cavemem

ok great, give me full path of feedback-2026-07-20.md, i will give to our pipeline

Edit input={"file_path":"/home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback/feedback-2026-07-20.md","old_string":"## Signal 3 — builder-agent / beehive-agent: standalone builder-agent runs leave user unaware that no SRE/reviewer audit has occurred\n\n- **Session:**","new_string":"## Signal 3 — builder-agent / beehive-agent: standalone builder-agent runs leave user unaware that no SRE/reviewer audit has occurred\n\n- **Status: expected behavior, not defect.** builder-agent is designe… output={"filePath":"/home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback/feedback-2026-07-20.md","oldString":"## Signal 3 — builder-agent / beehive-agent: standalone builder-agent runs leave user unaware that no SRE/reviewer audit has occurred\n\n- **Session:**","newString":"## Signal 3 — builder-agent / beehive-agent: standalone builder-agent runs leave user unaware that no SRE/reviewer audit has occurred\n\n- **Status: expected behavior, not defect.** builder-agent is designed t…

Edit input={"file_path":"/home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback/feedback-2026-07-20.md","old_string":"## Signal 2 — builder-agent: default demo seed data doesn't cover feature's core workflow states, so delivered application looks broken/empty out of box\n\n- **Session:** 30e67077-d867-4971-b717-86ac87b19aa8, Claude Code, 2026-07-20 (~09:01-09:08Z). Original artifact from session 2107b9b4-f250-4783-b515-2fefab1b5b91 (builder-agent build of `hr-ats`).\n- **Summary:** builder-ag… output={"filePath":"/home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback/feedback-2026-07-20.md","oldString":"## Signal 2 — builder-agent: default demo seed data doesn't cover feature's core workflow states, so delivered application looks broken/empty out of box\n\n- **Session:** 30e67077-d867-4971-b717-86ac87b19aa8, Claude Code, 2026-07-20 (~09:01-09:08Z). Original artifact from session 2107b9b4-f250-4783-b515-2fefab1b5b91 (builder-agent build of `hr-ats`).\n- **Summary:** builder-agen…

Edit input={"file_path":"/home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback/feedback-2026-07-20.md","old_string":"- **Improvement suggestion:** In `builder-agent.md`, under docker-compose scaffolding guidance ( section describing what `docker-compose.yml` must contain, around line 160), add explicit requirement that every stateful service (Postgres at minimum) must declare named or bind-mounted volume for its data directory, and that mount path must be added to `.gitignore`. C… output={"filePath":"/home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback/feedback-2026-07-20.md","oldString":"- **Improvement suggestion:** In `builder-agent.md`, under docker-compose scaffolding guidance ( section describing what `docker-compose.yml` must contain, around line 160), add explicit requirement that every stateful service (Postgres at minimum) must declare named or bind-mounted volume for its data directory, and that mount path must be added to `.gitignore`. Con…

Read input={"file_path":"/home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback/feedback-2026-07-20.md"} output={"type":"text","file":{"filePath":"/home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback/feedback-2026-07-20.md","content":"# Beehive feedback — 2026-07-20\n\nFolder: /home/etc/claude-code/work/test-beehive-v1\nSessions analyzed: 4 (Claude Code only — Codex and Pi are not installed in this environment; ~/.codex and ~/.pi do not exist); 2 skipped — no beehive invocation. 1 live session (52fe23c5-a45c-4793-b5e5-30b4a4ff4a6b, this feedback run) excluded from analysis.\nAgent bundle commi…

Bash input={"command":"find /home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback -type f -name \"*.md\" | xargs -I{} echo {}","description":"List feedback files"} output={"stdout":"/home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback/feedback-2026-07-20.md","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

for number 3 is expected, add recommendation for 1st, for 2nd one must be agnostic case, because this agent will be use from any business project

<task-notification>
<task-id>a857a29b5ceb5f901</task-id>
<tool-use-id>toolu_01E3UdhA7bSjJS981sZijTuN</tool-use-id>
<output-file>/tmp/claude-0/-home-etc-claude-code-work-test-beehive-v1/52fe23c5-a45c-4793-b5e5-30b4a4ff4a6b/tasks/a857a29b5ceb5f901.output</output-file>
<status>completed</status>
<summary>Agent "Mine session feedback for beehive agents" 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>I ran beehive session-feedback mining pass on `/home/etc/claude-code/work/test-beehive-v1`.

