behavior-validation skill
Validates a running application, CLI, API, service, or generated artifact as a user or operator against a prewritten observable behavior contract while remaining source-blind. Use for acceptance checks, runtime proof, anti-fake probes, release smoke tests, or an independent companion to code review. Not for source-quality findings, root-cause diagnosis, or visual design judgment outside the contract.
- GitHub stars
- 100
- Files
- 3
- Last commit
- Aug 26, 2026
- License
- MIT
- Allowed tools
- —
What does the behavior-validation skill do?
behavior-validation validates a running application, CLI, API, service, or generated artifact as a user or operator against a prewritten observable behavior contract while remaining source-blind. Use for acceptance checks, runtime proof, anti-fake probes, release smoke tests, or an independent companion to code review. Not for source-quality findings, root-cause diagnosis, or visual design judgment outside the contract.
How to install the behavior-validation skill
Each command copies the skill folder into the client's skills directory. Restart the client or start a new session to load it.Install the behavior-validation skill in Plugin
/plugin marketplace add thiientv/godmode /plugin install godmode@godmode
Install the behavior-validation skill in Claude Code
~/.claude/skills/behavior-validation/SKILL.md
$ npx degit thiientv/godmode/skills/behavior-validation ~/.claude/skills/behavior-validationInstall the behavior-validation skill in Claude Code (project)
.claude/skills/behavior-validation/SKILL.md
$ npx degit thiientv/godmode/skills/behavior-validation .claude/skills/behavior-validationInstall the behavior-validation skill in Codex
~/.agents/skills/behavior-validation/SKILL.md
$ npx degit thiientv/godmode/skills/behavior-validation ~/.agents/skills/behavior-validationInstall the behavior-validation skill in Gemini CLI
~/.gemini/skills/behavior-validation/SKILL.md
$ npx degit thiientv/godmode/skills/behavior-validation ~/.gemini/skills/behavior-validationInstall the behavior-validation skill in Claude.ai
npx degit thiientv/godmode/skills/behavior-validation behavior-validation && zip -r behavior-validation.zip behavior-validation # claude.ai → Customize → Skills → + → Create skill → Upload a skill → behavior-validation.zip
SKILL.md
View on GitHubBehavior Validation
Judge what the product does, not how its source appears to do it.
Establish isolation
Write or read the behavior contract before exercising the target. Use behavior-contract.md. The contract must name user tasks, expected outcomes, setup, allowed interfaces, negative cases, and required evidence.
Do not inspect source, diffs, internal tests, Git history, or implementation
notes during validation. Interact only through public browser, CLI, API,
artifact, accessibility, or operator surfaces. If source is required, mark the
clause blocked and hand it to root-cause-debugging.
Exercise the contract
- Run each task through the same entry point a real user or operator uses.
- Vary input and state to detect hard-coded success, stale data, or display-only behavior.
- Test invalid, empty, interrupted, retry, persistence, and permission paths where the contract makes them relevant.
- Capture redacted screenshots, terminal excerpts, response summaries, or artifact facts.
- Mark every clause pass, fail, blocked, or out of scope. Lack of evidence is not a pass.
When a finding is fixed, rerun the failed clause and nearby regression probes; do not rerun unrelated expensive scenarios without reason.
Completion condition
Every relevant contract clause has a status and reproducible evidence, anti-fake probes were attempted, secrets and private data were excluded, and the report does not infer implementation defects from observable symptoms.
Files in this skill
3behavior-validation skill questions
How do I install the behavior-validation skill in Claude Code?
Run npx degit thiientv/godmode/skills/behavior-validation ~/.claude/skills/behavior-validation. Claude Code loads skills from ~/.claude/skills (all projects) or .claude/skills (one project) and uses a skill when its description matches the task.
Which clients can use the behavior-validation skill?
Any client that reads the Agent Skills format: Claude Code, Codex, Gemini CLI and claude.ai (upload as a ZIP). Scripts in the skill run only where the client allows code execution.