{"quest":{"id":"q-cc0888c0004a","name":"Agent Ecosystem","description":"Background agent fleet management — agent registry, health monitoring, task routing, and auto-scaling. Define agent roles (researcher, debater, market-maker, auditor), spawn/retire agents based on workload, and maintain agent identity across sessions. Goal: a self-managing ecosystem of specialized agents.","layer":"Forge","priority":96,"status":"active","created_at":"2026-04-03T20:28:32.766222","updated_at":"2026-04-10T14:44:10.355870+00:00"},"tasks":[{"id":"ef1f955b-588a-4f1c-889d-8f9a0f7e10dc","title":"[Senate] Agent activity heartbeat (driver #2)","description":"Recurring driver. For each agent in agent_registry, check for any contribution row in the last 24h. If absent, decrement that agent's reputation by 1 (floor 0) and log to agent_health_history. If present, increment by 1 (cap 100). Encourages every registered agent to keep participating. On no candidates, release as no-op. See driver #2.","status":"open","priority":96,"frequency":"every-6h","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-29T01:24:59.210471+00:00","updated_at":"2026-04-29T01:24:59.210471+00:00","summary":"","completion_summary":"The driver ran successfully. Here's what happened this cycle: [already on main: ba690607]","completion_notes":"Auto-release: recurring task had no work this cycle","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/economics_participation_drivers_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 6, \"analysis\": 5}, \"completion_shas\": [\"d149f50d2b6e974a4dc166038a3f80e8db5a7237\", \"e142b44a20a918978d7ed98ed6b1926d170aa010\", \"1f4780688a7ffc51099f5f8418dfda29feea73b6\", \"27d971f0fab82fb62af0afae5ab8a6265da4ab54\", \"c282bdae7c89700f49cf4d979d3ae5c4269e6142\", \"49025049ca16b33b9f91539bc0f0a4f863d1747c\", \"5a320915fe9e15279dd0ac69d7d1bd846f925030\", \"ca24d3c036b27cbc1c0ed5d74b509cc9132b28fd\", \"fa18525d1b82c52c5f9512dc113d784e12bdc74d\", \"cbe14bfb240e23e09eba3c0335613e516de22ca7\", \"4affd28947c8608d8a700b17b6c21322644284ce\", \"a384facb5e09cb5d605c32d0711f6294e0c0d11d\", \"abacda1fa18e0fa63b2b34d4f279195cd75e6a90\", 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\"2f9bcb2fc8b13e8b60a0fc63a3f13801f22f0dbc\", \"21bd67845e0338963ae3fabb216d8103a155505f\", \"e53d2e71249eaaa30bf1cc9b6402d7f86939c2ca\", \"d2438beaa8885bc5e553bb6285f996431d69147c\", \"0c82ffb8fd3866fab57045eecd94ed68788eec09\", \"8d894720730202c2755183b7b4f6cc424ab83adb\"]}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":"pass","verification_notes":"Driver #2 ran successfully: processed 117 active agents, 37 active (incremented reputation), 80 inactive (decremented reputation), 40 reputation scores changed, 117 agent_health_history rows logged. No code changes needed — driver already implemented correctly.","task_type":"recurring","pr_links":[],"commit_links":[]},{"id":"92f3d98e-7288-474e-a53a-0ca69363b750","title":"[Senate] Squad autoseed from high-priority gaps (driver #18)","description":"Recurring driver. Form research squads from the top unattended high-importance knowledge_gaps. Each squad gets a charter, success criteria, recruitment window (24h), target lifespan (5d), and an initial token pool sized as importance_score × 5000. Idempotent: skips gaps that already have an active/recruiting squad. Uses the squads package: `python3 -m economics_drivers.squads.cli autoseed --limit N`. See research_squads_spec.md driver #18.","status":"open","priority":95,"frequency":"every-6h","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-29T02:39:16.533255+00:00","updated_at":"2026-04-29T02:39:16.533255+00:00","summary":"","completion_summary":"Recurring cycle — no repo commits this iteration","completion_notes":"Auto-release: recurring task had no work this cycle","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/research_squads_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 6, \"analysis\": 6, \"safety\": 9}, \"completion_shas\": [\"8dac666b88811c65d33d1b72193a03058895132e\"], \"completion_shas_checked_at\": \"2026-04-13T00:16:15.496763+00:00\", \"completion_shas_missing\": [\"1ccf33df6dfefe9d9d57e49893777088d18ffa4d\", \"8aa3cf04a82e72011155bce3c7fbf38cba6d112f\"]}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":"pass","verification_notes":"Driver #18 cycle run: autoseed formed 10 new recruiting squads from top unattended high-priority gaps (importance=0.92, pool_seed=4600 tokens each). Two consecutive runs of `python3 -m economics_drivers.squads.cli autoseed --limit 5` each formed 5 squads — driver is idempotent. DB now has 45 recruiting + 5 active + 269 disbanded squads. No code changes needed; driver fully operational on origin/main.","task_type":"recurring","pr_links":[],"commit_links":[]},{"id":"3b25ded3-1372-49d2-ba9c-7b01fc1f2b99","title":"[Agora] Squad open enrollment & recruitment (driver #21)","description":"Recurring driver. For each squad in 'recruiting' state with recruitment_closes_at in the future, scan agent_registry for agents whose capabilities match the squad's target (use capability requirements like analysis>=6, reasoning>=6 derived from the gap domain). Auto-invite a small set, and respond to standing-bid joins. When recruitment_closes_at passes, transition status to 'active'. Implement at economics_drivers/squads/recruit.py. See research_squads_spec.md driver #21.","status":"open","priority":92,"frequency":"every-6h","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-29T05:10:37.453482+00:00","updated_at":"2026-04-29T05:10:37.453482+00:00","summary":"","completion_summary":"[Agora] Fix squad recruit driver: two-pass approach + jsonb metadata handling [task:3b25ded3-1372-49d2-ba9c-7b01fc1f2b99]","completion_notes":"Auto-completed by supervisor after successful deploy to main","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/research_squads_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 7, \"analysis\": 6, \"safety\": 9}, \"completion_shas\": [\"37de01b5c01caa7cc87501e74027ce35f493d8f2\"], \"completion_shas_checked_at\": \"2026-04-13T07:15:45.486267+00:00\", \"completion_shas_missing\": [\"af2fb486fe3028637238c8fb4840f55c4e6a70bd\", \"4cb9e9601becfef36c006f36ea8e2a6846590fc5\", \"0ede2f2d1bd3a0647ea54d25953331f803b79240\", \"0bef8dbdf92a793e0a30da847d6e5ea4968c1a02\", \"07781b827f59fbe62f1f220e62ad23d5844a0a3f\", \"cf140f07caae697e94dde90799bb855757c81b5d\", \"76f7893e0730bce5561e669b25d23ad4843cf506\", \"4efd09fd7173a5d6bf02a74590cf7456639fc80a\", \"1628081d105a3ef771eab386c8c7f454505fd417\", \"350a6bf388d4a12f8e8c13e7de2122d09cb819a8\", \"b829ee9c386629f84a6bf43cbcf369482d4213a3\", \"8ab2e1300efdeade7e4966c07890c7de95f14020\", \"3df717122a80b8395d4d312ac9111949e722f567\", \"48332f4d6661bfee7d6d40b68f450cd909254641\", \"8a66d284714e3de4d70ca24d780e07d44bb0cfa4\", \"e21075cdc4072879241d7ec4a4c711b8b221b240\", \"2be35da0e4f330e11677bad54b5186d20792d802\", \"42741db2b3cd1abb3266d15c7744ca8fd5cc22fa\", \"cdbf203dc3effacc82fef63818f89687af6cd4f5\", \"bb607f8e5e2ee5ef7ff73907a708047bc01eb5c2\", \"07bb6af97875631907f39c7218d03f0803225d50\", \"a915190389db17f16e7590cb982956ac0ea9c01c\", \"8363dc5865c6b4546cc50830ba8aa085e5505e61\", \"203b36fb01901a1624f92824b1af8ac00da37ab1\", \"d81752daa3d441c8fb7a61d8859a61bdcce4772b\", \"9337aa93582cfc1ba1adc43d05d679627f808adb\", \"b784daa27dc3752ce5f86a61e0fa34ebb6d331d7\", \"3b56a552447800d73195dd0f094d541b2b22dca0\", \"b77aa6aa39b9fe2f6980bc8290e0eda22f885632\", \"ff825276a0b1b9bd84b605c296487a22de46ee05\", \"a73225ef43df330965eff6aaa6a40b1c951fdbe2\", \"fee519f06e3a6fcf0ce867e0b2a997ecffb55519\", \"1dd6bed14e29cc30b0c8e2debf9fdaf8a09b4cad\", \"a74da9926e933f4203c22e9753044744eff7a9f5\", \"f6483a39e030bd769fe9d10863b71fde68d618cf\", \"89360f6a5389ad904925bccc2642f134ceb0e9b7\", \"8abd05ded7eef8dc8930ee635f00b373b346dc8c\", \"d3aee06a5ae3a4406b65f5c13b102eb4f6669807\", \"2aa1b6b97b565a462d53dfe1453d61d48a7a7f1c\", \"f62f9853cc0d498ef76dfdeee30870081fe1ac50\", \"e90b34892f800de978f2c6d388b861bc18bf6cd9\", \"b2628686a61773333ac397c049b08f6572e339d6\", \"76bafd5bbac7169ac8384161f9b802edf3d13871\", \"2d4430c32de403bc3e9e7fd7be4096750f6fe14f\", \"bd418ed014a113f633d0c23fd7910c3e0f8bf412\", \"c92226d7ed3b4ae8a366959ce80a24d92ad54a69\", \"23088aa983ab9500bb36338affdef141f6690680\", \"42daa14e4cc83588aa0f2c1d5a54a6a9488da4b9\", \"3c23c71a087ff99244fdd846c01e2e4c8ef67ead\", \"26442002b1889d944886b4dbfce77ea8f1f5c7c0\", \"8d699fe574d575897a43ca2c06059c512d6a9e8d\", \"3c4563291fe89f9622aa5f634ff0e75a8526e2af\", \"3a3fbbee3c7020d6e0988950ae427e24c417e710\", \"b0f3c50d694b7348e1b6bf27fc00f8638e3ead6a\", \"9a7e853975c11e9606564fbcb466154b992ab4ae\", \"2844788456af2da2f9828b8b0e4814310fea4b67\", \"087d08ac9b2aa4a2c961304ab2a051b90e61f075\", \"3aec270f683b8bbce70a7cc0215ab4cfac9abd2d\", \"b75efa38f566fc3c0e140ed71b3a12e69f100bfa\", \"6da827c4146648368d12457dcf32dd62d4342eae\", \"027e609f84280f29f2655d9d6bc8d42ada064a80\", \"36a5ffd685c52d4e565cc95c6535d775cf7a84c0\", \"5b4536bb307ff4806b887ef3d21c307fa340a193\", \"24bc213b4759313a81d7f838dba58ba2a339140e\", \"15040ca3c3e1f016433fa93ca11c1986c37813ed\", \"124b956ad9cf711620b3f0a28d8080ffc1cd2c95\", \"b571a2981679c97bb0f280199c23ccf8c8279115\", \"6ad25568403683eda81613bd8a49e9247b9cc430\", \"e268bcaa7c2432989c87e3d6c4c9530b212e8c39\", \"ec32eb5226e92087b4d06c873fe27759abe9cbb1\", \"5c5c4dd0ba20ed74b9b502dfcfba497698edbf69\", \"d8e06112954ca9b3066a1cb2dfa14df5687a425d\", \"87143d55ae8c9207d3d1d813fe87a47201e62546\", \"5fe21db3e5f3b72b1b322fbd004cebdcfb355d62\"]}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"recurring","pr_links":[],"commit_links":[]},{"id":"08081164-a70c-4028-8893-8932d948bdf9","title":"[Skills] Error-recovery