**Discovery:** Only Claude Code has sessions for this folder (`~/.codex` and `~/.pi` don't exist on this box). Found 5 session files under `~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/`; excluded live session (`52fe23c5-...`, this run itself). Of remaining 4, 2 were trivial/no beehive invocation (skipped) and 2 were in scope:

- `2107b9b4-f250-4783-b515-2fefab1b5b91` — invoked `builder-agent` (via `Agent` tool) to build `hr-ats` HR/ATS system from scratch.
- `30e67077-d867-4971-b717-86ac87b19aa8` — same-day, direct (non-delegated) follow-up session where human debugged and had Claude fix problems in what `builder-agent` had produced, and probed its production-readiness.

Neither `$ROOT` nor `hr-ats` project is git repository, so git-log/diff "post-session human commit" method from standard process couldn't be used — I substituted equivalent evidence ( same-day session where human found and fixed builder-agent's defects directly).

**3 signals written** to `/home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback/feedback-2026-07-20.md` (bundle commit `a3aff27`, resolved from `/home/etc/claude-code/work/beehive-kfi`):
1. **builder-agent** — `docker-compose.yml`'s Postgres service had no persistent volume, so any rebuild silently wiped DATABASE (root cause of "all steps show 0 candidates"). Suggested fix: require durable volumes for stateful services in docker-compose scaffolding section of `builder-agent.md`.
2. **builder-agent** — default `seed.py` only seeded login accounts, not application's core Kanban workflow (0 jobs/candidates/applications), so freshly-built application looked broken. Suggested fix: extend `SEED_ON_START` seed-data guidance to require coverage of every state of feature's core workflow, not authentication.
3. **builder-agent / beehive-agent** — direct `builder-agent` invocation (bypassing `beehive-agent`'s router / `orchestrator-agent`'s sre→reviewer pipeline) left user unaware no SRE/reviewer audit had run; they had to explicitly ask "is this production-ready?" to find out. Suggested fix: have builder-agent's final summary proactively state build is unaudited and recommend `orchestrator-agent`/`beehive-agent` as next step.

One in-session docker-prune interruption was noted but excluded as noise (it happened in plain, non-delegated debugging thread, not attributable to specific beehive agent contract).

Report path: `/home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback/feedback-2026-07-20.md`</result>
<usage><subagent_tokens>59486</subagent_tokens><tool_uses>30</tool_uses><duration_ms>399145</duration_ms></usage>
</task-notification>

Write input={"file_path":"/home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback/feedback-2026-07-20.md","content":"# Beehive feedback — 2026-07-20\n\nFolder: /home/etc/claude-code/work/test-beehive-v1\nSessions analyzed: 4 (Claude Code only — Codex and Pi are not installed in this environment; ~/.codex and ~/.pi do not exist); 2 skipped — no beehive invocation. 1 live session (52fe23c5-a45c-4793-b5e5-30b4a4ff4a6b, this feedback run) excluded from analysis.\nAgent bundle commit: a3aff27 (from /hom… output={"type":"create","filePath":"/home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback/feedback-2026-07-20.md","content":"# Beehive feedback — 2026-07-20\n\nFolder: /home/etc/claude-code/work/test-beehive-v1\nSessions analyzed: 4 (Claude Code only — Codex and Pi are not installed in this environment; ~/.codex and ~/.pi do not exist); 2 skipped — no beehive invocation. 1 live session (52fe23c5-a45c-4793-b5e5-30b4a4ff4a6b, this feedback run) excluded from analysis.\nAgent bundle commit: a3a…

