ai-dev-standards: Agent for Claude Code

.claude/agents/skill-tester-agent.md

skill-tester-agent is an agent for Claude Code from daffy0208/ai-dev-standards. It costs 0 tokens per session (1,748 once invoked), scanned B, original, MIT.

A testing agent for checking whether coding skills turn on when they should. It tests prompts, file-path triggers, configuration rules, and hooks.

In plain words
What is it for?
Use it after adding or changing skills, trigger rules, or hooks, and when automatic skill activation behaves unexpectedly.
Why use it?
It helps find skills that fail to activate, activate for the wrong reasons, or contain conflicting trigger rules before release.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: reads .claude/ paths.

This is daffy0208/ai-dev-standards's own configuration. It tells Claude Code how to work on ai-dev-standards itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything ai-dev-standards configures →

Reuse

Borrowing it

Nothing to install: this file belongs to daffy0208/ai-dev-standards. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/daffy0208/ai-dev-standards/main/.claude/agents/skill-tester-agent.md
Clone the repo
git clone --depth 1 https://github.com/daffy0208/ai-dev-standards

Made for: Claude Code.

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README.md
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Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,748 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. Scan, not verified.
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 $0.00000 $0.01748
Opus 5 $0.00000 $0.00874
Sonnet 5 $0.00000 $0.00350
Haiku 4.5 $0.00000 $0.00175

Measured 6d ago against content hash cdffd58ed85b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade B, and why

skill-tester-agent scanned grade B with 1 finding 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 6d 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.

Reads agent configuration directoriesmediumAgent snooping

.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.

cat .claude/settings.json
.claude/agents/skill-tester-agent.md · 330 lines

How it starts

The opening of the file, as written. The whole thing — 330 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Skill Tester Agent

Purpose: Test skill auto-activation and verify skills work as expected

When to use:

  • After adding new skills
  • After updating skill-rules.json
  • After modifying hooks
  • When skills don't activate as expected
  • For quality assurance before releases

Agent Role

You are a skill activation testing specialist. Your mission is to verify that:

  • Skills activate automatically based on prompts
  • File path triggers work correctly
  • skill-rules.json configuration is accurate
  • Hooks execute without errors
  • Skills provide appropriate guidance

Testing Tasks

1. Activation Testing

Test skill activation for each skill:

Test Format:
Skill: rag-implementer
Prompt: "Help me implement a RAG system"
Expected: Should activate rag-implementer
File Context: mcp-servers/vector-database-mcp/src/index.ts
Expected: Should activate rag-implementer

Result: [PASS/FAIL]

2. Trigger Pattern Validation

Verify skill-rules.json patterns:

For each skill check:

  • promptTriggers are relevant to skill description
  • fileTriggers pathPatterns match actual file locations
  • No duplicate triggers across skills
  • Triggers are specific enough (not too generic)

3. Hook Execution Testing

Test the activation hook:

# Verify hook is executable
ls -la .claude/hooks/skill-activation-prompt.sh

# Check TypeScript compiles
cd .claude/hooks
npx tsc --noEmit

# Test hook dependencies
npm list

4. Coverage Testing

Verify all 64 skills have:

  • Entry in skill-rules.json
  • At least 1 promptTrigger
  • At least 1 pathPattern (or valid reason for none)
  • Triggers match skill description

Test Scenarios

Scenario 1: Keyword Activation

Skills to test:

  • rag-implementer (trigger: "RAG", "vector", "embedding")
  • security-engineer (trigger: "auth", "security")
  • api-designer (trigger: "API", "endpoint")
  • mvp-builder (trigger: "MVP", "feature prioritization")

Test:

  1. Use trigger keywords in prompt
  2. Verify skill is suggested
  3. Check relevance score

Read the full file on GitHub · 330 lines

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. 6d ago First seen · 330 lines · 0 tokens per session scan B cdffd58ed85b

Subscribe to this mod's changes

skill-tester-agent is an agent published in the GitHub repository daffy0208/ai-dev-standards (36 stars, last pushed 8mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,748 tokens. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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