iterate-research SKILL.md skillA
iterate-research from yonatangross/orchestkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yonatangross/orchestkit/iterate-research@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yonatangross/orchestkit
- Path
plugins/ork/skills/iterate-research/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Oct 26, 2026
- Size
- 1,975 bytes
- Repository stars
- 299
- License
- MIT
Re-checks the code behind a research file from create-research when a reviewer challenges a claim or the question widens, then revises its findings with fresh file:line citations, comments intact. Use after review comments on research; stays descriptive.
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
# iterate-research
Revise one research file. The body is rewritten from fresh reading of the code; the comment block is
kept byte for byte. Layout: the create-plan skill's `references/artifact-layout.md`.
## Steps
1. **Read the research in full** and list its open comments:
```bash
node "${CLAUDE_SKILL_DIR}/scripts/artifact.mjs" list --file <research> --open
```
2. **Re-check every challenged claim in the code**, at the current commit. If the code moved since
the artifact's `sha`, say which findings changed.
3. **New questions** get the same method as create-research: parallel `Explore` agents by area,
citations checked by you.
4. **Write the revised body** to a scratch file (no comment block in it) and write it back:
```bash
node "${CLAUDE_SKILL_DIR}/scripts/artifact.mjs" iterate --file <research> --body /tmp/research-body.md
```
5. **Reply to each comment you addressed** (`reply`, or `resolve` when the reviewer asked or the
comment was a factual correction you made), then answer with the path, the revision and the
comments still open.
## Rules
- Same rules as create-research: describe, cite, no recommendations.
…Read the whole file at its exact version.
How to install
mdr add yonatangross/orchestkit/iterate-research@sha256:fcd3e79216740b20The line at the top of this page pins the label v1.0.0, 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_22i2dirqhcofukkm)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 26, 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 (1975 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
yonatangross/orchestkit · 299 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_22i2dirqhcofukkm GET https://markdownregistry.com/api/v1/resolve?ref=yonatangross/orchestkit/iterate-research GET https://markdownregistry.com/api/v1/blob/fcd3e79216740b202413244ef3ec0a1108b3a2d9c8bebd2878fd742709c93c44
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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