cavemem

Bash input={"command":"git add CHANGELOG.md CLAUDE.md agents/_shared/agent-boilerplate.md agents/_shared/builder-rebuild.md agents/_shared/improver-standards.md agents/backend-agent.md agents/builder-agent.md agents/frontend-agent.md agents/improver-agent.md skills/backend/SKILL.md skills/builder/SKILL.md skills/builder/rebuild.md skills/frontend/SKILL.md skills/improver/SKILL.md skills/improver/standards.md tests/test_builder_split.py tests/test_efficiency_contracts.py beehive_agents/bundled && git commit… output={"stdout":"To https://bitbucket.org/finaccelteam/beehive-kfi.git\n 5b39a6f..d1b61e6 master -> master\nTo https://bitbucket.org/finaccelteam/beehive-kfi.git\n * [new tag] v0.12.3 -> v0.12.3\nd1b61e6 perf(builder,backend,frontend,improver): cut re-runs, cold restarts and prompt stops\n0\n005da7b7837d4b032d23e6c4ac0dbdd46054464b\trefs/tags/v0.12.3","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"gitOperation":{"push":{"branch":"master"}}}

Bash input={"command":"./scripts/sync_bundle.sh && git status --short | head -40","description":"Sync release bundle and show working tree status"} output={"stdout":"Synced agents/*.md, skills/**, kredivo-docs/**, and pi/** into beehive_agents/bundled/\n M CHANGELOG.md\n M CLAUDE.md\n M agents/_shared/agent-boilerplate.md\n M agents/backend-agent.md\n M agents/builder-agent.md\n M agents/frontend-agent.md\n M agents/improver-agent.md\n M beehive_agents/bundled/agents/_shared/agent-boilerplate.md\n M beehive_agents/bundled/agents/backend-agent.md\n M beehive_agents/bundled/agents/builder-agent.md\n M beehive_agents/bundled/agents/frontend-agent.md\…

Bash input={"command":"for d in ~/.claude ~/.codex ~/.pi/agent; do mkdir -p $d/agents $d/skills && cp -R agents/. $d/agents/ && cp -R skills/. $d/skills/ && echo \"synced $d\"; done; for d in ~/.claude ~/.codex ~/.pi/agent; do cmp -s agents/builder-agent.md $d/agents/builder-agent.md && cmp -s agents/_shared/builder-rebuild.md $d/agents/_shared/builder-rebuild.md && cmp -s skills/improver/standards.md $d/skills/improver/standards.md && echo \"verified $d\"; done","description":"Mirror agents and skills to … output={"stdout":"synced /root/.claude\nsynced /root/.codex\nsynced /root/.pi/agent\nverified /root/.claude\nverified /root/.codex\nverified /root/.pi/agent","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"L=/tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/scratchpad/pytest-tests.log; python3 -m pytest tests -q > $L 2>&1; echo \"exit=$?\" | tee - $L; tail -5 $L; grep -m1 -A25 \"ERROR collecting\" $L; ls.venv pyproject.toml uv.lock 2>/dev/null | head -3","description":"Run repository tests only and show first collection error"} output={"stdout":"exit=0\n\n warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))\n...................................................................... [100%]\n70 passed in 1.00s\nexit=0\npyproject.toml","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"python3 - <<'PY'\nimport pathlib\nfor p in [\"agents/builder-agent.md\", \"skills/builder/SKILL.md\"]:\n f = pathlib.Path(p); t = f.read_text()\n old = \" build is looping.\\n\\n- `BLOCKED`\"\n assert t.count(old) == 1, p\n f.write_text(t.replace(old, \" build is looping.\\n- `BLOCKED`\"))\nprint(\"fixed\")\nPY\npython3 -m pytest -q 2>&1 | tail -15; echo \"---references---\"; python3 scripts/check_agent_refs.py; echo \"references exit=$?\"","description":"Fix list spacing, run … output={"stdout":"fixed\nERROR dataset/benchmark/c094a85/tests/unit/clients/test_sqs_client.py\nERROR dataset/benchmark/c094a85/tests/unit/clients/test_wif_client.py\nERROR dataset/benchmark/c094a85/tests/unit/consumer/test_worker.py\nERROR dataset/benchmark/c094a85/tests/unit/cron/test_recon_runner.py\nERROR dataset/benchmark/c094a85/tests/unit/services/test_event_service.py\nERROR dataset/benchmark/c094a85/tests/unit/services/test_merchant_service.py\nERROR dataset/benchmark/c094a85/tests/unit/servic…

