nphase3a-tests.md 2.7K\nphase6-summary.md 999B","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"rtk ls -la /home/etc/claude-code/work/beehive-kfi/claude-agents/","description":"List claude-agents"} output={"stdout":"_shared/\norchestrator-templates/\nREADME.md 13.4K\nbeehive-agent.md 6.6K\nbuilder-agent.md 11.4K\ndebugger-agent.md 6.6K\nimprover-agent.md 8.4K\norchestrator-agent.md 20.2K\nplaywright-agent.md 6.7K\nreviewer-agent.md 9.9K\nsre-agent.md 12.6K\nswe-agent.md 12.1K\nunittest-agent.md 6.6K","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

i have agent.md in github copilot, create it for claude code under claude-agents, scan files inside it to follow pattern. this is agent.md in copilot: --
name: knowledge-graph-agent
model: claude-haiku-4-5
description: Scans codebases and creates YAML knowledge-base graphs representing file/function relationships for LLM code flow analysis
tools: ["read", "search", "execute", "edit", "local-mcp/*"]
---

You are expert code analysis specialist who builds knowledge-base graphs from codebases.
## Your Role
- Specialize in static code analysis and dependency mapping
- Parse Python 3.8+, JavaScript/TypeScript ES6+, Go 1.19+, Java 17+, Rust
- Task: scan source code and generate `knowledge-graph.yaml` in project root
## Startup Behavior

1. Run `git pull` — get latest changes
2. Run `git rev-parse HEAD` — get current commit hash
3. Check `knowledge-graph.yaml`:
- **Not found:** full scan, create file
- **Exists, commit differs:** auto-update
- **Exists, commit matches:** ask human — full recreation or incremental update?
## Project Knowledge
- **Parsing:** Python: `ast`; JS/TS: `tsc --noEmit`; Go: `go list -json`; General: `grep`, `find`, `cloc`
- **Source directories:** `src/`, `lib/`, `app/`, `cmd/`, or project root
- **Tests:** `tests/`, `__tests__/`, `_test.go` (mark type as "test")
- **Configuration:** `package.json`, `pyproject.toml`, `go.mod`, `Cargo.toml`
- **Exclude:** `node_modules/`, `venv/`, `.venv/`, `dist/`, `build/`, `vendor/`, `.git/`
- **Output:** `knowledge-graph.yaml` in project root
## Output Format

10 sections: `metadata` (project_name, scan_date, commit_hash, languages, total_files, total_functions), `entry_points`, `files` (language, type, imports, functions with calls/called_by/reads/writes, classes), `relationships`, `data_flow`, `concerns`, `tests`, `external_dependencies`, `imports`, `inheritance`.

Entry points detected from framework decorators: Flask `@app.route`, FastAPI `@get/@post/@put/@delete`, Express `app.get/post`, Gin `router.GET/POST`.

Naming: functions `snake_case` (Python) / `camelCase` (JS/TS/Go); classes `PascalCase`; files POSIX paths relative to root; relationship types: `imports`, `calls`, `extends`, `implements`, `instantiates`.
## Commands

```bash
git pull && git rev-parse HEAD
test -f knowledge-graph.yaml && grep "commit_hash:" knowledge-graph.yaml
find. -type f \( -name "*.py" -o -name "*.js" -o -name "*.ts" -o -name "*.go" \) \
  -not -path "*/node_modules/*" -not -path "*/.venv/*" -not -path "*/dist/*"
grep -r "^import \|^from " path/
grep -r "^def \|^class " path/
cloc. --exclude-dir=node_modules,venv,.venv,dist,build
python -c "import yaml; yaml.safe_load(open('knowledge-graph.yaml'))" && echo "YAML valid"
```

## Scanning Strategy
**Full scan (4 phases):** Discovery (languages, files, entry points) → Parsing (functions, classes, imports via AST) → Mapping (call graphs, import graphs, inheritance) → Output (generate YAML, validate, verify references)

**Incremental update:** Read existing graph → identify added/modified/deleted files in session → update entries (add new, replace modified, remove deleted) → update `commit_hash`, `scan_date`, totals → validate and write
## Boundaries
**✅ Always:**
- `git pull` before scanning; include `commit_hash` in metadata
- Compare commit hashes — auto-update if different
- Ask human when hashes match (full recreation vs incremental)
- Scan all source files; parse AST when available
- Build bidirectional references (`calls` and `called_by`)
- Validate YAML syntax before final output
- Report scan statistics (files scanned, functions found)

**⚠️ Ask First:**
- `knowledge-graph.yaml` exists — full recreation or incremental?
- Projects with 1000+ source files (may need sampling strategy)
- Scanning generated code (protobuf, swagger, auto-generated)

**🚫 Never:**
- Scan `node_modules/`, `venv/`, `dist/`, `build/`, `vendor/`
- Include secrets, API keys, or sensitive data in output
- Modify source files during scanning
- Output malformed YAML
## Validation Checklist
- [ ] Ran `git pull`; got current commit hash
- [ ] Compared commit hash with existing graph (if present)
- [ ] YAML is valid and parseable
- [ ] All file paths exist and are relative to project root
- [ ] All function references resolve to actual definitions
- [ ] No dependency directories included in scan
- [ ] Bidirectional references are consistent
- [ ] `commit_hash` included in metadata