# Writeup Sop

> Writing reports or papers. Use when producing any .md file that makes claims about experimental results.

- **Type:** Skill
- **Install:** `agentstack add skill-whenpoem-aiscientist-writeup-sop`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [whenpoem](https://agentstack.voostack.com/s/whenpoem)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [whenpoem](https://github.com/whenpoem)
- **Source:** https://github.com/whenpoem/aiscientist/tree/main/.claude/skills/writeup-sop

## Install

```sh
agentstack add skill-whenpoem-aiscientist-writeup-sop
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## 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:
1. List every result claim you want to make and classify it as confirmatory, exploratory, or context.
2. 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.
3. 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.
4. 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](https://github.com/whenpoem)
- **Source:** [whenpoem/aiscientist](https://github.com/whenpoem/aiscientist)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-whenpoem-aiscientist-writeup-sop
- Seller: https://agentstack.voostack.com/s/whenpoem
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.