Bash input={"command":"mkdir -p /home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback\nls /home/etc/claude-code/work/test-beehive-v1/docs/beehive/feedback 2>&1","description":"Create feedback directory and check for existing same-day files"} output={"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"grep -n -i \"production-ready\\|production readiness\\|sre-agent\\|reviewer-agent\" /home/etc/claude-code/work/beehive-kfi/claude-agents/builder-agent.md | head -20\necho \"---beehive-agent.md---\"\nfind /home/etc/claude-code/work/beehive-kfi -iname \"beehive-agent.md\"\ngrep -n -i \"builder-agent\\|standalone\\|production\" /home/etc/claude-code/work/beehive-kfi/claude-agents/beehive-agent.md 2>/dev/null | head -30","description":"Check builder-agent and beehive-agent for production… output={"stdout":"10:You are senior **software engineer and solution architect** creating **new** production-grade projects from scratch. Unlike sre-agent/swe-agent (which audit and improve *existing* codebase), you start empty and build complete, deployable service that conforms to Kredivo standards from first commit. You are **standalone** — brainstorm → scaffold → build → verify yourself; no delegation to other subagents. Build smallest architecture answers require: no Redis, SQS,…

Bash input={"command":"grep -n -i \"seed\\|volume\\|docker-compose\\|persist\" /home/etc/claude-code/work/beehive-kfi/claude-agents/builder-agent.md | head -40","description":"Check builder-agent.md for existing seed/volume/persistence guidance"} output={"stdout":"3:description: Greenfield project builder. 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, writes project brief and halts for human approval, then scaffolds and builds full working FastAPI service-repository codebase with starter pytest suite, following Kredivo standards (Datadog, audit trail, Dockerfile, docker-compose). Standalone — does not del…

Bash input={"command":"git -C /home/etc/claude-code/work/beehive-kfi rev-parse --short HEAD 2>&1\ngit -C /home/etc/claude-code/work/beehive-kfi log -1 --format='%h %ad %s' 2>&1","description":"Resolve beehive agent bundle commit hash from definitions repository"} output={"stdout":"a3aff27\na3aff27 Mon Jul 20 02:56:32 2026 +0000 feat(beehive-feedback-agent): add session-feedback miner agent","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"which beehive-agents 2>&1; beehive-agents version 2>&1\necho \"---search for definitions repository---\"\nfind / -maxdepth 6 -iname \"builder-agent.md\" 2>/dev/null\nfind / -maxdepth 8 -path \"*claude-agents*\" -iname \"*.md\" 2>/dev/null | head -5\nfind / -maxdepth 6 -iname \"*beehive*\" -type d 2>/dev/null | grep -v \".claude/projects\\|/proc/\"\nls -la /home/etc/claude-code/work/test-beehive-v1/.claude 2>&1","description":"Attempt to resolve beehive agent bundle version/commit hash"} output={"stdout":"/bin/bash: line 6: beehive-agents: command not found\n---search for definitions repository---\n/root/.claude/agents/builder-agent.md\n/home/etc/claude-code/work/beehive-kfi/claude-agents/sre-agent.md\n/home/etc/claude-code/work/beehive-kfi/claude-agents/orchestrator-agent.md\n/home/etc/claude-code/work/beehive-kfi/claude-agents/swe-agent.md\n/home/etc/claude-code/work/beehive-kfi/claude-agents/reviewer-agent.md\n/home/etc/claude-code/work/beehive-kfi/claude-agents/improver-agent.md\n/tmp/cl…

Bash input={"command":"F=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/30e67077-d867-4971-b717-86ac87b19aa8.jsonl\npython3 -c \"\nimport json\nfor line in open('$F'):\n try: r=json.loads(line)\n except: continue\n if r.get('type')=='user':\n c=r.get('message',{}).get('content')\n if isinstance(c,list):\n for b in c:\n if isinstance(b,dict) and b.get('type')=='tool_result':\n cont=b.get('content')\n txt=''… output={"stdout":"/home/etc/claude-code/work/test-beehive-v1/hr-ats/backend/app/seed.py\n---\n/home/etc/claude-code/work/test-beehive-v1/hr-ats/backend/app/models/__init__.py\n/home/etc/claude-code/work/test-beehive-v1/hr-ats/backend/app/models/application.py\n/home/etc/claude-code/work/test-beehive-v1/hr-ats/backend/app/models/audit.py\n/home/etc/claude-code/work/test-beehive-v1/hr-ats/backend/app/models/base.py\n/home/etc/claude-code/work/test-beehive-v1/hr-ats/backend/app/models/interview.py\n/home/…