Bash input={"command":"git diff --stat && grep -n \"_shared/\" agents/README.md | head -8 && echo ==== && sed -n '/^## Phase D — Parallel build/,/^## Phase F/p' agents/builder-agent.md | grep -v \"^ \" | head -60 && echo ==== && sed -n '/^## Step 0/,/^## Step 2.5/p' skills/improver/SKILL.md && sed -n '/^## Step 9/,/^## Step 10/p' agents/improver-agent.md","description":"Review diff stat and key rewritten sections"} output={"stdout":" CHANGELOG.md | 10 ++++\n CLAUDE.md | 2 +-\n agents/_shared/agent-boilerplate.md | 13 +++++\n agents/backend-agent.md | 23 ++++----\n agents/builder-agent.md | 76 ++++++++-----------------\n agents/frontend-agent.md | 23 ++++----\n agents/improver-agent.md | 109 ++++++++++++++++++------------------\n skills/backend/SKILL.md | 32 ++++++++---\n skills/builder/SKILL.md …

Bash input={"command":"PYTHONPATH=/tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/scratchpad python3 - <<'PY'\nfrom ed import F\nt = F(\"tests/test_builder_split.py\")\nt.sub('assert fm[\"maxTurns\"] == \"80\"', 'assert fm[\"maxTurns\"] == \"150\"')\nt.sub('assert fm[\"maxTurns\"] == \"70\"', 'assert fm[\"maxTurns\"] == \"130\"')\nt.save()\n\nimport pathlib\npathlib.Path(\"tests/test_efficiency_contracts.py\").write_text('''\"\"\"Pins command-economy / continua… output={"stdout":"tests/changelog/claude.md ok","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"bashEditDiff":{"files":[{"filePath":"/home/etc/claude-code/work/beehive-kfi/tests/test_builder_split.py","hunks":[{"oldStart":127,"oldLines":7,"newStart":127,"newLines":7,"lines":[" assert fm[\"name\"] == \"backend-agent\""," assert fm[\"model\"] == \"claude-sonnet-5\""," assert fm[\"permissionMode\"] == \"acceptEdits\"","- assert fm[\"maxTurns\"] == \"80\"","+ ass…

Bash input={"command":"PYTHONPATH=/tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/scratchpad python3 - <<'PY'\nfrom ed import F, rules, INTRO\nimport pathlib\n\ndef improver(path, surface):\n agent = surface == \"agent\"\n who = \"improver-agent\" if agent else \" improver skill\"\n marker = \"beehive:improver-agent-auto-invoke\" if agent else \"beehive:improver-skill-auto-invoke\"\n f = F(path)\n\n # --- standards split ---\n block = f.between… output={"stdout":"improver ok","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"staleReadFileStateHint":"[This command modified 2 files you've previously read: skills/improver/SKILL.md, agents/improver-agent.md. Call Read before editing.]","bashEditDiff":{"files":[{"filePath":"/home/etc/claude-code/work/beehive-kfi/agents/_shared/improver-standards.md","hunks":[{"oldStart":1,"oldLines":0,"newStart":1,"newLines":21,"lines":["+# Improver — standards reference","+","+Read by `impr…

Bash input={"command":"PYTHONPATH=/tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/scratchpad python3 - <<'PY'\nfrom ed import F, rules, INTRO\nimport pathlib\n\ndef extract_rebuild(f, surface):\n a0 = f.between(\"## Phase A0 — Existing-Code Discovery (REBUILD mode only)\\n\\n\", \"## Phase — High-Level Brainstorm\")\n a0_body = a0.split(\"\\n\\n\", 1)[1]\n gates = f.between(\"**1. Framework decision\", \"**3. Design audience\")\n pre = f.between(\"**R… output={"stdout":"builder ok\nagents/_shared/builder-rebuild.md:63\nskills/builder/rebuild.md:63","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"bashEditDiff":{"files":[{"filePath":"/home/etc/claude-code/work/beehive-kfi/agents/_shared/builder-rebuild.md","hunks":[{"oldStart":1,"oldLines":0,"newStart":1,"newLines":63,"lines":["+# Builder — REBUILD mode reference","+","+Read by `builder-agent` only when `_progress.json.mode` is `\"REBUILD\"`, so GREENFIELD runs never carry thi…

Bash input={"command":"PYTHONPATH=/tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/scratchpad python3 - <<'PY'\nfrom ed import F, rules, INTRO\n\nCHECKPOINT = r'''4. **Checkpoint — resume, don't rediscover.** `docs/frontend/_checkpoint.md` is your working memory across turn caps and re-dispatches. After each workflow step below append `- [x] <step> — <files written> — <checks: name exit=N log>` and rewrite its `Next:` line. At start of every invocation, if it ex… output={"stdout":"frontend ok","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"bashEditDiff":{"files":[{"filePath":"/home/etc/claude-code/work/beehive-kfi/agents/frontend-agent.md","hunks":[{"oldStart":4,"oldLines":7,"newStart":4,"newLines":7,"lines":[" model: claude-sonnet-5"," tools: Read, Grep, Glob, Bash, Edit, Write, TodoWrite"," permissionMode: acceptEdits","-maxTurns: 70","+maxTurns: 130"," ---"," "," You are senior **frontend engineer with product designer's eye**,…

