context7-efficient SKILL.md skillA
context7-efficient from mjunaidca/mjs-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mjunaidca/mjs-agent-skills/context7-efficient@git:20251221.f6c90d7Pins git:20251221.f6c90d7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mjunaidca/mjs-agent-skills
- Path
docs/panaversity-ri-vault/skills/context7-efficient/SKILL.md- Versions recorded
- 1
- Latest version
- git:20251221.f6c90d7, committed Dec 21, 2025
- Size
- 5,987 bytes
- Repository stars
- 28
- License
- none declared
Token-efficient library documentation fetcher using Context7 MCP with 86.8% token savings through intelligent shell pipeline filtering. Fetches code examples, API references, and best practices for JavaScript, Python, Go, Rust, and other libraries. Use when users ask about library documentation, need code examples, want API usage patterns, are learning a new framework, need syntax reference, or troubleshooting with library-specific information. Triggers include questions like…
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
# Context7 Efficient Documentation Fetcher Fetch library documentation with automatic 77% token reduction via shell pipeline. ## Quick Start **Always use the token-efficient shell pipeline:** ```bash # Automatic library resolution + filtering bash scripts/fetch-docs.sh --library <library-name> --topic <topic> # Examples: bash scripts/fetch-docs.sh --library react --topic useState bash scripts/fetch-docs.sh --library nextjs --topic routing bash scripts/fetch-docs.sh --library prisma --topic queries ``` **Result:** Returns ~205 tokens instead of ~934 tokens (77% savings). ## Standard Workflow For any documentation request, follow this workflow: ### 1. Identify Library and Topic Extract from user query: - **Library:** React, Next.js, Prisma, Express, etc. - **Topic:** Specific feature (hooks, routing, queries, etc.) ### 2. Fetch with Shell Pipeline ```bash bash scripts/fetch-docs.sh --library <library> --topic <topic> --verbose ``` The `--verbose` flag shows token savings statistics. ### 3. Use Filtered Output The script automatically: - Fetches full documentation (934 tokens, stays in subprocess) - Filters to code examples + API signatures + key notes …
Read the whole file at its exact version.
How to install
mdr add mjunaidca/mjs-agent-skills/context7-efficient@sha256:08b1fda56cecabd8The line at the top of this page pins the label git:20251221.f6c90d7, 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_osoybqnsbhsmjerb)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Dec 21, 2025.
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 (5987 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
mjunaidca/mjs-agent-skills · 28 stars · license none declared · pushed 2026-08-12 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_osoybqnsbhsmjerb GET https://markdownregistry.com/api/v1/resolve?ref=mjunaidca/mjs-agent-skills/context7-efficient GET https://markdownregistry.com/api/v1/blob/08b1fda56cecabd8ce9bfc95c017f5d522ce08bb3499713156e21c937d1090b7
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.