memory - agent learns fix Y for failure pattern X","description":"Mine failure->retry->success patterns from invocation logs; auto-suggest or auto-apply known fix on next matching error signature.","status":"done","priority":90,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-27T16:42:51.241002+00:00","updated_at":"2026-04-27T16:42:51.241002+00:00","summary":"","completion_summary":"## Closing Statement","completion_notes":"Auto-release: non-recurring task produced no commits this iteration; requeuing for next cycle","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/q-mem-error-recovery-memory_spec.md","provider":"any","payload_json":"{\"completion_shas\": [\"a056062\"], \"completion_shas_checked_at\": \"\"}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":"pass","verification_notes":"Pushed to origin. Files: migrations/20260428_error_recovery_memory.sql, scidex/agents/error_recovery.py, scidex/agora/skill_evidence.py, economics_drivers/ci_error_recovery_mining.py, tests/test_error_recovery.py, docs/planning/specs/q-mem-error-recovery-memory_spec.md. 33/33 tests pass.","task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"32babe5f-33d0-4c06-a338-eb03b8d99aee","title":"[Skills] Per-agent learned-skill preference log - rank skills by past success","description":"Rank skills per agent by shipped_rate from agent_skill_invocations; skill_router consults preferences; cold-start uses system rate.","status":"done","priority":89,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-27T23:40:47.687005+00:00","updated_at":"2026-04-27T23:40:47.687005+00:00","summary":"","completion_summary":"[Skills] Per-agent learned-skill preference log — rank skills by shipped rate [task:32babe5f-33d0-4c06-a338-eb03b8d99aee]","completion_notes":"Auto-completed by supervisor after successful deploy to main","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/q-mem-agent-skill-preference-log_spec.md","provider":"any","payload_json":"{}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"746da059-2473-4ffd-b4e1-a1ebaf872f0f","title":"[Forge] Triage 50 failed tool calls by skill and error mode","description":"451 tool_calls are recorded with error status. Grouped failure triage keeps the Forge tool library reliable for debates and analyses.\n\n## Acceptance criteria (recommended — see 'Broader latitude' below)\n\n- 50 failed tool calls are grouped by skill_id and error_message pattern\n- Top recurring failure modes have fixes, follow-up tasks, or documented upstream causes\n- Remaining untriaged failed tool-call count is <= 401\n\n## Before starting\n\n1. Read this task's spec file and check for duplicate recent work.\n2. Evaluate whether the gap and acceptance criteria target the right problem. If you see a better framing, propose it in your work log and — if appropriate — reframe before executing.\n3. Check adjacent SciDEX layers (Agora, Atlas, Forge, Exchange, Senate): does your work need cross-linking? Do you see a pattern spanning multiple gaps that could become a platform improvement?\n\n## Broader latitude (explicitly welcome)\n\nYou are a scientific discoverer, not just a task executor. Beyond the acceptance criteria above, you're invited to:\n\n- **Question the framing.** If the gap's premise is weak, the acceptance criteria miss the point, or the methodology is the wrong frame entirely — say so. Propose a reframe with justification.\n- **Propose structural improvements.** If you notice a recurring pattern across tasks that would benefit from a new tool, scoring dimension, debate mode, or governance rule — flag it in your work log with a concrete proposal (file a Senate task or add to the Forge tool backlog as appropriate).\n- **Propose algorithmic improvements.** If the scoring algorithm, ranking method, matching heuristic, or quality rubric seems misaligned with the data you're seeing — document a specific improvement with before/after examples.\n- **Strengthen artifacts beyond the minimum.** Iterate toward a SOTA-quality notebook/analysis/benchmark rather than the lowest bar that passes the checks. Fewer high-quality artifacts beat many shallow ones.\n\nDocument each such contribution in your commit messages (``[Senate] proposal:`` / ``[Forge] tool-sketch:`` / ``[Meta] algorithm-critique:``) so operators can triage.\n","status":"done","priority":83,"frequency":"","max_iterations":3,"assigned_slot":"","started_at":null,"completed_at":"2026-04-28T06:57:51.740596+00:00","updated_at":"2026-04-28T06:57:51.740596+00:00","summary":"","completion_summary":"[Forge] Fix 5 kwarg-contract gaps: gtex dataset str, open_targets top_n, string_enrichment organism, uniprot max_results, enrichr dataset [task:746da059-2473-4ffd-b4e1-a1ebaf872f0f]","completion_notes":"","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_tool_call_failure_triage_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 7, \"reasoning\": 6}, \"max_iterations\": 15}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":"pass","verification_notes":"4 commits ahead of main have been pushed. The branch now contains comprehensive fixes across all iterations. Here's the closing summary:","task_type":"iterative","pr_links":[],"commit_links":[]},{"id":"b4e04fba-0dc5-44f3-a6bd-63112fb14cd1","title":"[Forge] Triage 50 failed tool calls by skill and error mode","description":"482 tool_calls are recorded with error status. Grouped failure triage keeps the Forge tool library reliable for debates and analyses.\n\n## Acceptance criteria (recommended — see 'Broader latitude' below)\n\n- 50 failed tool calls are grouped by skill_id and error_message pattern\n- Top recurring failure modes have fixes, follow-up tasks, or documented upstream causes\n- Remaining untriaged failed tool-call count is <= 432\n\n## Before starting\n\n1. Read this task's spec file and check for duplicate recent work.\n2. Evaluate whether the gap and acceptance criteria target the right problem. If you see a better framing, propose it in your work log and — if appropriate — reframe before executing.\n3. Check adjacent SciDEX layers (Agora, Atlas, Forge, Exchange, Senate): does your work need cross-linking? Do you see a pattern spanning multiple gaps that could become a platform improvement?\n\n## Broader latitude (explicitly welcome)\n\nYou are a scientific discoverer, not just a task executor. Beyond the acceptance criteria above, you're invited to:\n\n- **Question the framing.** If the gap's premise is weak, the acceptance criteria miss the point, or the methodology is the wrong frame entirely — say so. Propose a reframe with justification.\n- **Propose structural improvements.** If you notice a recurring pattern across tasks that would benefit from a new tool, scoring dimension, debate mode, or governance rule — flag it in your work log with a concrete proposal (file a Senate task or add to the Forge tool backlog as appropriate).\n- **Propose algorithmic improvements.** If the scoring algorithm, ranking method, matching heuristic, or quality rubric seems misaligned with the data you're seeing — document a specific improvement with before/after examples.\n- **Strengthen artifacts beyond the minimum.** Iterate toward a SOTA-quality notebook/analysis/benchmark rather than the lowest bar that passes the checks. Fewer high-quality artifacts beat many shallow ones.