Bash input={"command":"F=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/2107b9b4-f250-4783-b515-2fefab1b5b91.jsonl\npython3 -c \"\nimport json\nlines=[json.loads(l) for l in open('$F') if l.strip()]\nstart=None\nfor i,r in enumerate(lines):\n ts=r.get('timestamp','')\n if ts.startswith('2026-07-20T07:5'):\n start=i-5 if start is None else start\nfor i,r in enumerate(lines):\n ts=r.get('timestamp','')\n if '2026-07-20T07:54' <= ts <= '2026-07-20T08:05':\n t=r.get('t… output={"stdout":"2026-07-20T07:54:26.885Z user TEXT: try docker-compose up and run using tunelling\n2026-07-20T07:54:34.237Z assistant TOOL: Bash {\"command\": \"which docker docker-compose 2>&1; docker --version 2>&1; docker compose version 2>&1\", \"description\": \"Check if docker/docker-compose is available\"}\n2026-07-20T07:54:38.123Z user RESULT: Exit code 127 /bin/bash: line 1: docker: command not found /bin/bash: line 1: docker: command not found\n2026-07-20T07:54:41.570Z assistant TOOL: Bash …

Bash input={"command":"F=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/2107b9b4-f250-4783-b515-2fefab1b5b91.jsonl\npython3 -c \"\nimport json\nfor line in open('$F'):\n try: r=json.loads(line)\n except: continue\n if r.get('type')=='user' and not r.get('isSidechain'):\n c=r.get('message',{}).get('content')\n text=None\n if isinstance(c,str): text=c\n elif isinstance(c,list):\n for b in c:\n if isinstance(b,dict) and b.get('type'… output={"stdout":"2026-07-20T04:39:37.867Z\n<task-notification>\n<task-id>afa220d404e019a2e</task-id>\n<tool-use-id>toolu_016ukqh7wc9g6gj5EXsh5EcE</tool-use-id>\n<output-file>/tmp/claude-0/-home-etc-claude-code-work-test-beehive-v1/2107b9b4-f250-4783-b515-2fefab1b5b91/tasks/afa220d404e019a2e.output</output-file>\n<status>failed</status>\n<summary>Agent \"Build HR ATS system\" failed: Agent terminated early due to API error: You've hit your session limit · resets 7:50am (UTC)</summary>\n<note> task-…

Bash input={"command":"F=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/2107b9b4-f250-4783-b515-2fefab1b5b91.jsonl\ngrep -c \"Request interrupted by user\" \"$F\"\npython3 -c \"\nimport json\nfor line in open('$F'):\n try: r=json.loads(line)\n except: continue\n if r.get('type')=='user' and not r.get('isSidechain'):\n c=r.get('message',{}).get('content')\n if isinstance(c,str) and c.strip(): print(r.get('timestamp'),'|',c[:300].replace(chr(10),' '))\n elif isins… output={"stdout":"1\n2026-07-20T03:40:51.661Z | using builder agent, create this project: Act as Senior Full-Stack Engineer and UX Designer. Your task is to build complete, production-ready, end-to-end HR Hiring and Applicant Tracking System (ATS). Focus entirely on building robust features, seamless user workflows, and clean interface. Do \n2026-07-20T03:41:28.739Z | <local-command-caveat>Caveat: messages below were generated by user while running local commands. DO NOT respond to these …

