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Deterministic custom subagent selection helper. Use when you need a reproducible, auditable decision on which custom subagents to activate for a user query (runs scripts/agent_evaluator.py).

Install Skill

1Download skill
2Enable skills in Claude

Open claude.ai/settings/capabilities and find the "Skills" section

3Upload to Claude

Click "Upload skill" and select the downloaded ZIP file

Note: Please verify skill by going through its instructions before using it.

SKILL.md

name agent-evaluator
description Deterministic custom subagent selection helper. Use when you need a reproducible, auditable decision on which custom subagents to activate for a user query (runs scripts/agent_evaluator.py).

Agent Evaluator

Evaluate a user query against the workspace's available subagents and return a JSON decision payload (activated/required/suggested agents and scoring).

Mechanism

Run the evaluator script (located in scripts folder relative this skill file) with the user query as an argument.:

python scripts/agent_evaluator.py "YOUR_QUERY_HERE"

Optional: include a contextual file path as the second argument:

python scripts/agent_evaluator.py "YOUR_QUERY_HERE" "path/to/file.ext"

Output

  • Writes a JSON object to stdout.
  • Key fields include:
    • activated_agents
    • required_agents
    • suggested_agents
    • evaluations (per-agent score + reasoning)

Examples

Evaluate a query:

python scripts/agent_evaluator.py "Please help refine our custom instruction file"

Evaluate a query with file context:

python scripts/agent_evaluator.py "Update this instruction" "instructions/agent-forced-eval.instructions.md"