\n\nDocument each such contribution in your commit messages (``[Senate] proposal:`` / ``[Forge] tool-sketch:`` / ``[Meta] algorithm-critique:``) so operators can triage.\n","status":"blocked","priority":83,"frequency":"","max_iterations":3,"assigned_slot":"","started_at":null,"completed_at":"2026-04-28T02:35:02.979490+00:00","updated_at":"2026-04-28T03:34:50.427361+00:00","summary":"","completion_summary":"[Forge] Iteration 10 verification: 0 new errors, all fixes confirmed on main [task:b4e04fba-0dc5-44f3-a6bd-63112fb14cd1]; [Exchange] KO-confirmation bounty driver for upstream target nominees [task:43e6cf81-4161-4404-837f-3e662ed0b931] (#1010); [Senate] Reasoning-trace auditor for upstream-target nominations [task:ded3cbb7-8db5-4564-bc30-9ecffc4182e0] (#1009)","completion_notes":"","last_error":"iteration cap hit (3/3); last verdict=needs_iteration","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_tool_call_failure_triage_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 7, \"reasoning\": 6}, \"max_iterations\": 15}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"iterative","pr_links":[],"commit_links":[]},{"id":"7008b540-15d5-48b6-8df0-c35234464c1a","title":"[Forge] Triage 50 failed tool calls by skill and error mode","description":"426 tool_calls are recorded with error status. Grouped failure triage keeps the Forge tool library reliable for debates and analyses.\n\n## Acceptance criteria (recommended — see 'Broader latitude' below)\n\n- 50 failed tool calls are grouped by skill_id and error_message pattern\n- Top recurring failure modes have fixes, follow-up tasks, or documented upstream causes\n- Remaining untriaged failed tool-call count is <= 376\n\n## Before starting\n\n1. Read this task's spec file and check for duplicate recent work.\n2. Evaluate whether the gap and acceptance criteria target the right problem. If you see a better framing, propose it in your work log and — if appropriate — reframe before executing.\n3. Check adjacent SciDEX layers (Agora, Atlas, Forge, Exchange, Senate): does your work need cross-linking? Do you see a pattern spanning multiple gaps that could become a platform improvement?\n\n## Broader latitude (explicitly welcome)\n\nYou are a scientific discoverer, not just a task executor. Beyond the acceptance criteria above, you're invited to:\n\n- **Question the framing.** If the gap's premise is weak, the acceptance criteria miss the point, or the methodology is the wrong frame entirely — say so. Propose a reframe with justification.\n- **Propose structural improvements.** If you notice a recurring pattern across tasks that would benefit from a new tool, scoring dimension, debate mode, or governance rule — flag it in your work log with a concrete proposal (file a Senate task or add to the Forge tool backlog as appropriate).\n- **Propose algorithmic improvements.** If the scoring algorithm, ranking method, matching heuristic, or quality rubric seems misaligned with the data you're seeing — document a specific improvement with before/after examples.\n- **Strengthen artifacts beyond the minimum.** Iterate toward a SOTA-quality notebook/analysis/benchmark rather than the lowest bar that passes the checks. Fewer high-quality artifacts beat many shallow ones.\n\nDocument each such contribution in your commit messages (``[Senate] proposal:`` / ``[Forge] tool-sketch:`` / ``[Meta] algorithm-critique:``) so operators can triage.\n","status":"done","priority":83,"frequency":"","max_iterations":9,"assigned_slot":"","started_at":null,"completed_at":"2026-04-28T00:56:11.631461+00:00","updated_at":"2026-04-28T00:56:11.631461+00:00","summary":"","completion_summary":"[Forge] Iteration 9 final verification: active error production = 0 [task:7008b540-15d5-48b6-8df0-c35234464c1a]","completion_notes":"","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_tool_call_failure_triage_spec.md","provider":"any","payload_json":"{}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":"pass","verification_notes":"Already resolved on main: 3b4803e4, d70ccbd2","task_type":"iterative","pr_links":[],"commit_links":[]},{"id":"f6745e5c-9f57-4415-9b1a-4973b4492ae7","title":"[Forge] Triage 50 failed tool calls by skill and error mode","description":"390 tool_calls are recorded with error status. Grouped failure triage keeps the Forge tool library reliable for debates and analyses.\n\nVerification:\n- 50 failed tool calls are grouped by skill_id and error_message pattern\n- Top recurring failure modes have fixes, follow-up tasks, or documented upstream causes\n- Remaining untriaged failed tool-call count is <= 340\n\nStart by reading this task's spec and checking for duplicate recent work.","status":"done","priority":83,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-21T21:24:07.662448+00:00","updated_at":"2026-04-21T21:24:07.662448+00:00","summary":"","completion_summary":"[Verify] Tool-call triage resolved — final confirmation [task:f6745e5c-9f57-4415-9b1a-4973b4492ae7]; [Verify] Tool call failure triage already resolved [task:f6745e5c-9f57-4415-9b1a-4973b4492ae7]","completion_notes":"Auto-completed by supervisor after successful deploy to main","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_tool_call_failure_triage_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 7, \"reasoning\": 6}}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"66bd4bd4-7c04-41c2-b332-74b1a9baf7dc","title":"[Forge] Triage 50 failed tool calls by skill and error mode","description":"389 tool_calls are recorded with error status. Grouped failure triage keeps the Forge tool library reliable for debates and analyses.\n\nVerification:\n- 50 failed tool calls are grouped by skill_id and error_message pattern\n- Top recurring failure modes have fixes, follow-up tasks, or documented upstream causes\n- Remaining untriaged failed tool-call count is <= 339\n\nStart by reading this task's spec and checking for duplicate recent work.","status":"done","priority":83,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-21T20:34:58.726298+00:00","updated_at":"2026-04-21T20:34:58.726298+00:00","summary":"","completion_summary":"[Forge] Correct tool-call triage branch scope [task:66bd4bd4-7c04-41c2-b332-74b1a9baf7dc]; Merge remote-tracking branch 'github/main' into orchestra/task/66bd4bd4-triage-50-failed-tool-calls-by-skill-and; [Forge] Record tool-call triage verification [task:66bd4bd4-7c04-41c2-b332-74b1a9baf7dc]","completion_notes":"Auto-completed by supervisor after successful deploy to main","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_tool_call_failure_triage_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 7, \"reasoning\": 6, \"safety\": 9}}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"782ee3a9-7a22-40fb-a5cd-27ae8df82bd3","title":"[Forge] Extract structured claims from 30 papers missing claims","description":"24959 papers have no extracted claims. Claim extraction improves evidence linking, hypothesis support, and search.\n\n## Acceptance criteria (recommended — see 'Broader latitude' below)\n\n- 30 papers have claims_extracted marked after real claim extraction\n- Extracted claims include citation provenance and no placeholder claims\n- Remaining papers without extracted claims is <= 24929\n\n## Before starting\n\n1. Read this task's spec file and check for duplicate recent work.\n2. Evaluate whether the gap and acceptance criteria target the right problem. If you see a better framing, propose it in your work log and — if appropriate — reframe before executing.\n3. Check adjacent SciDEX layers (Agora, Atlas, Forge, Exchange, Senate): does your work need cross-linking? Do you see a pattern spanning multiple gaps that could become a platform improvement?\n\n## Broader latitude (explicitly welcome)\n\nYou are a scientific discoverer, not just a task executor. Beyond the acceptance criteria above, you're invited to:\n\n- **Question the framing.** If the gap's premise is weak, the acceptance criteria miss the point, or the methodology is the wrong frame entirely — say so. Propose a reframe with justification.\n- **Propose structural improvements.** If you notice a recurring pattern across tasks that would benefit from a new tool, scoring dimension, debate mode, or governance rule — flag it in your work log with a concrete proposal (file a Senate task or add to the Forge tool backlog as appropriate).\n- **Propose algorithmic improvements.** If the scoring algorithm, ranking method, matching heuristic, or quality rubric seems misaligned with the data you're seeing — document a specific improvement with before/after examples.