context7-docs

context7-docs is a skill for Claude Code, Codex from Omar-Obando/qwen-orchestrator. It costs 52 tokens per session (937 once invoked), scanned A, original, MIT.

Guidance for looking up current, version-specific documentation for unfamiliar software libraries, frameworks, APIs, and coding patterns. It uses Context7 to find verified documentation before relying on an uncertain interface.

In plain words
What is it for?
Use it to resolve a library’s documentation source, query official examples and API details, verify implementation choices, and save useful findings for later work.
Why use it?
It reduces mistakes caused by guessing API names, signatures, supported features, or behavior that may differ between software versions.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to resolve a library’s documentation source, query official examples and API details, verify implementation choices, and save useful findings for later work.

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Install with agentmods
npx agentmods add skills/omar-obando/qwen-orchestrator/context7-docs
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Omar-Obando/qwen-orchestrator --skill context7-docs
Clone the repo
git clone --depth 1 https://github.com/Omar-Obando/qwen-orchestrator

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for context7-docs

README.md
[![agentmods](https://agentmods.dev/badge/skills/omar-obando/qwen-orchestrator/context7-docs.svg)](https://agentmods.dev/skills/omar-obando/qwen-orchestrator/context7-docs)
Your own site
<a href="https://agentmods.dev/skills/omar-obando/qwen-orchestrator/context7-docs"><img src="https://agentmods.dev/badge/skills/omar-obando/qwen-orchestrator/context7-docs.svg" alt="Measured on agentmods" height="20"></a>
Per session 52 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 937 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00052 $0.00937
Opus 5 $0.00026 $0.00468
Sonnet 5 $0.00010 $0.00187
Haiku 4.5 $0.00005 $0.00094

Measured 8d ago against content hash 0e18d2b995f5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

context7-docs scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/context7-docs/SKILL.md · 143 lines

How it starts

The opening of the file, as written. The whole thing — 143 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Context7 Docs Skill — Live Documentation Lookup

This skill integrates Context7 MCP tools into the orchestrator workflow, providing real-time access to official documentation for any library or framework.

When to Use

Use this skill when ANY of these situations arise:

  • An agent needs to verify an API signature
  • A Developer needs to use a library they're not 100% sure about
  • A Planner needs to check if a feature exists in a specific version
  • A Reviewer needs to validate that code follows current best practices
  • Any agent encounters "I'm not sure about this..."

Workflow

1. Resolve Library ID

Tool: context7_resolve-library-id
Input:
  libraryName: "React"  (use official name)
  query: "How to use useEffect cleanup function"
Output:
  libraryId: "/facebook/react"

2. Query Documentation

Tool: context7_query-docs
Input:
  libraryId: "/facebook/react"
  query: "useEffect cleanup function examples"
Output:
  [Relevant documentation snippets with code examples]

3. Cache Results

Save to $SESSION_DIR/docs/ for future sessions:

# [Library] — [Topic]

- Retrieved: [date]
- Library ID: [Context7 ID]
- Version: [if available]
- Key findings: [summary]
- Code examples: [snippets]

Integration Points

For Developer Agents

Before implementing with an unfamiliar library:

1. Resolve library ID via Context7
2. Query for specific API/feature
3. Read the code examples
4. Implement following official patterns
5. Cache for future reference

For Reviewer Agent

When reviewing code that uses a specific library:

1. Resolve library ID via Context7
2. Query for the specific API being used
3. Compare implementation against official patterns
4. Flag deviations from recommended usage

For Planner Agent

When planning features that depend on libraries:

1. Resolve library IDs for all dependencies
2. Query for feature availability in target version
3. Check for breaking changes between versions
4. Document version requirements in plan

Read the full file on GitHub · 143 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 143 lines · 52 tokens per session scan A 0e18d2b995f5

Subscribe to this mod's changes

context7-docs is a skill published in the GitHub repository Omar-Obando/qwen-orchestrator (48 stars, last pushed 2mo ago), licensed MIT. It adds 52 tokens to every session and 937 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.