Writeup Sop
Writing reports or papers. Use when producing any .md file that makes claims about experimental results.
Install
$ agentstack add skill-whenpoem-aiscientist-writeup-sop ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-whenpoem-aiscientist-writeup-sop) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Writeup SOP
HARD RULE: every publication-critical result metric or statistical claim in a report must be traceable via mcp__verify__check_provenance. Context numbers (dates, versions, seed counts, baseline counts, model sizes, timeouts) should be accurate, but they are not provenance gates by themselves. The PreToolUse hook may block obvious unprovenanced labelled metrics on file write.
Workflow:
- List every result claim you want to make and classify it as confirmatory, exploratory, or context.
- For each publication-critical metric or statistical claim, call
mcp__verify__check_provenance. Missing provenance means re-run, downgrade the claim to exploratory/context, or remove it. - If you mention hypothesis rankings from
$bt-tournament, include the BT strength / interval only when it is part of the argument. Do not turn every rank, seed count, or version number into a hard provenance gate. - Write the report.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: whenpoem
- Source: whenpoem/aiscientist
- License: MIT
Install and usage instructions live in the source repository linked above.
Reviews
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Versions
- v0.1.0 Imported from the upstream source.