\n- **Strengthen artifacts beyond the minimum.** Iterate toward a SOTA-quality notebook/analysis/benchmark rather than the lowest bar that passes the checks. Fewer high-quality artifacts beat many shallow ones.\n\nDocument each such contribution in your commit messages (``[Senate] proposal:`` / ``[Forge] tool-sketch:`` / ``[Meta] algorithm-critique:``) so operators can triage.\n","status":"blocked","priority":82,"frequency":"","max_iterations":3,"assigned_slot":"","started_at":null,"completed_at":"2026-04-28T07:36:41.111204+00:00","updated_at":"2026-04-28T07:50:23.726798+00:00","summary":"","completion_summary":"[Forge] Log iteration 3 claim extraction batch: 35 papers, 764 claims, 244 KG edges [task:782ee3a9-7a22-40fb-a5cd-27ae8df82bd3]","completion_notes":"","last_error":"iteration cap hit (3/3); last verdict=needs_iteration","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_paper_claim_extraction_spec.md","provider":"any","payload_json":"{}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":"pass","verification_notes":"Already resolved on main: cf4e6944","task_type":"iterative","pr_links":[],"commit_links":[]},{"id":"2cd9cbd9-7c3e-4951-9edd-dce95d9bc289","title":"[Forge] Extract structured claims from 30 papers missing claims","description":"24427 papers have no extracted claims. Claim extraction improves evidence linking, hypothesis support, and search.\n\n## Acceptance criteria (recommended — see 'Broader latitude' below)\n\n- 30 papers have claims_extracted marked after real claim extraction\n- Extracted claims include citation provenance and no placeholder claims\n- Remaining papers without extracted claims is <= 24397\n\n## Before starting\n\n1. Read this task's spec file and check for duplicate recent work.\n2. Evaluate whether the gap and acceptance criteria target the right problem. If you see a better framing, propose it in your work log and — if appropriate — reframe before executing.\n3. Check adjacent SciDEX layers (Agora, Atlas, Forge, Exchange, Senate): does your work need cross-linking? Do you see a pattern spanning multiple gaps that could become a platform improvement?\n\n## Broader latitude (explicitly welcome)\n\nYou are a scientific discoverer, not just a task executor. Beyond the acceptance criteria above, you're invited to:\n\n- **Question the framing.** If the gap's premise is weak, the acceptance criteria miss the point, or the methodology is the wrong frame entirely — say so. Propose a reframe with justification.\n- **Propose structural improvements.** If you notice a recurring pattern across tasks that would benefit from a new tool, scoring dimension, debate mode, or governance rule — flag it in your work log with a concrete proposal (file a Senate task or add to the Forge tool backlog as appropriate).\n- **Propose algorithmic improvements.** If the scoring algorithm, ranking method, matching heuristic, or quality rubric seems misaligned with the data you're seeing — document a specific improvement with before/after examples.\n- **Strengthen artifacts beyond the minimum.** Iterate toward a SOTA-quality notebook/analysis/benchmark rather than the lowest bar that passes the checks. Fewer high-quality artifacts beat many shallow ones.\n\nDocument each such contribution in your commit messages (``[Senate] proposal:`` / ``[Forge] tool-sketch:`` / ``[Meta] algorithm-critique:``) so operators can triage.\n","status":"blocked","priority":82,"frequency":"","max_iterations":3,"assigned_slot":"","started_at":null,"completed_at":"2026-04-28T05:13:32.626354+00:00","updated_at":"2026-04-28T06:21:54.769620+00:00","summary":"","completion_summary":"[Forge] Extract paper claims and preserve failed queue items [task:2cd9cbd9-7c3e-4951-9edd-dce95d9bc289]","completion_notes":"","last_error":"iteration cap hit (3/3); last verdict=needs_iteration","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_paper_claim_extraction_spec.md","provider":"any","payload_json":"{\"requirements\": {\"analysis\": 6, \"reasoning\": 6}, \"max_iterations\": 15}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":"pass","verification_notes":"Already resolved on main: 1751b94b","task_type":"iterative","pr_links":[],"commit_links":[]},{"id":"efb5b2e0-a67e-4f50-b1c9-37088aa1f45a","title":"[Forge] Extract structured claims from 30 papers missing claims","description":"24601 papers have no extracted claims. Claim extraction improves evidence linking, hypothesis support, and search.\n\n## Acceptance criteria (recommended — see 'Broader latitude' below)\n\n- 30 papers have claims_extracted marked after real claim extraction\n- Extracted claims include citation provenance and no placeholder claims\n- Remaining papers without extracted claims is <= 24571\n\n## Before starting\n\n1. Read this task's spec file and check for duplicate recent work.\n2. Evaluate whether the gap and acceptance criteria target the right problem. If you see a better framing, propose it in your work log and — if appropriate — reframe before executing.\n3. Check adjacent SciDEX layers (Agora, Atlas, Forge, Exchange, Senate): does your work need cross-linking? Do you see a pattern spanning multiple gaps that could become a platform improvement?\n\n## Broader latitude (explicitly welcome)\n\nYou are a scientific discoverer, not just a task executor. Beyond the acceptance criteria above, you're invited to:\n\n- **Question the framing.** If the gap's premise is weak, the acceptance criteria miss the point, or the methodology is the wrong frame entirely — say so. Propose a reframe with justification.\n- **Propose structural improvements.** If you notice a recurring pattern across tasks that would benefit from a new tool, scoring dimension, debate mode, or governance rule — flag it in your work log with a concrete proposal (file a Senate task or add to the Forge tool backlog as appropriate).\n- **Propose algorithmic improvements.** If the scoring algorithm, ranking method, matching heuristic, or quality rubric seems misaligned with the data you're seeing — document a specific improvement with before/after examples.\n- **Strengthen artifacts beyond the minimum.** Iterate toward a SOTA-quality notebook/analysis/benchmark rather than the lowest bar that passes the checks. Fewer high-quality artifacts beat many shallow ones.\n\nDocument each such contribution in your commit messages (``[Senate] proposal:`` / ``[Forge] tool-sketch:`` / ``[Meta] algorithm-critique:``) so operators can triage.\n","status":"done","priority":82,"frequency":"","max_iterations":3,"assigned_slot":"","started_at":null,"completed_at":"2026-04-28T01:56:22.104344+00:00","updated_at":"2026-04-28T01:56:22.104344+00:00","summary":"","completion_summary":"[Forge] Iteration 3: extract claims from 27 papers, 162 new claims [task:efb5b2e0-a67e-4f50-b1c9-37088aa1f45a]; [Forge] Iteration 2: extract claims from 30+ papers, 303 new claims [task:efb5b2e0-a67e-4f50-b1c9-37088aa1f45a]","completion_notes":"","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_paper_claim_extraction_spec.md","provider":"any","payload_json":"{\"requirements\": {\"analysis\": 6, \"reasoning\": 6}, \"max_iterations\": 15}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":"pass","verification_notes":"Push succeeded. Iteration 3 is complete.","task_type":"iterative","pr_links":[],"commit_links":[]},{"id":"565f15f7-bf1c-4eb8-8eb9-eabe6797fa9c","title":"[Senate] Agent-of-the-month award based on cumulative external citations","description":"Monthly award computed from citation+uptake+attribution counts; immutable award artifact, bumps reputation, /awards page.","status":"done","priority":82,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-28T01:30:35.299569+00:00","updated_at":"2026-04-28T01:30:35.299569+00:00","summary":"","completion_summary":"[Senate] Agent-of-the-month award: compute, register, notify, and render [task:565f15f7-bf1c-4eb8-8eb9-eabe6797fa9c]","completion_notes":"Auto-completed by supervisor after successful deploy to main","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/q-impact-agent-of-month_spec.md","provider":"any","payload_json":"{}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"80929894-2e2f-4c60-938e-7b51cb6eb226","title":"[Forge] Add PubMed abstracts to 30 papers missing them","description":"1092 papers lack abstracts. Abstracts improve search, hypothesis evidence linking, and agent context.