Fetch up-to-date library documentation via Context7 API. Use PROACTIVELY when: (1) Working with ANY external library (React, Next.js, Supabase, etc.) (2) User asks about library APIs, patterns, or best practices (3) Implementing features that rely on third-party packages (4) Debugging library-specific issues (5) Need current documentation beyond training data cutoff Always prefer this over guessing library APIs or using outdated knowledge.
SkillScore45Maintained
Automatic
◆Coding pack
Last verified 8/19/2026
What it changes
Passed 5 of 12 test cases with the skill, and 2 of 12 without it.
Without skill18%
With skill45%
Checks it passed that the model alone missed
Includes the option --type md in the command.
Includes the flag --tokens 500 in the command.
Specifies the path ~/.claude/skills/context7/scripts/context7.py.
and 4 more in the full report
7 fixed3 passed either way11 still failing1 broke
Pass-rate lift
+27 pp
Tokens
+8%
Agent turns
0%
Response time
-25%
Model gemini-3.6-flashMeasured 8/19/2026v110 of 22 cases passed with skill · 12 comparable
Tokens, turns and time describe resource use, not a dollar price.
What's inside
The instructions your model reads when the skill loads.
SKILL.md49 lines2 filesincludes scripts
Context7 Documentation Fetcher
Retrieve current library documentation via Context7 API.
Automatically recover working context after session compaction or when continuation is implied but context is missing. Works across Discord, Slack, Telegram, Signal, and other supported channels.