external-context SKILL.md skillA
external-context from naimkatiman/continuous-improvement is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add naimkatiman/continuous-improvement/external-context@git:20260503.16cdfd3Pins git:20260503.16cdfd3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- naimkatiman/continuous-improvement
- Path
third-party/oh-my-claudecode/skills/external-context/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260503.16cdfd3, committed May 3, 2026
- Size
- 2,178 bytes
- Repository stars
- 9
- License
- MIT
Invoke parallel document-specialist agents for external web searches and documentation lookup.
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
# External Context Skill Fetch external documentation, references, and context for a query. Decomposes into 2-5 facets and spawns parallel document-specialist Claude agents. ## Usage ``` /oh-my-claudecode:external-context <topic or question> ``` ### Examples ``` /oh-my-claudecode:external-context What are the best practices for JWT token rotation in Node.js? /oh-my-claudecode:external-context Compare Prisma vs Drizzle ORM for PostgreSQL /oh-my-claudecode:external-context Latest React Server Components patterns and conventions ``` ## Protocol ### Step 1: Facet Decomposition Given a query, decompose into 2-5 independent search facets: ```markdown ## Search Decomposition **Query:** <original query> ### Facet 1: <facet-name> - **Search focus:** What to search for - **Sources:** Official docs, GitHub, blogs, etc. ### Facet 2: <facet-name> ... ``` ### Step 2: Parallel Agent Invocation Fire independent facets in parallel via Task tool: ``` Task(subagent_type="oh-my-claudecode:document-specialist", model="sonnet", prompt="Search for: <facet 1 description>. Use WebSearch and WebFetch to find official documentation and examples. Cite all sources with URLs.") …
Read the whole file at its exact version.
How to install
mdr add naimkatiman/continuous-improvement/external-context@sha256:34303b3e62f5f564The line at the top of this page pins the label git:20260503.16cdfd3, 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_ieh7ryqiyyhovntb)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 3, 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 (2178 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
naimkatiman/continuous-improvement · 9 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ieh7ryqiyyhovntb GET https://markdownregistry.com/api/v1/resolve?ref=naimkatiman/continuous-improvement/external-context GET https://markdownregistry.com/api/v1/blob/34303b3e62f5f5643a735ea640425ab221b2b8900bb1e8005a486becb0fe73eb
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 naimkatiman/continuous-improvement
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