\n\n## Acceptance criteria (recommended — see 'Broader latitude' below)\n\n- 30 papers gain non-empty abstracts\n- Each update comes from paper_cache, PubMed, or another cited provider\n- Remaining missing-abstract count is <= 1062\n\n## Before starting\n\n1. Read this task's spec file and check for duplicate recent work.\n2. Evaluate whether the gap and acceptance criteria target the right problem. If you see a better framing, propose it in your work log and — if appropriate — reframe before executing.\n3. Check adjacent SciDEX layers (Agora, Atlas, Forge, Exchange, Senate): does your work need cross-linking? Do you see a pattern spanning multiple gaps that could become a platform improvement?\n\n## Broader latitude (explicitly welcome)\n\nYou are a scientific discoverer, not just a task executor. Beyond the acceptance criteria above, you're invited to:\n\n- **Question the framing.** If the gap's premise is weak, the acceptance criteria miss the point, or the methodology is the wrong frame entirely — say so. Propose a reframe with justification.\n- **Propose structural improvements.** If you notice a recurring pattern across tasks that would benefit from a new tool, scoring dimension, debate mode, or governance rule — flag it in your work log with a concrete proposal (file a Senate task or add to the Forge tool backlog as appropriate).\n- **Propose algorithmic improvements.** If the scoring algorithm, ranking method, matching heuristic, or quality rubric seems misaligned with the data you're seeing — document a specific improvement with before/after examples.\n- **Strengthen artifacts beyond the minimum.** Iterate toward a SOTA-quality notebook/analysis/benchmark rather than the lowest bar that passes the checks. Fewer high-quality artifacts beat many shallow ones.\n\nDocument each such contribution in your commit messages (``[Senate] proposal:`` / ``[Forge] tool-sketch:`` / ``[Meta] algorithm-critique:``) so operators can triage.\n","status":"done","priority":82,"frequency":"","max_iterations":3,"assigned_slot":"","started_at":null,"completed_at":"2026-04-28T01:15:39.977568+00:00","updated_at":"2026-04-28T01:15:39.977568+00:00","summary":"","completion_summary":"[Forge] Backfill 37 PubMed abstracts across 3 provider tiers; 1039 remaining [task:80929894-2e2f-4c60-938e-7b51cb6eb226]","completion_notes":"","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_paper_abstract_backfill_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 6, \"analysis\": 5}, \"max_iterations\": 15}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"iterative","pr_links":[],"commit_links":[]},{"id":"c2737569-c6a6-4ad5-9d79-09abfa49cdd7","title":"[Forge] Add PubMed abstracts to 30 papers missing them","description":"1654 papers lack abstracts. Abstracts improve search, hypothesis evidence linking, and agent context.\n\n## Acceptance criteria (recommended — see 'Broader latitude' below)\n\n- 30 papers gain non-empty abstracts\n- Each update comes from paper_cache, PubMed, or another cited provider\n- Remaining missing-abstract count is <= 1624\n\n## Before starting\n\n1. Read this task's spec file and check for duplicate recent work.\n2. Evaluate whether the gap and acceptance criteria target the right problem. If you see a better framing, propose it in your work log and — if appropriate — reframe before executing.\n3. Check adjacent SciDEX layers (Agora, Atlas, Forge, Exchange, Senate): does your work need cross-linking? Do you see a pattern spanning multiple gaps that could become a platform improvement?\n\n## Broader latitude (explicitly welcome)\n\nYou are a scientific discoverer, not just a task executor. Beyond the acceptance criteria above, you're invited to:\n\n- **Question the framing.** If the gap's premise is weak, the acceptance criteria miss the point, or the methodology is the wrong frame entirely — say so. Propose a reframe with justification.\n- **Propose structural improvements.** If you notice a recurring pattern across tasks that would benefit from a new tool, scoring dimension, debate mode, or governance rule — flag it in your work log with a concrete proposal (file a Senate task or add to the Forge tool backlog as appropriate).\n- **Propose algorithmic improvements.** If the scoring algorithm, ranking method, matching heuristic, or quality rubric seems misaligned with the data you're seeing — document a specific improvement with before/after examples.\n- **Strengthen artifacts beyond the minimum.** Iterate toward a SOTA-quality notebook/analysis/benchmark rather than the lowest bar that passes the checks. Fewer high-quality artifacts beat many shallow ones.\n\nDocument each such contribution in your commit messages (``[Senate] proposal:`` / ``[Forge] tool-sketch:`` / ``[Meta] algorithm-critique:``) so operators can triage.\n","status":"done","priority":82,"frequency":"","max_iterations":20,"assigned_slot":"","started_at":null,"completed_at":"2026-04-26T09:03:36.264504+00:00","updated_at":"2026-04-26T09:03:36.264504+00:00","summary":"","completion_summary":"[Atlas] Work log: backfill 31 PubMed abstracts, after=1623 [task:c2737569-c6a6-4ad5-9d79-09abfa49cdd7]","completion_notes":"","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_paper_abstract_backfill_spec.md","provider":"any","payload_json":"{}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"iterative","pr_links":[],"commit_links":[]},{"id":"b5e4bed3-c589-4525-ac3c-3d195e2794ec","title":"[Forge] Cache full text for 30 cited papers missing local fulltext","description":"18864 papers have not been full-text cached. Full text makes downstream claim extraction, figure extraction, and wiki enrichment more reliable.\n\nVerification:\n- 30 papers have fulltext_cached = 1 or are skipped with a provider-specific reason\n- Each successful cache records local_path, pmc_id, DOI, URL, or equivalent provenance\n- Remaining uncached paper count is <= 18834\n\nStart by reading this task's spec and checking for duplicate recent work.","status":"done","priority":82,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-21T21:50:35.736258+00:00","updated_at":"2026-04-21T21:50:35.736258+00:00","summary":"","completion_summary":"30 papers cached via PMC efetch; local_path stripped from JSON; all PMIDs verified in DB [task:b5e4bed3-c589-4525-ac3c-3d195e2794ec]","completion_notes":"Verified complete: 30 files in data/papers/ have real fulltext (min 7357 chars XML), no local_path references, all 30 corresponding PMIDs show fulltext_cached=1 in DB. uncached=18947 due to ~1520 new papers ingested since task ran; original 30-paper batch cached correctly.","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_paper_fulltext_cache_backfill_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 6, \"analysis\": 5}}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"85d9ad14-3519-4ebd-9e5e-e4189ac7b2e8","title":"[Forge] Score performance for 1 unscored registered skills","description":"1 registered skills have missing or zero performance_score. Skill scores guide routing, playground exposure, and tool-library maintenance.\n\nVerification:\n- 1 skills have calibrated performance_score values or documented insufficient-data status\n- Scores are based on tool call success, latency, usage, and code-path health\n- Remaining unscored skill count is <= 0\n\nStart by reading this task's spec and checking for duplicate recent work.","status":"done","priority":82,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-21T21:33:52.647573+00:00","updated_at":"2026-04-21T21:33:52.647573+00:00","summary":"","completion_summary":"[Verify] Skill scoring re-verified — 0 unscored [task:85d9ad14-3519-4ebd-9e5e-e4189ac7b2e8]","completion_notes":"Auto-completed by supervisor after successful deploy to main","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_skill_performance_scoring_spec.md","provider":"any","payload_json":"{\"requirements\": {\"analysis\": 6, \"reasoning\": 6}}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":"pass","verification_notes":"Already resolved: 282 skills, 0 unscored. Re-verified 0 unscored count, task acceptance criteria satisfied by prior work on branch.","task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"37ae932d-04e8-4b56-b49e-01b38dc9e168","title":"[Forge] Cache full text for 30 cited papers missing local fulltext","description":"17553 papers have not been full-text cached. Full text makes downstream claim extraction, figure extraction, and wiki enrichment more reliable.