Bash input={"command":"F=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/2107b9b4-f250-4783-b515-2fefab1b5b91.jsonl\necho \"-- file_path mentions in builder session --\"\ngrep -o '\"file_path\":\"[^\"]*\"' \"$F\" | sort -u | grep -iE 'docker-compose|seed.py'\necho \"-- did builder session's Task/Agent write docker-compose --\"\ngrep -c 'docker-compose.yml' \"$F\"\n","description":"Check if builder-agent session wrote docker-compose.yml or seed.py"} output={"stdout":"-- file_path mentions in builder session --\n\"file_path\":\"/home/etc/claude-code/work/test-beehive-v1/hr-ats/backend/app/seed.py\"\n\"file_path\":\"/home/etc/claude-code/work/test-beehive-v1/hr-ats/docker-compose.yml\"\n-- did builder session's Task/Agent write docker-compose --\n10","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"F=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/30e67077-d867-4971-b717-86ac87b19aa8.jsonl\npython3 -c \"\nimport json\nfor line in open('$F'):\n try: r=json.loads(line)\n except: continue\n t=r.get('type')\n if t=='assistant':\n c=r.get('message',{}).get('content')\n if isinstance(c,list):\n for b in c:\n if isinstance(b,dict) and b.get('type')=='text' and b['text'].strip():\n print(r.get('timesta… output={"stdout":"2026-07-20T09:02:05.672Z TOOL: Bash {\"command\": \"pwd && ls -la\", \"description\": \"List current working directory contents\"}\n2026-07-20T09:02:08.695Z TOOL: Bash {\"command\": \"find documentation hr-ats.claude -maxdepth 4 -type d | sort && echo \\\"---FILES---\\\" && find documentation -maxdepth 3 -type f | sort\", \"description\": \"Explore project directory structure\"}\n2026-07-20T09:02:13.512Z TOOL: Read {\"file_path\": \"/home/etc/claude-code/work/test-beehive-v1/docs/builder/project-brief…

Bash input={"command":"F=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/30e67077-d867-4971-b717-86ac87b19aa8.jsonl\npython3 -c \"\nimport json\nfor line in open('$F'):\n try: r=json.loads(line)\n except: continue\n t=r.get('type')\n if t=='user' and not r.get('isSidechain'):\n c=r.get('message',{}).get('content')\n if isinstance(c,str) and c.strip(): print(r.get('timestamp'),'USER:',c[:600].replace(chr(10),' '))\n elif isinstance(c,list):\n for b i… output={"stdout":"2026-07-20T09:01:42.060Z USER: <local-command-caveat>Caveat: messages below were generated by user while running local commands. DO NOT respond to these messages or otherwise consider them in your response unless user explicitly asks you to.</local-command-caveat>\n2026-07-20T09:01:40.562Z USER: <command-name>/clear</command-name> <command-message>clear</command-message> <command-args></command-args>\n2026-07-20T09:01:55.515Z USER: filling up mock d…

Bash input={"command":"python3 << 'EOF'\nimport json\nF='/root/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/cc1031b2-33e5-4979-ab22-9e74f006393f.jsonl'\nfor line in open(F):\n line=line.strip()\n if not line: continue\n r=json.loads(line)\n if r.get('type')=='system':\n print(r.get('subtype'), str(r.get('content'))[:300])\nEOF","description":"Check system message content in cc1031b2"} output={"stdout":"local_command <command-name>/usage</command-name>\n <command-message>usage</command-message>\n <command-args></command-args>\nlocal_command <local-command-stdout>Settings dialog dismissed</local-command-stdout>","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"F=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/cc1031b2-33e5-4979-ab22-9e74f006393f.jsonl\nwc -l \"$F\"\npython3 << 'EOF'\nimport json\nF='/root/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/cc1031b2-33e5-4979-ab22-9e74f006393f.jsonl'\nfor line in open(F):\n line=line.strip()\n if not line: continue\n try:\n r=json.loads(line)\n except Exception as e:\n print(\"ERR\", e); continue\n print(r.get('type'), list(r.keys())[:6])\n… output={"stdout":"9 /root/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/cc1031b2-33e5-4979-ab22-9e74f006393f.jsonl\nlast-prompt ['type', 'leafUuid', 'sessionId']\nmode ['type', 'mode', 'sessionId']\npermission-mode ['type', 'permissionMode', 'sessionId']\nattachment ['parentUuid', 'isSidechain', 'attachment', 'type', 'uuid', 'timestamp']\nattachment ['parentUuid', 'isSidechain', 'attachment', 'type', 'uuid', 'timestamp']\nattachment ['parentUuid', 'isSidechain', 'attachment', 'type', 'uui…

