brainstorming
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
Skills 둘러보기
개발 및 엔지니어링 · SKILL.md
testing-and-validation
testing-and-validationRun and interpret PettingZoo compliance, seed, render, max-cycles, save-observation, and safe native validation checks.
Independent GitHub snapshot · Automated classification · Original documentation governs
Skill 문서
GitHubname: testing-and-validation description: "Run and interpret PettingZoo compliance, seed, render, max-cycles, save-observation, and safe native validation checks." disable-model-invocation: true metadata: disco-role: operating license: NOASSERTION
Testing And Validation
Use this sub-skill when an agent needs to run or interpret PettingZoo validation: api_test, parallel_api_test, seed checks, render checks, max_cycles checks, save-observation checks, CI-safe test selection, or failures from compliance helpers.
Read Or Run
- Read compliance tests when choosing a PettingZoo helper, setting bounded cycles, building CI commands, or interpreting pass signals and common assertions.
- Read native test selection when deciding whether a repo-native test or example is safe, optional-extra gated, GUI/ROM gated, or too heavy for default validation.
- Read troubleshooting when a validation failure mentions space identity, live-agent keys, revived agents, action masks, seeding, render return types,
max_cycles, or excessive runtime. - Run run_compliance_checks.py when you need a safe CLI around installed
pettingzoo.testhelpers for a module factory such asmy_pkg.my_env_v0:parallel_env.
Route Elsewhere
- For fixing a custom AEC or Parallel environment implementation after a test identifies the broken contract, use ../custom-environments/SKILL.md.
- For wrapper ordering, conversion wrappers,
AgentSelector,save_observation, or utility-wrapper behavior, use ../wrappers-and-utilities/SKILL.md. - For basic rollout loops, action sampling, reset/step lifecycle, or headless smoke checks that are not compliance tests, use ../use-environments/SKILL.md.
- For missing optional family dependencies, Atari ROM requirements, or display/rendering prerequisites, use ../environment-families/SKILL.md.
Default Stance
Start with bounded, headless API and seed checks. Keep render, human render mode, max_cycles, performance benchmarks, observation-image saving, optional-family tests, ROM-backed environments, and training examples opt-in unless the user explicitly asks for broader validation.