mcpbeat Sign in

Discover Testing Agent Skill

Use this skill when you need to route a request to the right testing skill before execution; triggers include discover testing, testing skill router, and which testing skill.

10k tokens
context cost
the whole folder, loaded on every use
33
files
ships runnable scripts
0
copies elsewhere
how many repositories repackaged it
144
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/naodeng/awesome-qa-skills --skill discover-testing

What comes with it

38 863 bytes besides the instruction
README.md
agents/openai.yaml
evals/cases/basic-success.yaml
evals/cases/edge-incomplete-input.yaml
evals/cases/edge-narrow-recommendation.yaml
evals/eval.yaml
output-formats.md
output-templates/template-csv.csv
output-templates/template-excel.tsv
output-templates/template-json.json
output-templates/template-markdown.md
output-templates/template-word.md
output-templates/template-xmind.md
prompts/discover-testing.md
reference.md
scripts/batch_convert_templates.py
scripts/convert_formats.py
scripts/convert_output_formats.py
scripts/convert_to_csv.py
scripts/convert_to_excel.py
scripts/convert_to_json.py
scripts/convert_to_markdown.py
scripts/convert_to_word.py
scripts/convert_to_xmind.py
scripts/parse_csv.py
scripts/parse_excel.py
scripts/parse_formats.py
scripts/parse_json.py
scripts/parse_markdown.py
scripts/parse_output_formats.py
scripts/parse_word.py
scripts/parse_xmind.py

The instruction itself

7 sections, as written by the author

Testing Skill Discovery (English)

中文版: See the corresponding Chinese skill.

When to Use

  • Need to decide which testing skill should be used before execution.
  • The request mixes multiple testing directions or phases.

Workflow

  • Read the user request and identify the primary testing goal and stage.
  • Follow the routing prompt under prompts/: pick 1 primary skill; add at most 1 helper only when needed.
  • Hand the request to the target skill; do not execute the full testing work inside this router skill.

Core Constraints

  • Recommend few skills — avoid menu dumping.
  • If the target skill is already obvious, say so directly.
  • Make the route actionable: name the skill and the reason.

Progressive Disclosure

  • Before producing output, read and follow prompts/discover-testing.md (minimum coverage, output structure, quality bar).
  • When Excel/CSV/JSON/Word is requested: read output-formats.md and honor the format.
  • When a ready-made template fits: use matching files under output-templates/.
  • For format conversion or helper checks: prefer existing scripts/ over reinventing.
  • For evaluating/regressing this skill: use evals/ with skill-up.
  • For step ↔ prompt mapping: read reference.md.

Pre-delivery Checklist

  • [ ] Followed the main prompt's output structure
  • [ ] Minimum coverage focus: main goal, best-fit primary skill, optional supporting skill, why this choice fits, next step to continue work (details in main prompt)
  • [ ] Covered the minimum checklist, or explained omissions
  • [ ] High-risk items have explicit priority
  • [ ] Did not invent details the user did not provide
  • [ ] Assumptions and gaps are marked

Common Pitfalls

  • Do not recommend many skills at once.
  • Do not turn skill selection into full test execution.
  • Do not pretend a route is complete when information is insufficient.

Other skills for the same job

different authors, same section of the catalogue
Webapp Testing
by anthropics
vendor ×12

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

6k tokens scripts
Finishing A Development Branch
by ZhanlinCui
×7

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

1k tokens
Test Driven Development
by w95
×7

Use when implementing any feature or bugfix, before writing implementation code

2k tokens
Systematic Debugging
by ratacat
×7

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

10k tokens scripts
Verification Before Completion
by ZhanlinCui
×6

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

1k tokens
Backtest Expert
by BaggaT236
×3

Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, stress-testing, or validating quantitative trading strategies. Covers "beating ideas to death" methodology, parameter robustness testing, slippage modeling, bias prevention, and interpreting backtest results. Applicable when user asks about backtesting, strategy validation, robustness testing, avoiding overfitting, or systematic trading development.

15k tokens scripts
Adaptyv
by christophacham
×3

Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.

16k tokens
Aeon
by christophacham
×3

This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.

19k tokens

How to use it

Copy the folder

Take naodeng/discover-testing from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.