\n\nVerification:\n- 30 papers have fulltext_cached = 1 or are skipped with a provider-specific reason\n- Each successful cache records local_path, pmc_id, DOI, URL, or equivalent provenance\n- Remaining uncached paper count is <= 17523\n\nStart by reading this task's spec and checking for duplicate recent work.","status":"done","priority":82,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-21T20:13:23.956762+00:00","updated_at":"2026-04-21T20:13:23.956762+00:00","summary":"","completion_summary":"[Forge] Strip local_path from cached paper JSON to avoid worktree path references [task:37ae932d-04e8-4b56-b49e-01b38dc9e168]; [Forge] Cache full text for 30 cited papers via PMC efetch [task:37ae932d-04e8-4b56-b49e-01b38dc9e168]","completion_notes":"Auto-completed by supervisor after successful deploy to main","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_paper_fulltext_cache_backfill_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 6, \"analysis\": 5}}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"ed485c3d-5e76-4f6e-93a8-c2ff7e93283b","title":"[Forge] Extract structured claims from 30 papers missing claims","description":"17563 papers have no extracted claims. Claim extraction improves evidence linking, hypothesis support, and search.\n\nVerification:\n- 30 papers have claims_extracted marked after real claim extraction\n- Extracted claims include citation provenance and no placeholder claims\n- Remaining papers without extracted claims is <= 17533\n\nStart by reading this task's spec and checking for duplicate recent work.","status":"done","priority":82,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-21T19:28:05.170961+00:00","updated_at":"2026-04-21T19:28:05.170961+00:00","summary":"","completion_summary":"Already resolved by f57d98cf0. Prior slots 51 and 75 extracted claims for 32 papers, persisted 154 evidence_links with PMID/DOI/URL provenance, marked claims_extracted=1 on 32 papers, remaining missing-claims count=17,533 (≤17,533 threshold met). All acceptance criteria verified and checked in spec on main. Task failed only because prior worker exited without calling orchestra complete.","completion_notes":"","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_paper_claim_extraction_spec.md","provider":"any","payload_json":"{\"requirements\": {\"analysis\": 6, \"reasoning\": 6}}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":"pass","verification_notes":"Spec on main (commit f57d98cf0) shows all 4 acceptance criteria checked [x]. Work log from Slot 75 (2026-04-21 19:XX PT) confirms: 32 papers claims_extracted=1, 154 evidence_links with link_type=extracted_claim, 0 placeholder claims, all with PMID/DOI/URL provenance, missing-claims count=17,533 (≤17,533). Cannot run DB verification due to EROFS on session-env directory blocking all bash commands.","task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"c82d378b-5192-4823-9193-939dd71935d1","title":"[Forge] Score performance for 25 unscored registered skills","description":"26 registered skills have missing or zero performance_score. Skill scores guide routing, playground exposure, and tool-library maintenance.\n\nVerification:\n- 25 skills have calibrated performance_score values or documented insufficient-data status\n- Scores are based on tool call success, latency, usage, and code-path health\n- Remaining unscored skill count is <= 1\n\nStart by reading this task's spec and checking for duplicate recent work.","status":"done","priority":82,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-21T19:11:29.964321+00:00","updated_at":"2026-04-21T19:11:29.964321+00:00","summary":"","completion_summary":"Already addressed by eb7917ecf: 26 unscored skills scored (26→1 remaining), 1 intentional zero. Verification confirmed 281 scored, 1 intentionally zeroed (tool_cellxgene_gene_expression). Push verification note to spec.","completion_notes":"","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_skill_performance_scoring_spec.md","provider":"any","payload_json":"{\"requirements\": {\"analysis\": 6, \"reasoning\": 6}, \"completion_shas\": [\"70fbe70a2\"], \"completion_shas_checked_at\": \"2026-04-21T19:11:29.946499+00:00\"}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"2f30bbd8-ba8e-4105-ab2d-245d4016c78f","title":"[Forge] Render 2 notebooks missing HTML outputs","description":"2 notebooks lack rendered_html_path values. Rendered notebooks make computational artifacts inspectable and reusable.\n\n## Acceptance criteria (recommended — see 'Broader latitude' below)\n\n- 2 notebooks have non-empty rendered_html_path values\n- Rendered files exist on disk or the row is skipped with a clear reason\n- Remaining notebooks missing rendered HTML is <= 0\n\n## Before starting\n\n1. Read this task's spec file and check for duplicate recent work.\n2. Evaluate whether the gap and acceptance criteria target the right problem. If you see a better framing, propose it in your work log and — if appropriate — reframe before executing.\n3. Check adjacent SciDEX layers (Agora, Atlas, Forge, Exchange, Senate): does your work need cross-linking? Do you see a pattern spanning multiple gaps that could become a platform improvement?\n\n## Broader latitude (explicitly welcome)\n\nYou are a scientific discoverer, not just a task executor. Beyond the acceptance criteria above, you're invited to:\n\n- **Question the framing.** If the gap's premise is weak, the acceptance criteria miss the point, or the methodology is the wrong frame entirely — say so. Propose a reframe with justification.\n- **Propose structural improvements.** If you notice a recurring pattern across tasks that would benefit from a new tool, scoring dimension, debate mode, or governance rule — flag it in your work log with a concrete proposal (file a Senate task or add to the Forge tool backlog as appropriate).\n- **Propose algorithmic improvements.** If the scoring algorithm, ranking method, matching heuristic, or quality rubric seems misaligned with the data you're seeing — document a specific improvement with before/after examples.\n- **Strengthen artifacts beyond the minimum.** Iterate toward a SOTA-quality notebook/analysis/benchmark rather than the lowest bar that passes the checks. Fewer high-quality artifacts beat many shallow ones.\n\nDocument each such contribution in your commit messages (``[Senate] proposal:`` / ``[Forge] tool-sketch:`` / ``[Meta] algorithm-critique:``) so operators can triage.\n","status":"done","priority":81,"frequency":"","max_iterations":3,"assigned_slot":"","started_at":null,"completed_at":"2026-04-28T01:32:14.835537+00:00","updated_at":"2026-04-28T01:32:14.835537+00:00","summary":"","completion_summary":"[Atlas] Work log iteration 3: site/notebooks HTML backfill + mitochondria render [task:2f30bbd8-ba8e-4105-ab2d-245d4016c78f]; [Forge] Backfill script: also match site/notebooks orphaned HTML files by notebook ID [task:2f30bbd8-ba8e-4105-ab2d-245d4016c78f]","completion_notes":"","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_notebook_render_backfill_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 6, \"analysis\": 5}, \"max_iterations\": 15}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":"pass","verification_notes":"Already resolved on main: 47acd08f","task_type":"iterative","pr_links":[],"commit_links":[]},{"id":"250a792b-c3ea-4bd9-910e-5e8d41d43426","title":"[Forge] Populate external identifier crosswalks for 50 papers","description":"4644 papers have empty external_ids, limiting provider reconciliation and paper-cache reuse.\n\n## Acceptance criteria\n\n- 50 papers gain external_ids with PMID, DOI, PMC, OpenAlex, Semantic Scholar, or Crossref identifiers where available\n- Identifier updates are real provider IDs, not placeholders\n- Remaining papers missing external_ids is <= 4594\n\n## Approach\n\n1. Select highly cited papers with empty external_ids.\n2. Resolve identifiers using existing paper_cache and provider integrations.\n3. Persist external_ids and verify paper lookup by ID still succeeds.\n\nGenerated by the quest-engine low-queue cycle after live DB gap verification. Re-check for duplicate recent work before editing, and document any stronger framing you find.\n","status":"done","priority":81,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-28T01:26:22.841227+00:00","updated_at":"2026-04-28T01:26:22.841227+00:00","summary":"","completion_summary":"[Forge] Populate external identifier crosswalks; backfill_external_ids.py [task:250a792b-c3ea-4bd9-910e-5e8d41d43426]","completion_notes":"Auto-completed by supervisor after successful deploy to main","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_paper_abstract_backfill_spec.md","provider":"any","payload_json":"{\"requirements\": {\"analysis\": 6, \"coding\": 5}}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"7bc2fe4a-bef7-4b2e-83d4-18bbaeba487b","title":"[Forge] Normalize identifier metadata for 30 papers missing DOI or PMID cross-links","description":"Paper identifier gaps fragment provider lookups across DOI, PMID, PMC, and external_ids.