Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add zhangguangzhi001-bot/ai-project-guard --skill validate-guardgit clone --depth 1 https://github.com/zhangguangzhi001-bot/ai-project-guardWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/zhangguangzhi001-bot/ai-project-guard/validate-guard)<a href="https://agentmods.dev/skills/zhangguangzhi001-bot/ai-project-guard/validate-guard"><img src="https://agentmods.dev/badge/skills/zhangguangzhi001-bot/ai-project-guard/validate-guard/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/zhangguangzhi001-bot/ai-project-guard/validate-guard"><img src="https://agentmods.dev/badge/skills/zhangguangzhi001-bot/ai-project-guard/validate-guard.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00053 | $0.00871 |
| Opus 5 | $0.00026 | $0.00436 |
| Sonnet 5 | $0.00011 | $0.00174 |
| Haiku 4.5 | $0.00005 | $0.00087 |
Grade A, and why
validate-guard scanned grade A with 0 findings 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 12d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 117 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Validate Guard
Validate existing AI Project Guard governance files in the current project.
This skill is read-only guidance for Claude Code. As the CLI matures, prefer the CLI's validate command when available. Until then, use this workflow to inspect generated files safely.
When to Use
- User wants to verify governance files after running
ai-project-guard init. - User asks for "验证治理文件", "validate guard", "check guardrails", "audit governance quality".
- User runs
/validate-guard.
Core Pattern
1. File existence check
Verify all required files exist:
CLAUDE.md
CLAUDE.architecture.md
CLAUDE.lessons.md
CLAUDE.local.md
.claude/agents/apg-architecture-reviewer.md
.claude/agents/apg-implementation-engineer.md
.claude/agents/apg-code-reviewer.md
.claude/agents/apg-fix-bug.md
.claude/agents/apg-refactor-guardian.md
.claude/agents/apg-lessons-curator.md
.claude/commands/apg-daily-start.md
.claude/commands/apg-daily-review.md
.claude/commands/apg-diagnose.md
.claude/commands/apg-quick-bugfix.md
.claude/commands/apg-risky-plan.md
.claude/commands/apg-verify.md
.claude/commands/apg-requirement-clarify.md
.claude/workflows/apg-workflows.md
.claude/workflows/apg-workflow-diagnosis.md
.claude/workflows/apg-workflow-bugfix.md
.claude/workflows/apg-workflow-new-feature.md
.claude/workflows/apg-workflow-dangerous-module.md
.claude/workflows/apg-workflow-requirement-clarify.md
2. Content quality checks
| Check | What to look for |
|---|---|
| Dangerous modules | Must not be empty or contain only TODO |
| Lessons | Must not be entirely generic template text |
| Local context | Must contain current branch/focus |
| Contract Guard | Must list actual project contracts, not only TODO |
| Test commands | Must look plausible and project-specific |
3. Reference integrity
- Workflows that reference agents should list agent names that exist.
- Commands that reference workflows should list workflow files that exist.
4. Secret detection
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.
- 12d ago First seen · 117 lines · 53 tokens per session scan A 96ed23ee6799
validate-guard is a skill published in the GitHub repository zhangguangzhi001-bot/ai-project-guard (5 stars, last pushed 1mo ago), licensed MIT. It adds 53 tokens to every session and 871 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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