tool-discovery
Recommend the right agents and skills for any task. Covers both heavyweight agents (Task tool) and lightweight skills (Skill tool). Triggers on: which agent, which skill, what tool should I use, help me choose, recommend agent, find the right tool.
91
87%
Does it follow best practices?
Impact
100%
5.26xAverage score across 3 eval scenarios
Passed
No known issues
Evaluation results
100%
66%AI Assistant Onboarding Guide
Skill vs Agent decision logic
Skills for reference/lookup
75%
100%
Agents for reasoning/decisions
87%
100%
file-search for file finding
0%
100%
sql-patterns for CTE
12%
100%
postgres-expert for optimization
37%
100%
data-processing for YAML
12%
100%
rest-patterns for HTTP status
12%
100%
python-env for Python setup
12%
100%
Plan for architecture
37%
100%
git-workflow for git tasks
12%
100%
Skill invocation syntax
0%
100%
Agent invocation syntax
0%
100%
Max 2-3 tools per task
100%
100%
100%
90%Developer Workflow Automation Script
Correct tool invocation syntax
find-replace for batch rename
0%
100%
typescript-expert for TS generics
0%
100%
structural-search for AST
0%
100%
mcp-patterns for MCP protocol
0%
100%
react-expert for React architecture
0%
100%
Skill tool syntax for skills
0%
100%
Task tool syntax for agents
0%
100%
Skill-first principle stated
0%
100%
No task exceeds 3 tools
100%
100%
100%
87%AI Tool Selection Reference Card
Specialist agent and catalog lookup
cloudflare-expert for Workers/KV/R2
0%
100%
sqlite-ops for SQLite async
0%
100%
tailwind-patterns for Tailwind
0%
100%
Plan agent for system design
0%
100%
structural-search for AST search
0%
100%
python-expert for pytest/async
0%
100%
Skill invocation syntax correct
0%
100%
Agent invocation syntax correct
0%
100%
Two-category principle stated
44%
100%
Catalog reference mentioned
11%
100%
No task exceeds 3 tools
100%
100%
- Repository
- NeverSight/skills_feed
- Commit
f772de4
- Evaluated
- Agent
- Claude Code
- Model
- Claude Sonnet 4.6
Table of Contents
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