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 AlanHuang168/AI-Project-Workflow --skill reviewgit clone --depth 1 https://github.com/AlanHuang168/AI-Project-WorkflowWrote 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/alanhuang168/ai-project-workflow/review)<a href="https://agentmods.dev/skills/alanhuang168/ai-project-workflow/review"><img src="https://agentmods.dev/badge/skills/alanhuang168/ai-project-workflow/review/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/alanhuang168/ai-project-workflow/review"><img src="https://agentmods.dev/badge/skills/alanhuang168/ai-project-workflow/review.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 | $0.00000 | $0.00602 |
| Opus 5 | $0.00000 | $0.00301 |
| Sonnet 5 | $0.00000 | $0.00120 |
| Haiku 4.5 | $0.00000 | $0.00060 |
Grade A, and why
review 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 10d 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 — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.
name: review description: Review consistency between PRD, Architecture, SDD, Test Plan, and code. Identify scope creep, missed requirements, security, performance, maintainability, and test issues. Use when entering review or invoking /review. version: 1.0.0 stage: review
Goal
Review the implementation against the approved documents and produce an actionable review report.
Use Cases
- The user invokes
/review. - The user asks to check whether code matches design.
- Implementation is complete and the project is entering release readiness checks.
Preconditions
implis complete.- PRD, Architecture, SDD, Test Plan, and relevant code are readable.
Required Context
AGENTS.md.ai-workflow/state.jsoncore/templates/REVIEW.template.mddocs/PRD.mddocs/ARCH.mddocs/SDD.mddocs/TEST.md- Relevant source and test files
Inputs
- Current implementation.
- Upstream documents.
- Existing
docs/REVIEW.md, if present.
Allowed Changes
docs/REVIEW.md.ai-workflow/state.json- By default, do not modify code.
Steps
- Read upstream documents and code.
- Check consistency across PRD, Architecture, SDD, Test Plan, and code.
- Identify scope creep and missed requirements.
- Check security, performance, maintainability, error handling, and test completeness.
- Classify issues as blocking or non-blocking and provide remediation advice.
- Write
docs/REVIEW.md. - If blocking issues exist, keep
currentStage = "review"and recordblocked = truewith the reason. - If no blocking issues exist, add
reviewtocompletedStages, setcurrentStage = "deploy", and update the timestamp.
Outputs
docs/REVIEW.md
Acceptance Criteria
- The report includes review summary, blocking issues, non-blocking issues, document consistency, code quality, test coverage, security risks, and release recommendation.
- Every blocking issue includes file location, impact, and remediation advice.
- No unverified claim is reported as passed.
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.
- 10d ago First seen · 83 lines · 0 tokens per session scan A 2f4346e4e925
review is a skill published in the GitHub repository AlanHuang168/AI-Project-Workflow (28 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 602 tokens. 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 2026-08-30.
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