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writeup-soplisted

Produce or revise research reports, result-bearing Markdown, paper sections, and manuscripts without overstating evidence. Use whenever writing text that reports experimental metrics, statistical conclusions, hypothesis rankings, theorem claims, or research findings. Do not trigger for ordinary README edits, changelogs, or prose with no research-result claim.
whenpoem/aiscientist · ★ 8 · AI & Automation · score 76
Install: claude install-skill whenpoem/aiscientist
# Write-up SOP This is an agent-gated publication workflow, not a filesystem security boundary. Hooks block only a narrower set of obvious unsafe writes. ## Inputs and final deliverables Require the target audience/venue, output path and format, intended claims, linked hypothesis/proposition ids, metric pins, and whether each result is confirmatory or exploratory. Deliver the manuscript/report, a claim manifest, reviewer JSON, and a short list of unresolved limitations. ## 1. Build the claim manifest before drafting List every meaningful claim with: - exact intended wording; - kind: `result_metric`, `statistical_claim`, `context`, or `theorem`; - role: central, supporting, or background; - mode: confirmatory, exploratory, or not applicable; - linked hypothesis/proposition id; - required evidence and current status. Dates, versions, seed counts, baseline counts, model sizes, and timeouts are usually context. They must be accurate but are not automatic provenance gates. ## 2. Close the empirical evidence chain For each publication-critical numeric or statistical claim: 1. Call `mcp__verify__check_provenance`. Missing provenance means rerun, remove the claim, or clearly downgrade it to exploratory. 2. Require a real `pin_id` for central metrics. 3. Call `mcp__verify__refresh_claim`. Any stale code, data, config, Git state, dependency lock, runtime, or tracked environment blocks the central claim. Legacy `unchecked` evidence must be disclosed and is insufficien