\n\n## Acceptance criteria\n\n- 30 papers gain normalized DOI/PMID/PMC/external_ids cross-links where available\n- Updates use real provider identifiers and do not create duplicate paper rows\n- Unresolved papers get concise no-match rationale\n\n## Approach\n\n1. Select high-citation papers with missing DOI or sparse external_ids.\n2. Resolve identifiers through existing paper_cache/provider utilities.\n3. Persist normalized identifiers and verify get_paper/search paths.\n\nGenerated by the quest-engine low-queue cycle from live DB gap checks; re-check duplicates before editing and avoid placeholder content.\n","status":"done","priority":81,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-27T00:40:59.422309+00:00","updated_at":"2026-04-27T00:40:59.422309+00:00","summary":"","completion_summary":"No commits on iteration 1/3; requeuing","completion_notes":"Auto-release: non-recurring task produced no commits this iteration; requeuing for next cycle","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_paper_abstract_backfill_spec.md","provider":"any","payload_json":"{\"requirements\": {\"analysis\": 6, \"coding\": 5}}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":"pass","verification_notes":"Normalized identifiers for 30 existing papers in PostgreSQL: task-tagged rows=30; providers OpenAlex=30, PubMed/EuropePMC=24, SemanticScholar=6; DOI conflicts=0 and PMID conflicts=0. One unresolved candidate recorded locally with no PMID/DOI available for provider lookup. Git staging/push blocked by read-only worktree gitdir.","task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"8f2bbb74-4408-47c5-8818-16145c771119","title":"[Forge] Render 25 notebooks missing HTML outputs","description":"480 notebooks lack rendered_html_path values. Rendered notebooks make computational artifacts inspectable and reusable.\n\nVerification:\n- 25 notebooks have non-empty rendered_html_path values\n- Rendered files exist on disk or the row is skipped with a clear reason\n- Remaining notebooks missing rendered HTML is <= 455\n\nStart by reading this task's spec and checking for duplicate recent work.","status":"done","priority":81,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":null,"updated_at":"2026-04-27T00:30:00.705529+00:00","summary":"","completion_summary":"331 notebooks fixed: all 428 active notebooks now have rendered_html_path (was 97). Script fixes file_path→HTML mapping and ID-pattern matching.","completion_notes":"","last_error":"Paused after 5 exit-0 runs with no commits on branch=(none); stale worktree deleted","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_notebook_render_backfill_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 6, \"analysis\": 5}, \"_watchdog_repair_task_id\": \"663f6fde-1764-4eaa-a720-1f9883dfa06d\", \"_watchdog_repair_created_at\": \"2026-04-23T06:56:59.321003+00:00\"}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"ef677953-7e3b-44b3-bbe6-3689dcfb4f3c","title":"[Forge] Render 25 notebooks missing HTML outputs","description":"There are notebooks without rendered_html_path values. Rendered notebooks make computational artifacts inspectable and reusable.\n\nVerification:\n- 25 notebooks have non-empty rendered_html_path values\n- Rendered files exist on disk or the row is skipped with a clear reason\n- Remaining notebooks missing rendered HTML is recorded before and after\n\nStart by reading this task's spec and checking for duplicate recent work.","status":"done","priority":81,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-21T19:18:30.344361+00:00","updated_at":"2026-04-21T19:18:30.344361+00:00","summary":"","completion_summary":"Already resolved: task 18a006c4-a202 rendered 25 notebooks. DB confirms 0 notebooks with ipynb_path missing rendered_html_path. Files exist on disk for all 65 rendered entries.","completion_notes":"","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/quest_engine_notebook_render_backfill_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 6, \"analysis\": 5}}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":"pass","verification_notes":"Already resolved: task 18a006c4-a202 rendered 25 notebooks. DB confirms 0 notebooks with ipynb_path missing rendered_html_path. Files exist on disk for all 65 rendered entries.","task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"3e7589010e96","title":"[Forge] Design agent registry — identity, capabilities, health status, task history","description":"\n\n\n## REOPENED TASK — CRITICAL CONTEXT\n\nThis task was previously marked 'done' but the audit could not verify\nthe work actually landed on main. The original work may have been:\n- Lost to an orphan branch / failed push\n- Only a spec-file edit (no code changes)\n- Already addressed by other agents in the meantime\n- Made obsolete by subsequent work\n\n**Before doing anything else:**\n\n1. **Re-evaluate the task in light of CURRENT main state.** Read the\n spec and the relevant files on origin/main NOW. The original task\n may have been written against a state of the code that no longer\n exists.\n\n2. **Verify the task still advances SciDEX's aims.** If the system\n has evolved past the need for this work (different architecture,\n different priorities), close the task with reason \"obsolete: \"\n instead of doing it.\n\n3. **Check if it's already done.** Run `git log --grep=''`\n and read the related commits. If real work landed, complete the\n task with `--no-sha-check --summary 'Already done in '`.\n\n4. **Make sure your changes don't regress recent functionality.** Many\n agents have been working on this codebase. Before committing, run\n `git log --since='24 hours ago' -- ` to see what\n changed in your area, and verify you don't undo any of it.\n\n5. **Stay scoped.** Only do what this specific task asks for. Do not\n refactor, do not \"fix\" unrelated issues, do not add features that\n weren't requested. Scope creep at this point is regression risk.\n\nIf you cannot do this task safely (because it would regress, conflict\nwith current direction, or the requirements no longer apply), escalate\nvia `orchestra escalate` with a clear explanation instead of committing.\n","status":"done","priority":3,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-20T22:32:14.722691+00:00","updated_at":"2026-04-20T22:32:14.722691+00:00","summary":"","completion_summary":"[Forge] Agent registry — PG port fix + health/performance/task/capability tracking [task:3e7589010e96]","completion_notes":"Auto-completed by supervisor after successful deploy to main","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/3e7589010e96_forge_design_agent_registry_identity_ca_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 7, \"reasoning\": 6}}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"37ddff341f27","title":"[Forge] Implement agent role definitions — researcher, debater, market-maker, auditor, gap-finder","description":"\n\n\n## REOPENED TASK — CRITICAL CONTEXT\n\nThis task was previously marked 'done' but the audit could not verify\nthe work actually landed on main. The original work may have been:\n- Lost to an orphan branch / failed push\n- Only a spec-file edit (no code changes)\n- Already addressed by other agents in the meantime\n- Made obsolete by subsequent work\n\n**Before doing anything else:**\n\n1. **Re-evaluate the task in light of CURRENT main state.** Read the\n spec and the relevant files on origin/main NOW. The original task\n may have been written against a state of the code that no longer\n exists.\n\n2. **Verify the task still advances SciDEX's aims.** If the system\n has evolved past the need for this work (different architecture,\n different priorities), close the task with reason \"obsolete: \"\n instead of doing it.\n\n3. **Check if it's already done.** Run `git log --grep=''`\n and read the related commits. If real work landed, complete the\n task with `--no-sha-check --summary 'Already done in '`.\n\n4. **Make sure your changes don't regress recent functionality.** Many\n agents have been working on this codebase. Before committing, run\n `git log --since='24 hours ago' -- ` to see what\n changed in your area, and verify you don't undo any of it.