autoresearch SKILL.md skillA
autoresearch from yeachan-heo/gajae-code is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yeachan-heo/gajae-code/autoresearch@git:20260823.9983f32Pins git:20260823.9983f32 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yeachan-heo/gajae-code
- Path
packages/coding-agent/src/defaults/gjc/skills/autoresearch/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260823.9983f32, committed Aug 23, 2026
- First version recorded
- Aug 23, 2026
- Size
- 14,554 bytes
- Repository stars
- 3,048
- License
- MIT
Goal-directed research missions that interleave web research with data experimentation and end on a structured best-effort verdict.
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
# Autoresearch Workflow
Use when the user asks for `autoresearch`, or gives a bounded research goal whose deliverable is a defensible verdict rather than code ("find out", "investigate", "benchmark and draw a conclusion").
## Usage
```
/skill:autoresearch "<research goal>"
/skill:autoresearch --spec .gjc/_session-{sessionid}/specs/deep-interview-<slug>.md
```
Invoke this workflow as `/skill:autoresearch`; the durable state behind it is driven by the `gjc autoresearch` runtime command.
## Purpose
`autoresearch` runs one goal-directed research mission: it interleaves web research with data/environment experimentation and ends on a single structured, best-effort verdict. The verdict receipt carries a structured `status`, `evidence[]`, `caveats[]`, and the `evaluator` identity that issued it. The mission is research, NOT implementation: its durable outputs are findings, evidence, run records, and a verdict — never product code.
All mission state persists per session under `.gjc/_session-{sessionid}/autoresearch/` and survives across `gjc autoresearch` invocations. The global `~/.gjc/autoresearch` store is never written.
## Always-used command examples
…Read the whole file at its exact version.
How to install
mdr add yeachan-heo/gajae-code/autoresearch@sha256:babcb5bea9cfad59The line at the top of this page pins the label git:20260823.9983f32, 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_vawu75isrvzogjdt)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, all committed on Aug 23, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260823.9983f32 latest | 2026-08-23 | 9983f32 | 14,554 B | A | view · diff |
| git:20260823.a9977ce | 2026-08-23 | a9977ce | 14,512 B | A | view · diff |
| git:20260823.df6c7dd | 2026-08-23 | df6c7dd | 14,281 B | A | view · diff |
| git:20260823.7497427 | 2026-08-23 | 7497427 | 14,007 B | A | view · diff |
| git:20260823.3910bc6 | 2026-08-23 | 3910bc6 | 11,991 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 (14554 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
yeachan-heo/gajae-code · 3,048 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vawu75isrvzogjdt GET https://markdownregistry.com/api/v1/resolve?ref=yeachan-heo/gajae-code/autoresearch GET https://markdownregistry.com/api/v1/blob/babcb5bea9cfad5985364ff2be56884b4da42b3496d25bc20d688612e44d13fa
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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