AI Decision System
Replayable, offline-verifiable records for AI-assisted go/no-go decisions: experiment promotions, typed model answers and human-approved actions.
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Don't just review the agent's code; put it through the gauntlet.
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開發工具TypeScript · GoGitHub @Codagent-AI自行安裝營運者未確認
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Agent Validator is a configurable feedback runner for AI-assisted development workflows. It runs the checks and AI reviews that apply to the files that changed, records structured runtime state, and supports agent skills that can fix and rerun failures until validation passes.
Use it when you want an agent to work inside an external validation loop: build, lint, test, review, fix, rerun.
• Node.js 18 or newer
• Git
• Optional review CLIs: Claude Code, Codex, Gemini, GitHub Copilot, Cursor, or OpenCode檢視完整 README ↗Agent Validator is a configurable feedback runner for AI-assisted development workflows. It runs the checks and AI reviews that apply to the files that changed, records structured runtime state, and supports agent skills that can fix and rerun failures until validation passes.
Use it when you want an agent to work inside an external validation loop: build, lint, test, review, fix, rerun.
Requirements:
Install and initialize:
npm install -g agent-validator
agent-validate init
agent-validator is also installed as an alias, but the CLI help and generated docs use agent-validate.
After init, run /validator-setup from your coding agent to discover project tooling and write the first checks into .validator/config.yml.
task-compliance, activated with --enable-review.cli:
default_preference:
- claude
adapters:
claude:
allow_tool_use: false
thinking_budget: low
model: claude-sonnet-5-5
entry_points:
- path: "."
exclude:
- validator_logs
- .validator
checks:
- test:
command: npm test
- lint:
command: npm run lint
reviews:
- all-reviewers:
builtin: all-reviewers
This uses the preferred reviewer from the latest review evals. Measured on the all-reviewers eval fixture (56 seeded issues):
| Option | Adapter | Model | thinking_budget | Recall | Precision | Cost / review |
|---|---|---|---|---|---|---|
| Preferred | claude | claude-sonnet-5-5 | low | 0.82 | 0.93 | ~$0.24 |
| Codex | codex | gpt-6-sol | medium | 0.70 | 0.74 | ~$0.15 |
See Recommended Reviewer Configurations for details. The 2026-10-15 end-to-end eval explains why the cheaper Haiku 5.5 is not recommended: its extra false positives cost more in fixing time and broken code than it saves on review.
Inline checks and reviews are defined inside entry_points. File-based gates are also supported under .validator/checks/ and .validator/reviews/.