Bash input={"command":"PYTHONPATH=/tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/scratchpad python3 - <<'PY'\nfrom ed import F, rules, INTRO\n\nCHECKPOINT = r'''4. **Checkpoint — resume, don't rediscover.** `docs/backend/_checkpoint.md` is your working memory across turn caps and re-dispatches. After each workflow step (scaffold, models + migrations, each router/service group, seed, tests, self-verify, report) append `- [x] <step> — <files written> — <checks: name… output={"stdout":"backend ok","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"bashEditDiff":{"files":[{"filePath":"/home/etc/claude-code/work/beehive-kfi/agents/backend-agent.md","hunks":[{"oldStart":4,"oldLines":7,"newStart":4,"newLines":7,"lines":[" model: claude-sonnet-5"," tools: Read, Grep, Glob, Bash, Edit, Write, TodoWrite"," permissionMode: acceptEdits","-maxTurns: 80","+maxTurns: 150"," ---"," "," You are senior **backend engineer** building server half of new…

Commit, add tag and push after finish

Bash input={"command":"S=/tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/scratchpad\ncat > $S/economy_rules.md <<'EOF'\n1. **Run once, keep output.** Any test / lint / type-check / build / compose / install command whose output you may need to look at goes to log: `mkdir -p {RUNS} && { <cmd>; } > {RUNS}/<name>.log 2>&1; echo \"exit=$?\" | tee -a {RUNS}/<name>.log; tail -n 40 {RUNS}/<name>.log`. Need different slice — failures only, count, one test's trace… output={"stdout":"ok","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false,"bashEditDiff":{"files":[{"filePath":"/home/etc/claude-code/work/beehive-kfi/agents/_shared/agent-boilerplate.md","hunks":[{"oldStart":20,"oldLines":6,"newStart":20,"newLines":19,"lines":[" "," `$ROOT` = `Repo root:` from delegation prompt (else `pwd` via Bash). Before first `Write`: `mkdir -p \"$ROOT/<AGENT_DOCS_SUBDIR>\"` (plus any extra directories agent's own file names), probe-write `<AGENT_DOCS_SUB…

Bash input={"command":"cat scripts/sync_bundle.sh; grep -n \"copytree\\|skills\\|rglob\\|glob(\" beehive_agents/cli.py | head -20; grep -n \"compose ×2\\|Seed persistence\\|seed.*surviv\\|maxTurns\" CLAUDE.md agents/README.md | head","description":"Check bundle sync, CLI copy logic, doc mentions"} output={"stdout":"#!/usr/bin/env bash\n# Syncs agents/, skills/, kredivo-docs/, and pi/ into beehive_agents/bundled/\n# so pip package ships current agent/skill/standards/pi content. Run\n# before tagging release.\nset -euo pipefail\n\nrepo_root=\"$(cd \"$(dirname \"${BASH_SOURCE[0]}\")/..\" && pwd)\"\ncd \"$repo_root\"\n\nrm -rf beehive_agents/bundled/agents beehive_agents/bundled/skills beehive_agents/bundled/kredivo-docs beehive_agents/bundled/pi\nmkdir -p beehive_agents/bundled/agents beehive…

Bash input={"command":"sed -n 120,202p skills/backend/SKILL.md; echo \"=========FRONTEND\"; sed -n 14,40p skills/frontend/SKILL.md; echo....; sed -n 100,174p skills/frontend/SKILL.md","description":"Print backend and frontend skill sections"} output={"stdout":"**1. Detect DATABASE type first (never assume Postgres blindly):**\n\n1. Look for DATABASE file object: existing `alembic.ini` `sqlalchemy.url`, `.env`/`config.py` split `DATABASE_HOST`/`DATABASE_PORT`/`DATABASE_DB`/`DATABASE_USERNAME`/`DATABASE_PASSWORD` fields (or composed `database_url` property built from them), or docker-compose `db` service image already in scaffold.\n2. Not found → default to **PostgreSQL** (fleet standard for greenfield).\n3. Found → resolve dialect from …

Read input={"file_path":"/home/etc/claude-code/work/beehive-kfi/skills/backend/SKILL.md","offset":14,"limit":30} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/beehive-kfi/skills/backend/SKILL.md","content":"\n## Standards root\n\n`$KDOCS` = `Kredivo standards root:` path from invoking prompt. If absent: default install locations first — via Bash `ls -d./.claude/kredivo-docs ~/.claude/kredivo-docs 2>/dev/null | head -1` (where `beehive-agents install` places it); still absent → Glob `kredivo-docs/**/README.md`, then `**/kredivo-docs/**/README.md`; still absent → via Bash `ls -d \"$H…

