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 Kevin-Liu-01/Agent-Machines --skill read-and-reviewgit clone --depth 1 https://github.com/Kevin-Liu-01/Agent-MachinesWrote 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/kevin-liu-01/agent-machines/read-and-review)<a href="https://agentmods.dev/skills/kevin-liu-01/agent-machines/read-and-review"><img src="https://agentmods.dev/badge/skills/kevin-liu-01/agent-machines/read-and-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/kevin-liu-01/agent-machines/read-and-review"><img src="https://agentmods.dev/badge/skills/kevin-liu-01/agent-machines/read-and-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Rogue Agent · line 65 Skill modifies its own code, configuration, or behavior at runtime. Self-modification enables an agent to escalate privileges, disable safety constraints, or install persistent backdoors.Fix: Prevent the skill from modifying its own code, SKILL.md, or configuration files. Treat skill files as read-only at runtime.
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 | $0.00057 | $0.00775 |
| Opus 5 | $0.00028 | $0.00387 |
| Sonnet 5 | $0.00011 | $0.00155 |
| Haiku 4.5 | $0.00006 | $0.00077 |
Grade A, and why
read-and-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 9d 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 — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Read and Review
When to use
The user shares an external reference (RFD, paper, blog post, library docs, postmortem) and wants its lessons applied to the codebase. The reference contains principles that may reveal latent bugs, missing documentation, or anti-patterns in existing code.
Workflow
1. Read and extract rules
Read the reference thoroughly. Extract a numbered list of concrete, testable rules. Each rule should be:
- Falsifiable: you can check whether code violates it
- Scoped: applies to a specific pattern, not "write good code"
- Actionable: a violation has a known fix
Example from Oxide RFD 397:
- Never hold
tokio::sync::Mutexacross.await - Document cancellation-safety contracts on async functions
tokio::time::timeoutdoes not cancel the server, only the clienttry_join!cancels remaining futures when any one fails
2. Dispatch audit subagents
Send parallel subagents to search the codebase for violations:
- Code reviewer subagent: review recently changed files against the extracted rules. Report findings with severity levels.
- Explorer subagent: search the broader codebase for the specific
patterns the rules warn about (e.g.,
tokio::sync::Mutex,tokio::select!,try_join!). Report each occurrence with file path, line numbers, and whether it's safe or a violation.
3. Triage findings
Classify each finding:
- Must fix: violates the rule and can cause data corruption, state desync, or silent failure
- Should fix: violates the rule but impact is bounded (e.g., test flakiness, misleading error variant)
- Document: the code is correct but the reason it's safe is not obvious; add a comment explaining why
- Not applicable: the pattern is present but the rule doesn't apply
(e.g.,
timeoutaround a stateless probe is fine)
4. Fix violations
Fix must-fix and should-fix items. For each fix:
- Make the minimal change that resolves the violation
- Add or update documentation explaining the safety argument
- Run tests to confirm no regressions
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.
- 9d ago First seen · 90 lines · 57 tokens per session scan A 2100f87851f2
read-and-review is a skill published in the GitHub repository Kevin-Liu-01/Agent-Machines (29 stars, last pushed yesterday), licensed MIT. It adds 57 tokens to every session and 775 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 2026-09-03.
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code-review
When the user wants a thorough code review of changes, a PR, a file, or a feature branch. Use when the user says "review this," "code review," "check my code," "what's wrong with this," "review my PR," "look over this," "critique this," "review before merge," or when submitting code for quality assessment. Performs…
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Schedule recurring agent tasks via Holix built-in gateway cron (not crontab or custom scripts).
review-guidelines
Additional code review guidelines specific to this codebase. Auto-loaded by the review agent during PR reviews to enforce project conventions.
quick-review
Review a code diff or file for correctness bugs, security issues, and clear simplifications. One finding per line, severity-tagged. Use when user wants fast, focused code review.