ablation-planner SKILL.md skillA
ablation-planner from wanshuiyin/auto-claude-code-research-in-sleep is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wanshuiyin/auto-claude-code-research-in-sleep/ablation-planner@git:20260906.0472e53Pins git:20260906.0472e53 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wanshuiyin/auto-claude-code-research-in-sleep
- Path
skills/ablation-planner/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260906.0472e53, committed Sep 6, 2026
- First version recorded
- Jun 1, 2026
- Size
- 5,137 bytes
- Repository stars
- 17,793
- License
- MIT
Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.
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
# Ablation Planner
Systematically design ablation studies that answer the questions reviewers will ask. Codex leads the design (reviewer perspective), CC reviews feasibility and implements.
## Context: $ARGUMENTS
## When to Use
- Main results pass `/result-to-claim` with claim_supported = yes or partial
- User explicitly requests ablation planning
- `/auto-review-loop` reviewer identifies missing ablations
## Workflow
### Step 1: Prepare Context
CC reads available project files to build the full picture:
- Method description and components (from `idea-stage/docs/research_contract.md`, legacy `docs/research_contract.md`, or project CLAUDE.md)
- Current experiment results (from EXPERIMENT_LOG.md, EXPERIMENT_TRACKER.md, or W&B)
- Confirmed and intended claims (from result-to-claim output or project notes)
- Available compute resources (from CLAUDE.md server config, if present)
### Step 2: Codex Designs Ablations
```
mcp__codex__codex:
model: gpt-6-astra
config: {"model_reasoning_effort": "xhigh"}
prompt: |
You are a rigorous ML reviewer planning ablation studies.
Given this method and results, design ablations that:
…Read the whole file at its exact version.
How to install
mdr add wanshuiyin/auto-claude-code-research-in-sleep/ablation-planner@sha256:ce51bfff265e5f0aThe line at the top of this page pins the label git:20260906.0472e53, 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_cxugtzuh2cltt5jq)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 1, 2026 and Sep 6, 2026, about one every 24 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260906.0472e53 latest | 2026-09-06 | 0472e53 | 5,137 B | A | view · diff |
| git:20260713.e67ae16 | 2026-07-13 | e67ae16 | 5,137 B | A | view · diff |
| git:20260710.6142715 | 2026-07-10 | 6142715 | 5,135 B | A | view · diff |
| git:20260702.2cf71bf | 2026-07-02 | 2cf71bf | 5,114 B | A | view · diff |
| git:20260601.bc9bfe5 | 2026-06-01 | bc9bfe5 | 5,064 B | A | view |
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 (5137 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
wanshuiyin/auto-claude-code-research-in-sleep · 17,793 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cxugtzuh2cltt5jq GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/ablation-planner GET https://markdownregistry.com/api/v1/blob/ce51bfff265e5f0a6e8fd03333bfa8dee679e728e0d325830988ca5bd31307da
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.
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