autoresearch-finalize SKILL.md skillA
autoresearch-finalize from spartanlabsxyz/simmer-sdk is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add spartanlabsxyz/simmer-sdk/autoresearch-finalize@git:20260519.7e96819Pins git:20260519.7e96819 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- spartanlabsxyz/simmer-sdk
- Path
mcp/skills/autoresearch-finalize/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260519.7e96819, committed May 19, 2026
- Size
- 2,460 bytes
- Repository stars
- 56
- License
- MIT
Finalize an autoresearch session into clean, reviewable branches. Use when asked to "finalize autoresearch", "clean up experiments", or "prepare autoresearch for review".
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Finalize Autoresearch Turn a noisy autoresearch branch into clean, independent branches — one per logical change, each starting from the merge-base. ## Step 1 — Analyze and propose groups 1. Read `autoresearch.jsonl`. Filter to **kept** experiments only. 2. Read `autoresearch.md` for context. 3. Expand all short commit hashes to full hashes: `git rev-parse <short_hash>` 4. Get the merge-base: `git merge-base HEAD main` 5. For each kept commit, get the diff stat. 6. Group kept commits into logical changesets: - **Preserve application order.** Group N comes before Group N+1. - **No two groups may touch the same file.** Each branch is applied to merge-base independently — overlapping files would conflict. If two groups touch the same file, merge them into one group. - **Watch for cross-file dependencies.** If group 1 adds an API in `api.js` and group 2 calls it in `parser.js`, group 2's branch won't work in isolation. Flag dependencies. - **Keep each group small and focused.** One idea, one theme per group. Present the proposed grouping: ``` Proposed branches (each from merge-base, independent): 1. **<description>** (commits abc1234, def5678) …
Read the whole file at its exact version.
How to install
mdr add spartanlabsxyz/simmer-sdk/autoresearch-finalize@sha256:177bbcdeca58ac01The line at the top of this page pins the label git:20260519.7e96819, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_rh3ulfqq737h52sg)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 19, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2460 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
spartanlabsxyz/simmer-sdk · 56 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rh3ulfqq737h52sg GET https://markdownregistry.com/api/v1/resolve?ref=spartanlabsxyz/simmer-sdk/autoresearch-finalize GET https://markdownregistry.com/api/v1/blob/177bbcdeca58ac0144d2c7cb45e383e39f5193bc0ecc953477c817b7ea5184c6
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.