Bash input={"command":"F=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/cc1031b2-33e5-4979-ab22-9e74f006393f.jsonl\npython3 -c \"\nimport json\nfor line in open('$F'):\n try: r=json.loads(line)\n except: continue\n t=r.get('type')\n if t=='user':\n c=r.get('message',{}).get('content')\n if isinstance(c,str): print('USER:',c[:500])\n elif isinstance(c,list):\n for b in c:\n if b.get('type')=='text': print('USER:',b['text'][:500])\n … output={"stdout":"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"F=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/e8927800-9896-48cb-a26a-d0330043595a.jsonl\npython3 -c \"\nimport json\nfor line in open('$F'):\n try: r=json.loads(line)\n except: continue\n t=r.get('type')\n if t=='user':\n c=r.get('message',{}).get('content')\n if isinstance(c,str): print('USER:',c[:500])\n elif isinstance(c,list):\n for b in c:\n if b.get('type')=='text': print('USER:',b['text'][:500])\n … output={"stdout":"USER: login\nASSISTANT: You've hit your session limit · resets 7:50am (UTC)","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"F=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/e8927800-9896-48cb-a26a-d0330043595a.jsonl\nwc -l \"$F\"\npython3 -c \"\nimport json\nfor i,line in enumerate(open('$F')):\n try: r=json.loads(line)\n except: continue\n print(i, r.get('type'), list(r.keys())[:10])\n if i>10: break\n\"","description":"Inspect raw structure of e8927800 session"} output={"stdout":"18 /root/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/e8927800-9896-48cb-a26a-d0330043595a.jsonl\n0 last-prompt ['type', 'leafUuid', 'sessionId']\n1 mode ['type', 'mode', 'sessionId']\n2 permission-mode ['type', 'permissionMode', 'sessionId']\n3 file-history-snapshot ['type', 'messageId', 'snapshot', 'isSnapshotUpdate']\n4 file-history-snapshot ['type', 'messageId', 'snapshot', 'isSnapshotUpdate']\n5 attachment ['parentUuid', 'isSidechain', 'attachment', 'type', 'uuid',…

Bash input={"command":"F=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/2107b9b4-f250-4783-b515-2fefab1b5b91.jsonl\npython3 -c \"\nimport json,sys\nfor line in open(sys.argv[1]):\n try: r=json.loads(line)\n except: continue\n message = r.get('message',{})\n content = message.get('content')\n if isinstance(content, list):\n for b in content:\n if isinstance(b,dict) and b.get('name') in ('Agent','SendMessage','ToolSearch'):\n print(b.get('name'), json.du… output={"stdout":"Agent {\"description\": \"Build HR ATS system\", \"subagent_type\": \"builder-agent\", \"run_in_background\": false, \"prompt\": \"Act as Senior Full-Stack Engineer and UX Designer. Build complete, production-ready, end-to-end HR Hiring and Applicant Tracking System (ATS) from scratch in this working directory. Th\nToolSearch {\"query\": \"select:SendMessage\", \"max_results\": 1}\nSendMessage {\"to\": \"afa220d404e019a2e\", \"summary\": \"Confirm slug hr-ats, proceed to Round 2\"…