Read input={"file_path":"/home/etc/claude-code/work/beehive-kfi/skills/builder/SKILL.md","offset":60,"limit":333} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/beehive-kfi/skills/builder/SKILL.md","content":"5. **Mode detection (only when `_progress.json` is absent).** `Glob`/`ls` `$ROOT`. Empty, or containing only `.git`/`.gitignore`/`README.md` → `mode: \"GREENFIELD\"`. Non-empty **and** neither `docs/builder/` nor `docs/sre/` exists anywhere under `$ROOT` → `mode: \"REBUILD\"` — project was already built, but never via beehive tooling; proceed to Phase A0 instead of blank Phase. N…

Bash input={"command":"grep -rn \"maxTurns\" --include=*.md --include=*.py. | grep -v \"^./beehive_agents/bundled\\|^./dataset\" | head -30","description":"Find maxTurns references outside bundle"} output={"stdout":"CLAUDE.md:11:- `agents/*.md` — canonical Claude Code subagent definitions (frontmatter: `name`, `description`, `model: sonnet`, `tools`, `permissionMode`, `maxTurns`). Installed by copying into `.claude/agents/` (project) or `~/.claude/agents/` (user).\nCLAUDE.md:144:Add `maxTurns: 40` on orchestrator to bound fix loop.\nCHANGELOG.md:30:- `builder-agent` / `skills/builder`: rewritten as **planner + integrator that never creates or edits code** (writes only `docs/builder/**`). Sa…

Bash input={"command":"grep -n \"Phase D\\|Phase E\\|^## \\|Collect\\|Rate-limit\\|Failures → fix\\|compose\\|pytest -q\\|npm ci\\|backend\\` skill\\|frontend\\` skill\" skills/builder/SKILL.md | sed -n 1,200p","description":"Locate Phase D/E lines in builder skill"} output={"stdout":"8:## Mission\n13:- **DONE WHEN:** both brainstorm rounds answered and persisted; design audience recorded (inferred with evidence or answered at Design Audience gate); brief + contract approved by human (Round 3 gate) and `contract_version` persisted; both agents returned `STATUS: DONE`; your own Phase E verification passed — openapi conformance clean, backend `uv run pytest` green, frontend lint/policy/test/build green, zero browser dialogs, `GET /healthcheck` 200 through …

Read input={"file_path":"/home/etc/claude-code/work/beehive-kfi/skills/builder/SKILL.md","offset":1,"limit":60} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/beehive-kfi/skills/builder/SKILL.md","content":"---\nname: builder\ndescription: Use to create NEW production-grade project from scratch — planner and integrator. Brainstorms high-level project/features/flow (13+1 discovery, greenfield-adapted) across turns, identifies design audience, writes project brief plus frozen API contract and halts for human approval, then hands build to backend-agent and frontend-agent in paral…

Read input={"file_path":"/home/etc/claude-code/work/beehive-kfi/skills/improver/SKILL.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/beehive-kfi/skills/improver/SKILL.md","content":"---\nname: improver\ndescription: Use to improve or extend feature in EXISTING codebase from user description. Before assessing, always asks (every run, no persisted opt-in) whether to build/use  knowledge-graph call-graph scan of codebase to sharpen blast-radius scoping. Assesses code first, then triages complexity — SIMPLE, unambiguous, low-blast-radius change is imp…

Bash input={"command":"grep -n -i \"boilerplate\\|_shared\" skills/builder/SKILL.md skills/backend/SKILL.md skills/frontend/SKILL.md skills/improver/SKILL.md | head; ls skills/_shared 2>/dev/null; echo ---; sed -n 1,80p scripts/check_agent_refs.py","description":"Check skill boilerplate references and reference checker"} output={"stdout":"---\n#!/usr/bin/env python3\n\"\"\"Regression check for agent bundle's sibling-file references.\n\nAgents install to <scope>/agents/ (~/.claude/agents or./.claude/agents) and run\nwith cwd = TARGET repository, never this definition repository. Two invariants must hold\nfor referenced sibling file to be readable at runtime:\n\n. DISTRIBUTION — every copy site must ship subdirectories. `cp agents/*.md`\n silently drops _shared/ and orchestrator-templates/ because glob d…

