search
Skill27 starsChanged 25 days agoMITView on GitHub
Search the RTFM-indexed corpus of the current project (code, docs, data). Use for any exploratory search — finding relevant files, modules, symbols, or content. Faster and more precise than Glob/Grep/find for broad queries.
54 other projects use a version of this.
Adopted by
Most recently taken up by
- beCyborg/jadlis-searchtheir own version, first seen Nov 8, 2026
- hydra-db/hydradb-claude-codetheir own version, first seen Nov 8, 2026
- Mahashwetha/Job-search-email-system-claudetheir own version, first seen Nov 5, 2026
- denolfe/dotfilestheir own version, first seen Nov 2, 2026
- Arcadia-1/virtuoso-bridge-litetheir own version, first seen Nov 1, 2026
- jav-ed/skill_Managtheir own version, first seen Nov 1, 2026
Used with
Projects with it also use fetch, integrate and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
jtfasulo7Skillfetch
Use this skill when the user wants to retrieve a URL without a full browser session: fetch HTML or JSON from static pages, inspect status codes or headers, follow redirects, or get page source for simple scraping. Prefer it over a browser when JavaScript rendering and page interaction are not needed. Supports proxies and redirect control.
Also in 3 projects that use this
modeled-information-formatSkillintegrate
This skill should be used when the user asks to "integrate mnemonic", "wire plugin", "add memory to plugin", "enable memory capture in plugin", "integrate memory operations", "add mnemonic protocol", "remove mnemonic integration", "rollback plugin integration", or "migrate legacy memory sections". It wires mnemonic memory capture and recall workflows into other Claude Code plugins using sentinel markers.
Also in 3 projects that use this
soilmassSkillexport
Animation export configurations including format selection, resolution, framerate, quality, and optimization settings. Use when rendering animations for web, mobile, video, or social media. Provides tokens for all export parameters across Lottie, GIF, video, and sprite sheet formats.
Also in 4 projects that use this
rogue-dev-studioSkillmonitoring
Claude monitoring and usage tracking tools (UV, claude-monitor, claude-usage-cli). Use when the project needs this capability or the user / team manifest asks for it. Use for specialized `monitoring` work when listed in TEAM.yaml or explicitly requested.
Also in 3 projects that use this
DockerSkillwrite
Write or edit reader-facing technical prose for immediate comprehension. Use for documentation, PR titles and descriptions, release notes, design documents, user-facing explanations, and substantive comments. Also use when asked to make writing clearer, more natural, less AI-generated, or easier to read. For documentation fixes, handles edits, formatting, self-review, and commits after research identifies what to change. Do not use for code-only tasks with no prose deliverable.
Also in 3 projects that use this
JaimeGBASkillingest
Digest an external source (article, paper, transcript, URL, book chapter) and integrate its content into the knowledge base
Also in 4 projects that use this
Other versions54 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 54
- anthropics/knowledge-work-plugins★ 35ksame name
- exa-labs/exa-mcp-server★ 5.2ksame name
- browserbase/agent-browse★ 3.7ksame name
- spotify/portal-ai-plugins★ 2.8ksame name
- Muuuun/luxas★ 1.2ksame name
- Arcadia-1/virtuoso-bridge-lite★ 1ksame name
- ZimoLiao/scholaraio★ 585same name
- BlockRunAI/blockrun-mcp★ 389same name
- project-numina/numina-lean-agent★ 279same name
- brightdata/skills★ 270same name
44 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository6 other files it gives its agents.
- .claude/CLAUDE.mdCLAUDE.md
- docs/llms.txtllms.txt
- expandSkill
- install-embeddingsSkill
- install-pdf-fullSkill
- install-pdfSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 1 is distinctive, and 2 are very specific to this project.
0
Common
Most of the 47 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 7
Search the RTFM index with the user's query: $ARGUMENTS
- Very specific: line 9
Call the mcp__rtfm__rtfm_search tool with query="$ARGUMENTS".
- Distinctive: line 11
Prefer this over Glob/Grep for concept-level queries.
“Common” is measured: kept by at least 6 in 10 of the 47 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
rtfm:search
Search the RTFM index with the user's query: $ARGUMENTS
Call the mcp__rtfm__rtfm_search tool with query="$ARGUMENTS". Return the metadata results (file paths, sections, scores). If the user wants to read specific content, follow up with mcp__rtfm__rtfm_expand on the most relevant result.
Prefer this over Glob/Grep for concept-level queries.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

