swarm-paper SKILL.md skillA
swarm-paper from cogito233/swarm-oversight-harness is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add cogito233/swarm-oversight-harness/swarm-paper@git:20261101.f870da2Pins git:20261101.f870da2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- cogito233/swarm-oversight-harness
- Path
extras/swarm-paper/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261101.f870da2, committed Nov 1, 2026
- Size
- 12,086 bytes
- Repository stars
- 6
- License
- MIT
Pre-submission editing pass for research or benchmark papers written with coding agents. Use when the user says "pre-submission pass", "polish / edit my paper", "is this paper ready to submit", or asks agents to write, restructure, or tighten a research or benchmark paper.
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
# Swarm Oversight Harness · Writing research / benchmark papers with coding agents > **Where this fits**: this skill is an accept gate for the `research` profile. Once the work units (datasets, leaderboards, ablations) are accepted, use this pass to turn them into a submission. It does not replace the project loop. It is what "consolidate → accept" looks like when the output is a paper. > > **Scope**: this skill holds only writing rules that apply to every paper. Paper-specific content (scores, model names, tickers) belongs in that paper's source files, not here. Every example below is a one-line illustration, not a fact. > > Full rationale: [MANUAL](https://github.com/cogito233/swarm-oversight-harness/blob/main/MANUAL.md). In one line: **write for the final paper, not the current snapshot.** Anything the final version would delete should not go into the shared draft now. --- ## Three core principles (everything else follows from them) ### 1. Write for the final paper Every sentence you write should survive into the final version. Keep development mess out of the shared draft. …
Read the whole file at its exact version.
How to install
mdr add cogito233/swarm-oversight-harness/swarm-paper@sha256:e1456726dd0ac956The line at the top of this page pins the label git:20261101.f870da2, 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_hx55of4vfabezebg)
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Versions
The registry has recorded 1 version of this file, committed on Nov 1, 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 (12086 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
cogito233/swarm-oversight-harness · 6 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hx55of4vfabezebg GET https://markdownregistry.com/api/v1/resolve?ref=cogito233/swarm-oversight-harness/swarm-paper GET https://markdownregistry.com/api/v1/blob/e1456726dd0ac956571e18dd1d21876c13f34cea18894f1d9daf447201fd2a76
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.