context7-skill
Access up-to-date, version-specific documentation and code examples from Context7. Use this skill to verify library and framework details.
Install with Tessl CLI
npx tessl i github:ceshine/ceshine-agent-skills --skill context7-skill69
Does it follow best practices?
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npx tessl skill review --optimize ./path/to/skillValidation for skill structure
Evaluation results
82%
37%Documentation Lookup Module
Resolve-first workflow and CLI fallback implementation
Resolve before query
100%
100%
CLI fallback present
40%
100%
uv as Python manager
100%
100%
Retry limit enforced
100%
100%
API key from environment
0%
100%
Tool availability check
80%
100%
Incomplete result handling
30%
100%
Tool prefix variants
0%
12%
Library selection criteria
0%
37%
Ambiguity handling
0%
25%
CLI resolve command syntax
0%
100%
Without context: $0.5098 · 2m 58s · 14 turns · 16 in / 11,912 out tokens
With context: $0.7059 · 3m 14s · 23 turns · 27 in / 12,151 out tokens
82%
21%Library Documentation Research
Library selection criteria and process logging
Resolve before query in log
16%
75%
Candidate IDs documented
40%
40%
Selection reasoning recorded
80%
80%
Quality metric used
50%
75%
Retry limit respected
80%
100%
Tool availability noted
87%
100%
Incomplete result handling
60%
60%
No query without resolve
40%
100%
Proceed after failure
87%
100%
No-match handling
75%
87%
Library explained to reader
83%
100%
Without context: $0.7459 · 2m 21s · 13 turns · 1,836 in / 6,514 out tokens
With context: $1.4436 · 4m 19s · 50 turns · 2,904 in / 12,038 out tokens
86%
34%Context7 Integration for Multi-Environment Deployments
Tool availability check and environment-aware fallback
Availability check at runtime
100%
58%
MCP used when available
100%
90%
CLI fallback when MCP absent
50%
100%
uv as CLI runner
20%
100%
Correct CLI query-docs syntax
0%
100%
Correct CLI resolve syntax
50%
100%
CONTEXT7_API_KEY documented
12%
100%
Tool prefix handling
0%
0%
Resolve step in both paths
100%
100%
uv prerequisite documented
100%
100%
Retry limit in implementation
0%
100%
Without context: $0.3607 · 2m · 15 turns · 22 in / 6,897 out tokens
With context: $0.5503 · 2m 48s · 21 turns · 2,970 in / 9,341 out tokens
- Evaluated
- Agent
- Claude Code
Table of Contents
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