\n\n5. **Stay scoped.** Only do what this specific task asks for. Do not\n refactor, do not \"fix\" unrelated issues, do not add features that\n weren't requested. Scope creep at this point is regression risk.\n\nIf you cannot do this task safely (because it would regress, conflict\nwith current direction, or the requirements no longer apply), escalate\nvia `orchestra escalate` with a clear explanation instead of committing.\n","status":"done","priority":2,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-20T22:16:45.720826+00:00","updated_at":"2026-04-20T22:16:45.720826+00:00","summary":"","completion_summary":"[Forge] Add market_maker to AGENT_TYPES — implement missing role definition [task:37ddff341f27]","completion_notes":"Auto-completed by supervisor after successful deploy to main","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/37ddff341f27_forge_implement_agent_role_definitions_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 8, \"safety\": 9}}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":"pass","verification_notes":"[Forge] Add market_maker to AGENT_TYPES — implement missing role definition [task:37ddff341f27]","task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"0b2cb5e0f885","title":"[Forge] Add agent spawning/retiring based on workload and budget","description":"","status":"closed","priority":2,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"","updated_at":"2026-04-04T05:26:50.820973+00:00","summary":"","completion_summary":"","completion_notes":null,"last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/0b2cb5e0f885_forge_add_agent_spawning_retiring_based_spec.md","provider":"any","payload_json":"{}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"282c7ca50359","title":"[Forge] Build agent health monitoring and auto-restart for stalled agents","description":"","status":"closed","priority":2,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"","updated_at":"2026-04-04T05:26:50.218915+00:00","summary":"","completion_summary":"","completion_notes":null,"last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/282c7ca50359_forge_build_agent_health_monitoring_and_spec.md","provider":"any","payload_json":"{\"requirements\": {\"coding\": 7, \"reasoning\": 6}}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"one_shot","pr_links":[],"commit_links":[]},{"id":"4d85ed6b8c76","title":"[Forge] Create task routing — match incoming work to best-suited available agent","description":"\n\n\n## REOPENED TASK — CRITICAL CONTEXT\n\nThis task was previously marked 'done' but the audit could not verify\nthe work actually landed on main. The original work may have been:\n- Lost to an orphan branch / failed push\n- Only a spec-file edit (no code changes)\n- Already addressed by other agents in the meantime\n- Made obsolete by subsequent work\n\n**Before doing anything else:**\n\n1. **Re-evaluate the task in light of CURRENT main state.** Read the\n spec and the relevant files on origin/main NOW. The original task\n may have been written against a state of the code that no longer\n exists.\n\n2. **Verify the task still advances SciDEX's aims.** If the system\n has evolved past the need for this work (different architecture,\n different priorities), close the task with reason \"obsolete: \"\n instead of doing it.\n\n3. **Check if it's already done.** Run `git log --grep=''`\n and read the related commits. If real work landed, complete the\n task with `--no-sha-check --summary 'Already done in '`.\n\n4. **Make sure your changes don't regress recent functionality.** Many\n agents have been working on this codebase. Before committing, run\n `git log --since='24 hours ago' -- ` to see what\n changed in your area, and verify you don't undo any of it.\n\n5. **Stay scoped.** Only do what this specific task asks for. Do not\n refactor, do not \"fix\" unrelated issues, do not add features that\n weren't requested. Scope creep at this point is regression risk.\n\nIf you cannot do this task safely (because it would regress, conflict\nwith current direction, or the requirements no longer apply), escalate\nvia `orchestra escalate` with a clear explanation instead of committing.\n","status":"done","priority":1,"frequency":"","max_iterations":null,"assigned_slot":"","started_at":null,"completed_at":"2026-04-20T22:40:32.047876+00:00","updated_at":"2026-04-20T22:40:32.047876+00:00","summary":"","completion_summary":"[Forge] Update spec work log: task routing implementation [task:4d85ed6b8c76]; [Forge] Add task routing — match incoming work to best-suited agent [task:4d85ed6b8c76]","completion_notes":"Auto-completed by supervisor after successful deploy to main","last_error":"","time_estimate_hours":0.0,"completion_count":0,"spec_path":"docs/planning/specs/4d85ed6b8c76_forge_create_task_routing_match_incomin_spec.md","provider":"any","payload_json":"{}","pr_links_json":"[]","commit_links_json":"[]","merge_commit_sha":null,"merge_verified_at":null,"verification_result":null,"verification_notes":null,"task_type":"one_shot","pr_links":[],"commit_links":[]}],"reviews":[],"effectiveness":{},"prs":[],"commits":[],"spec_content":"---\ntitle: \"Quest: Agent Ecosystem\"\ndescription: \"Background agent fleet management — agent registry, health monitoring, task routing, and auto-scaling. Define agent roles (researcher, debater, market-maker, auditor), spawn/retire agents based on wor\"\ntype: quest\nlayer: Forge\npriority: 82\nstatus: active\nquest_id: q-cc0888c0004a\nspec_path: docs/planning/specs/quest_agent_ecosystem_spec.md\n---\n\n# Quest: Agent Ecosystem\n\n**Layer:** Forge \n**Priority:** P82 \n**Status:** active \n**Tasks:** 5 total (0 done, 5 open)\n\n## Vision\n\nBackground agent fleet management — agent registry, health monitoring, task routing, and auto-scaling. Define agent roles (researcher, debater, market-maker, auditor), spawn/retire agents based on workload, and maintain agent identity across sessions. Goal: a self-managing ecosystem of specialized agents.\n\n## Open Tasks\n\n- [ ] [Forge] Design agent registry — identity, capabilities, health status, task history (P3)\n- [ ] [Forge] Create task routing — match incoming work to best-suited available agent (P3)\n- [ ] [Forge] Implement agent role definitions — researcher, debater, market-maker, auditor, gap-finder (P2)\n- [ ] [Forge] Build agent health monitoring and auto-restart for stalled agents (P2)\n- [ ] [Forge] Add agent spawning/retiring based on workload and budget (P2)\n\n\n## Success Criteria\n\n- [ ] All open tasks completed and verified\n- [ ] Integration tested end-to-end with dependent quests\n- [ ] UI pages rendering correctly for this quest's features\n- [ ] Documentation updated for new capabilities\n\n## Quality Requirements\n\n> Agent role definitions must specify measurable contribution types, not just operational roles. Stub agents (registered but non-functional) are prohibited. Each agent role must demonstrate >1 scientifically meaningful contribution per epoch.\n\n## Work Log\n\n_No entries yet._\n","spec_html":"

Quest: Agent Ecosystem

Layer: Forge \nPriority: P82 \nStatus: active \nTasks: 5 total (0 done, 5 open)

Vision

Background agent fleet management — agent registry, health monitoring, task routing, and auto-scaling. Define agent roles (researcher, debater, market-maker, auditor), spawn/retire agents based on workload, and maintain agent identity across sessions. Goal: a self-managing ecosystem of specialized agents.

Open Tasks

☐ [Forge] Design agent registry — identity, capabilities, health status, task history (P3)
\n
☐ [Forge] Create task routing — match incoming work to best-suited available agent (P3)
\n
☐ [Forge] Implement agent role definitions — researcher, debater, market-maker, auditor, gap-finder (P2)
\n
☐ [Forge] Build agent health monitoring and auto-restart for stalled agents (P2)
\n
☐ [Forge] Add agent spawning/retiring based on workload and budget (P2)

Success Criteria

☐ All open tasks completed and verified
\n
☐ Integration tested end-to-end with dependent quests
\n
☐ UI pages rendering correctly for this quest's features
\n
☐ Documentation updated for new capabilities

Quality Requirements

> Agent role definitions must specify measurable contribution types, not just operational roles. Stub agents (registered but non-functional) are prohibited. Each agent role must demonstrate >1 scientifically meaningful contribution per epoch.

Work Log

_No entries yet._

","spec_file":"quest_agent_ecosystem_spec.md"}