research SKILL.md skillA
research from fusengine/agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fusengine/agents/research@git:20260729.3b91eedPins git:20260729.3b91eed in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fusengine/agents
- Path
plugins/ai-pilot/skills/research/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260729.3b91eed, committed Jul 29, 2026
- First version recorded
- Jan 10, 2026
- Size
- 2,981 bytes
- Repository stars
- 34
- License
- MIT
Use when researching documentation, best practices, or complex technical investigations -- Context7 + Exa + Sequential Thinking methodology.
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
<objective>
Research is the technical-research methodology behind the `research-expert` agent, covering three workflows depending on the question: a standard query (Sequential Thinking decomposition -> Context7 resolve + docs -> Exa supplement -> synthesized answer with sources), a complex investigation (multi-hypothesis Sequential Thinking -> Exa deep researcher -> cross-check against Context7 -> comprehensive report), and a technology-trends scan (Exa web scan + code patterns + company research -> Sequential Thinking analysis -> recommendations).
Source priority is always official docs (Context7) first, recent tutorials (Exa, <6 months) second, older content only with version verification. It runs in a forked context via the `research-expert` agent.
</objective>
**Session:** ${CLAUDE_SESSION_ID}
**Research Topic:** $ARGUMENTS
# Research Skill
## Research Workflows
### Standard Query
```
1. THINK → Sequential Thinking decomposition
2. RESOLVE → Context7 resolve-library-id
3. DOCUMENT → Context7 query-docs (5000-10000 tokens)
4. SUPPLEMENT → Exa code context search
5. SYNTHESIZE → Structured answer with sources
```
### Complex Investigation
```
…Read the whole file at its exact version.
How to install
mdr add fusengine/agents/research@sha256:6d9ec45c63eb942eThe line at the top of this page pins the label git:20260729.3b91eed, 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_35jq7qcvskqlvweb)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jan 10, 2026 and Jul 29, 2026, about one every 67 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260729.3b91eed latest | 2026-07-29 | 3b91eed | 2,981 B | A | view · diff |
| git:20260705.8c2f9bc | 2026-07-05 | 8c2f9bc | 2,202 B | A | view · diff |
| git:20260124.acdc941 | 2026-01-24 | acdc941 | 4,868 B | A | view · diff |
| git:20260110.411637b | 2026-01-10 | 411637b | 4,694 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 (2981 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
fusengine/agents · 34 stars · license MIT · pushed 2026-10-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_35jq7qcvskqlvweb GET https://markdownregistry.com/api/v1/resolve?ref=fusengine/agents/research GET https://markdownregistry.com/api/v1/blob/6d9ec45c63eb942e4b47feff168c0d83a1a7da803058d680c30a5d7134bc3b21
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.
More from fusengine/agents
Every file in fusengine/agents