Bash input={"command":"for f in 30e67077-d867-4971-b717-86ac87b19aa8 2107b9b4-f250-4783-b515-2fefab1b5b91 e8927800-9896-48cb-a26a-d0330043595a cc1031b2-33e5-4979-ab22-9e74f006393f; do\nF=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/$f.jsonl\necho \"=== $f ===\"\npython3 -c \"\nimport json,sys\nfrom collections import Counter\nc=Counter()\nfor line in open(sys.argv[1]):\n try: r=json.loads(line)\n except: continue\n message = r.get('message',{})\n content = message.get('content')\n i… output={"stdout":"=== 30e67077-d867-4971-b717-86ac87b19aa8 ===\n26 Bash\n11 Read\n3 Edit\n1 Write\n=== 2107b9b4-f250-4783-b515-2fefab1b5b91 ===\n40 Bash\n6 Edit\n5 SendMessage\n4 AskUserQuestion\n2 Read\n1 Agent\n1 ToolSearch\n=== e8927800-9896-48cb-a26a-d0330043595a ===\n=== cc1031b2-33e5-4979-ab22-9e74f006393f ===","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"for f in 30e67077-d867-4971-b717-86ac87b19aa8 e8927800-9896-48cb-a26a-d0330043595a cc1031b2-33e5-4979-ab22-9e74f006393f; do\nF=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/$f.jsonl\necho \"=== $f ===\"\npython3 -c \"\nimport json,sys\nfor line in open(sys.argv[1]):\n try: r=json.loads(line)\n except: continue\n message = r.get('message',{})\n content = message.get('content')\n if isinstance(content, list):\n for b in content:\n if isinstance(… output={"stdout":"=== 30e67077-d867-4971-b717-86ac87b19aa8 ===\n=== e8927800-9896-48cb-a26a-d0330043595a ===\n=== cc1031b2-33e5-4979-ab22-9e74f006393f ===","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"F=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/30e67077-d867-4971-b717-86ac87b19aa8.jsonl\ngrep -oE '.{40}(builder-agent|orchestrator-agent|sre-agent|swe-agent|unittest-agent|playwright-agent|reviewer-agent|improver-agent|knowledge-graph-agent|debugger-agent|beehive-agent).{20}' \"$F\" | head -20","description":"Get context around beehive agent keyword hits"} output={"stdout":"e\":\"agent_listing_delta\",\"addedTypes\":[\"beehive-agent\",\"beehive-feedback-\ner-agent\",\"claude\",\"claude-code-guide\",\"debugger-agent\",\"Explore\",\"general\nmprover-agent\",\"knowledge-graph-agent\",\"orchestrator-agent\",\"Plan\",\"playwright\n-agent\",\"sre-agent\",\"statusline-setup\",\"swe-agent\",\"unittest-agent\"],\ning CI/IaC vs established) to recommend builder-agent, orchestrator-agent\nGlob, Bash, Write, AskUserQuestion)\",\"- builder-agent: Greenfield project\n…

Bash input={"command":"for f in 30e67077-d867-4971-b717-86ac87b19aa8 e8927800-9896-48cb-a26a-d0330043595a cc1031b2-33e5-4979-ab22-9e74f006393f; do\n F=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1/$f.jsonl\n echo \"=== $f ===\"\n grep -oE '\"name\":\"(Task|Skill)\"[^}]*' \"$F\" | head -5\n echo \"-- beehive keyword hits --\"\n grep -ocE 'builder-agent|orchestrator-agent|sre-agent|swe-agent|unittest-agent|playwright-agent|reviewer-agent|improver-agent|knowledge-graph-agent|debugger-agen… output={"stdout":"=== 30e67077-d867-4971-b717-86ac87b19aa8 ===\n-- beehive keyword hits --\n42\n=== e8927800-9896-48cb-a26a-d0330043595a ===\n-- beehive keyword hits --\n54\n=== cc1031b2-33e5-4979-ab22-9e74f006393f ===\n-- beehive keyword hits --\n33","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"find /home/etc/claude-code/work/test-beehive-v1 -maxdepth 4 -type d | head -50","description":"Explore project folder structure"} output={"stdout":"/home/etc/claude-code/work/test-beehive-v1\n/home/etc/claude-code/work/test-beehive-v1/hr-ats\n/home/etc/claude-code/work/test-beehive-v1/docs\n/home/etc/claude-code/work/test-beehive-v1/.claude\n/home/etc/claude-code/work/test-beehive-v1/hr-ats/backend\n/home/etc/claude-code/work/test-beehive-v1/hr-ats/frontend\n/home/etc/claude-code/work/test-beehive-v1/hr-ats/.data\n/home/etc/claude-code/work/test-beehive-v1/docs/builder\n/home/etc/claude-code/work/test-beehive-v1/hr-ats/backend/lo…