Bash input={"command":"cat tests/test_builder_split.py; ls tests scripts; head -40 CHANGELOG.md","description":"Read builder split test, list tests, changelog head"} output={"stdout":"\"\"\"Structural invariants for builder → frontend ∥ backend split.\n\nAgents and skills are prompt files, so these tests pin contract strings,\nfrontmatter, and shipped reference files that runtime agents depend on — \nsame idea as scripts/check_agent_refs.py, applied to split's contract.\n\"\"\"\nimport re\nimport subprocess\nimport sys\nfrom pathlib import Path\n\nREPO = Path(__file__).resolve().parents[1]\nDESIGN_SKILL = REPOSITORY / \"skills\" / \"kredivo-frontend-design…

yes implement all of them

Bash input={"command":"for f in agents/builder-agent.md agents/improver-agent.md agents/backend-agent.md agents/frontend-agent.md; do echo \"== $f\"; awk '/^## /{if(h)printf \"%6d %s\\n\",n,h; h=$0; n=0} {n+=length($0)+1} END{printf \"%6d %s\\n\",n,h}' $f | sort -rn | head -8; echo \" REBUILD mentions: $(grep -c REBUILD $f)\"; done","description":"Measure section sizes within each agent prompt"} output={"stdout":"== agents/builder-agent.md\n 12727 ## Phase C — Gates, spec, contract, and Brief Approval Gate (Round 3)\n 5887 ## Phase E — Integrate + verify (you only run things)\n 3566 ## Phase D — Parallel build\n 3563 ## Phase F — build-log, tickets, documentation, summary\n 3234 ## State machine — resume via documentation/builder/_progress.json\n 2684 ## Boundaries\n 2250 ## Mission\n 2031 ## Phase A0 — Existing-Code Discovery (REBUILD mode only)\n REBUILD mentions: 30\n== agents/improver-a…

Bash input={"command":"git log --format='%h %ad %s' --date=format:'%Y-%m-%d %H:%M' -15 -- agents/improver-agent.md agents/builder-agent.md agents/backend-agent.md agents/frontend-agent.md","description":"Show commit dates for four agent files"} output={"stdout":"5b39a6f 2026-09-14 23:21 fix(improver): cap full-suite pytest reruns via baseline capture\nd0cd1b3 2026-09-12 09:01 fix(builder,improver): apply feedback-2026-09-12 signals — rate-limit visibility, credential intake, container staleness, triage-scoped tests\n334aac9 2026-09-11 14:22 feat(builder): split into planner + parallel backend-agent/frontend-agent\n24e8d78 2026-08-29 09:12 feat(improver): offer knowledge-graph scan every run, opt-in via AskUserQuestion\n8419b91 2026-08-28 15:2…

Read input={"file_path":"/root/.claude/projects/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/tool-results/bzygy2uef.txt"} output={"type":"text","file":{"filePath":"/root/.claude/projects/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/tool-results/bzygy2uef.txt","content":"\n### ae299856 (67 matched cmds)\n 01:19:32 + 0s 'git status && echo \"---BRANCH---\" && git branch --show-current && echo \"---LOG---\" && git log --oneline -5'\n 01:32:53 + 3s 'docker ps 2>&1 | head -10; echo \"---\"; pg_isready -h localhost -p 5432 2>&1; echo \"---compose database service---\"; grep -n \"image:\\\\|POSTG…

Bash input={"command":"grep -n -i -E \"full suite|pytest|baseline|Scope kind|targeted\" skills/improver/SKILL.md | head -30; grep -n -i -E \"pytest|npm run test|npm ci\" skills/builder/SKILL.md skills/backend/SKILL.md skills/frontend/SKILL.md | head -30","description":"Check test-run rules in skill mirrors"} output={"stdout":"80:2. Run it via Bash: `python3 <script_path> --root \"$ROOT\"`. It derives `FULL`/`VERIFY`/`COMPARE` mode itself from repository's existing `knowledge-graph.yaml` state — you never choose mode. This may create new baseline (`FULL`) or scratch `knowledge-graph.current.yaml` (`COMPARE`); that write-once/scratch discipline belongs to script, not you — never edit, patch, or delete `knowledge-graph.yaml`, `knowledge-graph.index.yaml`, or `knowledge-graph.current.yaml` yourself.\n1…

Bash input={"command":"cd skills/kredivo-frontend-design && wc -c SKILL.md references/open-design/layout.md references/open-design/craft/* references/open-design/*.css | tail -20; cd /home/etc/claude-code/work/beehive-kfi && wc -c kredivo-docs/jumpcloud-sso/* kredivo-docs/docker/* kredivo-docs/datadog/* 2>/dev/null | tail -3; ls /home/etc/claude-code/dp-bot/docs/builder/contract/ -la; wc -c /home/etc/claude-code/dp-bot/docs/builder/*.md","description":"Measure mandatory design reads and contract sizes"} output={"stdout":"19191 SKILL.md\n15961 references/open-design/layout.md\n 3972 references/open-design/craft/accessibility-baseline.md\n 2948 references/open-design/craft/animation-discipline.md\n 2921 references/open-design/craft/anti-ai-slop.md\n 3510 references/open-design/craft/form-validation.md\n 4023 references/open-design/craft/state-coverage.md\n 2396 references/open-design/craft/typography.md\n 7275 references/open-design/tailwind-theme.css\n 5311 references/open-design/tokens.css\n67508 tota…