Bash input={"command":"D=~/.claude/projects/-home-etc-claude-code-work-test-beehive-v1\nls -la \"$D\" 2>&1\necho \"---count---\"\nls \"$D\"/*.jsonl 2>/dev/null | wc -l","description":"List session files for target project"} output={"stdout":"total 1380\ndrwxr-xr-x 5 root root 4096 Jul 20 09:29.\ndrwx------ 9 root root 4096 Jul 20 03:40..\ndrwxr-xr-x 4 root root 4096 Jul 20 03:42 2107b9b4-f250-4783-b515-2fefab1b5b91\n-rw------- 1 root root 685607 Jul 20 09:00 2107b9b4-f250-4783-b515-2fefab1b5b91.jsonl\n-rw------- 1 root root 549438 Jul 20 09:29 30e67077-d867-4971-b717-86ac87b19aa8.jsonl\ndrwxr-xr-x 3 root root 4096 Jul 20 09:29 52fe23c5-a45c-4793-b5e5-30b4a4ff4a6b\n-rw------- 1 root root 69101 Jul 20 09:30 52fe2…

Bash input={"command":"ls -la ~/.codex/sessions/ 2>&1 | head -5; echo \"---pi---\"; ls -la ~/.pi/ 2>&1 | head -5","description":"Check for Codex and Pi session directories"} output={"stdout":"ls: cannot access '/root/.codex/sessions/': No such file or directory\n---pi---\nls: cannot access '/root/.pi/': No such file or directory","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"ENC=$(echo \"/home/etc/claude-code/work/test-beehive-v1\" | sed 's/[^a-zA-Z0-9]/-/g'); echo \"ENC=$ENC\"; ls -la ~/.claude/projects/ 2>&1 | grep -i \"$ENC\"; echo \"---all projects directories---\"; ls ~/.claude/projects/ 2>&1","description":"Find encoded Claude Code project directory"} output={"stdout":"ENC=-home-etc-claude-code-work-test-beehive-v1\nugrep: invalid argument -m=e-etc-claude-code-work-test-beehive-v1\nFor more help on options, try `ugrep --help' or `ugrep --help -m'\n---all projects directories---\n-home-etc-claude-code-obs\n-home-etc-claude-code-work\n-home-etc-claude-code-work-beehive-kfi\n-home-etc-claude-code-work-test-beehive\n-home-etc-claude-code-work-test-beehive-v1\n-home-etc-hermes-pmea\n-home-etc-kaggle-stellar-class","stderr":"","interrupted":false,"isImage":false…

Bash input={"command":"echo \"ROOT=/home/etc/claude-code/work/test-beehive-v1\"; ls -la /home/etc/claude-code/work/test-beehive-v1 2>&1 | head -50; echo \"---git---\"; git -C /home/etc/claude-code/work/test-beehive-v1 status 2>&1 | head -20","description":"Inspect target root directory and git status"} output={"stdout":"ROOT=/home/etc/claude-code/work/test-beehive-v1\ntotal 20\ndrwxr-xr-x 5 root root 4096 Jul 20 08:01.\ndrwxr-xr-x 5 root root 4096 Jul 20 03:39..\ndrwxr-xr-x 2 root root 4096 Jul 20 09:18.claude\ndrwxr-xr-x 3 root root 4096 Jul 20 03:48 documentation\ndrwxr-xr-x 5 root root 4096 Jul 20 09:19 hr-ats\n---git---\nfatal: not git repository (or any of parent directories):.git","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Agent input={"description":"Mine session feedback for beehive agents","prompt":"Run your standard beehive session-feedback mining pass on this project folder: /home/etc/claude-code/work/test-beehive-v1\n\nScan local coding-agent session logs (Claude Code, Pi, Codex) associated with this folder. Find sessions that invoked beehive agents/skills (builder-agent, orchestrator-agent, sre-agent, swe-agent, unittest-agent, playwright-agent, reviewer-agent, improver-agent, knowledge-graph-agent, debugger-agent, … output={"isAsync":true,"status":"async_launched","agentId":"a857a29b5ceb5f901","description":"Mine session feedback for beehive agents","resolvedModel":"claude-sonnet-5","prompt":"Run your standard beehive session-feedback mining pass on this project folder: /home/etc/claude-code/work/test-beehive-v1\n\nScan local coding-agent session logs (Claude Code, Pi, Codex) associated with this folder. Find sessions that invoked beehive agents/skills (builder-agent, orchestrator-agent, sre-agent, swe-agent, …

use beehive feedback agent, check this folder