Bash input={"command":"cat > /tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/scratchpad/seq.py <<'PY'\nimport json, glob, os, re, sys, datetime\nROOT=os.path.expanduser(\"~/.claude/projects\")\nIDS=sys.argv[1].split(\",\")\nPAT=re.compile(r\"pytest|vitest|npm (run|ci|test)|docker|git (add|commit|stash|diff|status|log)|ruff|mypy|playwright\")\ndef ts(s): return datetime.datetime.fromisoformat(s.replace(\"Z\",\"+00:00\"))\nfor jid in IDS:\n f=glob.glob(f\"{ROOT}/*… output={"stdout":"### ae299856 (67 matched cmds)\n 01:19:32 + 0s 'git status && echo \"---BRANCH---\" && git branch --show-current && echo \"---LOG---\" && git log --oneline -5'\n 01:32:53 + 3s 'docker ps 2>&1 | head -10; echo \"---\"; pg_isready -h localhost -p 5432 2>&1; echo \"---compose database service---\"; grep -n \"image:\\\\|POSTGRES\" docker-compos'\n 01:33:15 + 6s 'cd /home/etc/claude-code/dp-bot/backend && export DATABASE_HOST=localhost DATABASE_PORT=5433 DATABASE_NAME=dp_bot DATABASE…

Read input={"file_path":"/root/.claude/projects/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/tool-results/b8bypgclu.txt"} output={"type":"text","file":{"filePath":"/root/.claude/projects/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/tool-results/b8bypgclu.txt","content":"\n## backend-agent dp-bot ac397c86 09-11 16:09 dur=21m turns=80 in=11.94M (cache_read 11.73M, create 0.21M) out=8k results=181KB model=claude-sonnet-5:: Build dp-bot backend\n tools: {'Write': 64, 'Edit': 33, 'Bash': 25, 'Read': 19}\n cats: {'curl/poll': 1, 'uv_sync/add': 3, 'pytest_full': 1} re-reads=0\n biggest resul…

Bash input={"command":"mkdir -p /tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/scratchpad && cat > /tmp/claude-0/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/scratchpad/analyze.py <<'PY'\nimport json, glob, os, re, sys, collections, datetime\nROOT = os.path.expanduser(\"~/.claude/projects\")\nKEEP = {\"builder-agent\",\"backend-agent\",\"frontend-agent\",\"improver-agent\"}\nCATS = [\n (\"pytest_full\", r\"\\bpytest\\b(?![^\\n;&|]*(t… output={"stdout":"## backend-agent dp-bot ac397c86 09-11 16:09 dur=21m turns=80 in=11.94M (cache_read 11.73M, create 0.21M) out=8k results=181KB model=claude-sonnet-5:: Build dp-bot backend\n tools: {'Write': 64, 'Edit': 33, 'Bash': 25, 'Read': 19}\n cats: {'curl/poll': 1, 'uv_sync/add': 3, 'pytest_full': 1} re-reads=0\n biggest results: [(34, 'Read', '/home/etc/claude-code/dp-bot/docs/builder/contract/openapi.yaml'), (29, 'Read', '/home/etc/claude-code/dp-bot/docs/builder/contract/fixtures.json…

Bash input={"command":"cd ~/.claude/projects && cat -- -home-etc-claude-code-dp-bot/b2fc4218-56e8-4328-be4c-4ca2f7209e75/subagents/agent-a05824a5685615ce3.meta.json; echo; for m in $(find. -name '*.meta.json'); do printf '%s %s\\n' \"$(python3 -c 'import json,sys;print(json.load(open(sys.argv[1])).get(\"agentType\",\"?\"))' \"$m\")\" \"$m\"; done | sort | grep -Ei 'builder|backend|frontend|improver|beehive' ","description":"Show meta format and list relevant subagent runs"} output={"stdout":"{\"agentType\":\"builder-agent\",\"description\":\"Build deployment plan checklist platform\",\"toolUseId\":\"toolu_01VKcUQLgTz9ssuh3DPy3Du4\",\"spawnDepth\":1,\"requestShape\":\"background\",\"requestNonInteractive\":true}\nbackend-agent./-home-etc-claude-code-dp-bot/b2fc4218-56e8-4328-be4c-4ca2f7209e75/subagents/agent-a17a2c5069c6ff21a.meta.json\nbackend-agent./-home-etc-claude-code-dp-bot/b2fc4218-56e8-4328-be4c-4ca2f7209e75/subagents/agent-a278964daed2d045d.meta.json\nbackend-ag…

Bash input={"command":"cat /home/etc/claude-code/dp-bot/docs/beehive/feedback/feedback-2026-09-12.md; echo ======; cat /home/etc/claude-code/dp-bot/docs/beehive/feedback/feedback_log.md","description":"Read existing dp-bot feedback files"} output={"stdout":"# Beehive feedback — 2026-09-12\n\nFolder: /home/etc/claude-code/dp-bot\nSessions analyzed: 3 of 4 non-live sessions (Claude Code harness only; Codex and Pi have no dp-bot sessions; 1 session skipped — no beehive invocation)\nAgent bundle commit: a755e3c (beehive-kfi repository at /home/etc/claude-code/work/beehive-kfi; reflects currently installed bundle, not necessarily exact version that ran in each session)\n\nSessions in scope:\n- a7fbad8c (Sep 11 2026, 11:21–15:52 — first builder-…

Bash input={"command":"cd ~/.claude/projects; ls -- -home-etc-claude-code-dp-bot/b2fc4218-56e8-4328-be4c-4ca2f7209e75/subagents/ | head; f=-home-etc-claude-code-dp-bot/340bc79a-f23e-41f8-87a2-51e9d9f99cc0/subagents/agent-a7c9fd1cf0aede99f.jsonl; head -c 1500 -- $f; echo; echo ---; sed -n 3p -- $f | head -c 1500; echo; grep -rl --include=*.meta.json. -- -home-etc-claude-code-dp-bot 2>/dev/null | head -3","description":"Inspect subagent log structure and meta files"} output={"stdout":"agent-a05824a5685615ce3.jsonl\nagent-a05824a5685615ce3.meta.json\nagent-a17a2c5069c6ff21a.jsonl\nagent-a17a2c5069c6ff21a.meta.json\nagent-a278964daed2d045d.jsonl\nagent-a278964daed2d045d.meta.json\nagent-a2e35eeb56255e46d.jsonl\nagent-a2e35eeb56255e46d.meta.json\nagent-a39ec53891a6466f3.jsonl\nagent-a39ec53891a6466f3.meta.json\n{\"parentUuid\":null,\"isSidechain\":true,\"promptId\":\"520e259e-fd7c-4d09-ad98-e59d57f02496\",\"agentId\":\"a7c9fd1cf0aede99f\",\"type\":\"user\",\"message\"…

Bash input={"command":"for d in ~/.claude/projects/-home-etc-claude-code-dp-bot ~/.claude/projects/-home-etc-claude-code-edunara ~/.claude/projects/-home-etc-claude-code-work-osprey; do echo \"== $d\"; find $d -name '*.jsonl' -printf '%TY-%Tm-%Td %s %p\\n' | sort | tail -30; done","description":"List recent session logs in candidate projects"} output={"stdout":"== /root/.claude/projects/-home-etc-claude-code-dp-bot\n2026-09-11 1152168 /root/.claude/projects/-home-etc-claude-code-dp-bot/a7fbad8c-d7c7-4614-a161-69489fb29ac5/subagents/agent-ae1edf9bbf161d721.jsonl\n2026-09-11 1170132 /root/.claude/projects/-home-etc-claude-code-dp-bot/b2fc4218-56e8-4328-be4c-4ca2f7209e75/subagents/agent-a2e35eeb56255e46d.jsonl\n2026-09-11 1217589 /root/.claude/projects/-home-etc-claude-code-dp-bot/b2fc4218-56e8-4328-be4c-4ca2f7209e75/subagents/agent-adea44731e8…

Read input={"file_path":"/root/.claude/projects/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/tool-results/bzotxilvj.txt"} output={"type":"text","file":{"filePath":"/root/.claude/projects/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/tool-results/bzotxilvj.txt","content":"---\nname: backend-agent\ndescription: Backend builder subagent. Dispatched by builder-agent (Phase D, in parallel with frontend-agent) — or re-dispatched in FIX mode from builder's Phase E — to build FastAPI service-repository backend, docker-compose stack, and starter pytest suite against frozen contract in documentation/bui…

Read input={"file_path":"/root/.claude/projects/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/tool-results/buxsq9xqt.txt"} output={"type":"text","file":{"filePath":"/root/.claude/projects/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/tool-results/buxsq9xqt.txt","content":"---\nname: builder-agent\ndescription: Greenfield project builder — planner and integrator. Use PROACTIVELY to create NEW production-grade project from scratch. Brainstorms high-level project/features/flow (13+1 discovery, greenfield-adapted) via return-to-parent rounds, identifies design audience, writes project brie…

Read input={"file_path":"/root/.claude/projects/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/tool-results/b43p2yjup.txt"} output={"type":"text","file":{"filePath":"/root/.claude/projects/-home-etc-claude-code-work-beehive-kfi/63e9b577-9264-4d37-a97c-7f63821b55a0/tool-results/b43p2yjup.txt","content":"---\nname: improver-agent\ndescription: Existing-feature improver. Use PROACTIVELY to improve or extend feature in EXISTING codebase from user description. Before assessing, always asks (every run, no persisted opt-in) whether to build/use  knowledge-graph call-graph scan of codebase to sharpen blast-radius scopin…

Bash input={"command":"ls -la ~/.claude/projects/ | head -50; ls /home/etc/claude-code/dp-bot/docs/beehive/feedback/ 2>/dev/null","description":"List session log projects and feedback files"} output={"stdout":"total 72\ndrwxr-xr-x  8 root root 4096 Sep 12 05:03 -home-etc-claude-code-dp-bot\ndrwxr-xr-x  4 root root 4096 Sep 11 10:23 -home-etc-claude-code-edunara\ndrwxr-xr-x  4 root root 4096 Aug 25 08:46 -home-etc-claude-code-fpl\ndrwxr-xr-x  5 root root 4096 Aug 25 14:09 -home-etc-claude-code-fpl-new\ndrwxr-xr-x  3 root root 4096 Jul 21 13:33 -home-etc-claude-code-obs\ndrwxr-xr-x  5 root root 4096 Aug 15 14:38 -home-etc-claude-code-obsbot\ndrwxr-xr-x  7 root root 4096 Sep 14 16:29 -home-etc…

Bash input={"command":"cat agents/frontend-agent.md","description":"Read frontend agent definition"} output={"stdout":"---\nname: frontend-agent\ndescription: Frontend builder subagent. Dispatched by builder-agent (Phase D, in parallel with backend-agent) — or re-dispatched in FIX mode from builder's Phase E — to build React + Vite + TypeScript + Tailwind CSS frontend against frozen contract in documentation/builder/contract/. Kredivo colours only (bright Kredivo blue + orange co-primaries); typography, spacing, layout, motion and craft follow open-design via kredivo-frontend-design skill; micropar…

Bash input={"command":"cat agents/backend-agent.md agents/_shared/agent-boilerplate.md","description":"Read backend agent and shared boilerplate"} output={"stdout":"---\nname: backend-agent\ndescription: Backend builder subagent. Dispatched by builder-agent (Phase D, in parallel with frontend-agent) — or re-dispatched in FIX mode from builder's Phase E — to build FastAPI service-repository backend, docker-compose stack, and starter pytest suite against frozen contract in documentation/builder/contract/, following Kredivo standards (uv, Alembic, Datadog, audit trail, Dockerfile template, SSM configuration, JumpCloud SSO). Proves openapi conformance itself…

Bash input={"command":"cat agents/builder-agent.md","description":"Read builder agent definition"} output={"stdout":"---\nname: builder-agent\ndescription: Greenfield project builder — planner and integrator. Use PROACTIVELY to create NEW production-grade project from scratch. Brainstorms high-level project/features/flow (13+1 discovery, greenfield-adapted) via return-to-parent rounds, identifies design audience, writes project brief plus frozen API contract and halts for human approval, then dispatches backend-agent and frontend-agent IN PARALLEL (FastAPI service-repository backend; React…

Bash input={"command":"cat agents/improver-agent.md","description":"Read improver agent definition"} output={"stdout":"---\nname: improver-agent\ndescription: Existing-feature improver. Use PROACTIVELY to improve or extend feature in EXISTING codebase from user description. Before assessing, always asks (every run, no persisted opt-in) whether to build/use  knowledge-graph call-graph scan of codebase to sharpen blast-radius scoping. Assesses code first, then triages complexity — SIMPLE, unambiguous, low-blast-radius change is implemented directly with no gate; anything COMPLEX gets t…

Bash input={"command":"wc -l -c agents/builder-agent.md agents/frontend-agent.md agents/backend-agent.md agents/improver-agent.md agents/_shared/* skills/builder/SKILL.md skills/frontend/SKILL.md skills/backend/SKILL.md skills/improver/SKILL.md 2>/dev/null; ls agents agents/_shared skills/kredivo-frontend-design skills/kredivo-frontend-design/references 2>/dev/null","description":"Measure agent file sizes and list shared files"} output={"stdout":" 411   46622 agents/builder-agent.md\n 178   24623 agents/frontend-agent.md\n 206   26778 agents/backend-agent.md\n 302   38145 agents/improver-agent.md\n 0       0 agents/_shared/__pycache__\n 99    5703 agents/_shared/agent-boilerplate.md\n 1748   69997 agents/_shared/build_knowledge_graph.py\n 392   45045 skills/builder/SKILL.md\n 174   24858 skills/frontend/SKILL.md\n 202   26967 skills/backend/SKILL.md\n 287   34355 skills/improver/SKILL.md\n …

/login

audit our builder agent and his fe and be agent, and improver agent. main issue is its take long to run. issue that i notice is improver agent do multiple testing for simple changes, maybe its also happen in builder agent. do audit and back with proposal improvement with objective is reduce time to finish work and reduce token usage