ahk-review

ahk-review is a skill for Claude Code from enmanuelmag/agent-harness-kit. It costs 35 tokens per session (717 once invoked), scanned A, original, Apache-2.0.

A lightweight code-review guide that compares a proposed change with its ticket or objective. It performs read-only investigation and produces a review rubric without changing project or harness data.

In plain words
What is it for?
Use it to prepare a review, inspect relevant skills and files, and assess objective alignment without creating tasks or making edits.
Why use it?
It helps expose mismatches between what a change is called, what it claims to do, and what it actually does.

Skill for Claude Code

Written for Claude Code: $ARGUMENTS substitution. Also seen: mentions subagents; installed under .agents/ (shared by several agents).

Good fit Use it to prepare a review, inspect relevant skills and files, and assess objective alignment without creating tasks or making edits.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/enmanuelmag/agent-harness-kit/ahk-review
Install

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.

Any agent
npx skills add enmanuelmag/agent-harness-kit --skill ahk-review
Clone the repo
git clone --depth 1 https://github.com/enmanuelmag/agent-harness-kit

Made for: Claude Code.

Wrote 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.

agentmods badge for ahk-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/enmanuelmag/agent-harness-kit/ahk-review/github.svg)](https://agentmods.dev/skills/enmanuelmag/agent-harness-kit/ahk-review)
Your own site
<a href="https://agentmods.dev/skills/enmanuelmag/agent-harness-kit/ahk-review"><img src="https://agentmods.dev/badge/skills/enmanuelmag/agent-harness-kit/ahk-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.

agentmods 80×15 button for ahk-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/enmanuelmag/agent-harness-kit/ahk-review"><img src="https://agentmods.dev/badge/skills/enmanuelmag/agent-harness-kit/ahk-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 35 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 717 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to medium

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 →

  • medium MCP Rug Pull · line 28
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
  • medium MCP Rug Pull · line 46
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00035 $0.00717
Opus 5 $0.00017 $0.00358
Sonnet 5 $0.00007 $0.00143
Haiku 4.5 $0.00003 $0.00072

Measured 6d ago against content hash 5405c6f28e14, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

ahk-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 6d 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.

.agents/skills/ahk-review/SKILL.md · 55 lines

How it starts

The opening of the file, as written. The whole thing — 55 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Provider Delegation Guidance

  • Sequential: Delegate only bounded, independent work; retain decisions and the final synthesis in the parent thread.
  • Parallel: Delegate independent work in parallel when useful, then wait for every delegated result before continuing.
  • Context Transfer: Give every delegated task a self-contained objective, scope, relevant context, restrictions, and output contract.
  • Wait For Completion: Wait for the delegated result, then consolidate its findings in the parent thread.
  • Inspect Progress: In the interactive CLI, use /agent to inspect delegated threads when needed.

You are in lightweight review mode. The ticket/objective: $ARGUMENTS

If $ARGUMENTS is empty, ask the user to provide the ticket guidelines or objective before doing anything else.

Rules

  • NO MCP calls — no tasks., no actions., no tasks.acceptance.update, no other MCP write of any kind
  • NO health.sh unless explicitly relevant to the objective
  • NO builder, NO reviewer
  • Create files ONLY if user explicitly asked to save the output
  • This is a preview/rubric generator, not the official reviewer — it never mutates harness state

Process

  1. Proactively enumerate the skills currently available/installed in your context and decide which are relevant to the objective. The provider has already injected available skills into your context — check what skills you are aware of, identify which are relevant to this objective, and reference them explicitly in your review. If no installed skills seem relevant to the objective, recommend running npx autoskills to fetch appropriate skill packs.

  2. Invoke Explorer as a subagent with this exact instruction:

    "Read-only review investigation — no MCP harness, no task creation. Ticket/objective: $ARGUMENTS. Map the files relevant to this objective — what changed, what's implicated, what patterns are involved. Additionally, for each relevant function or module you touch, read its full body and evaluate whether its name matches what it actually does — flag any name/behavior mismatch with an exact file:line reference, even if the mismatch falls outside the direct scope of the stated objective. Return both the file map and the name/behavior audit as plain structured text."

Read the full file on GitHub · 55 lines

Changes

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.

  1. 6d ago Changed · +9 lines 5405c6f28e14
  2. 12d ago First seen · 46 lines · 35 tokens per session scan A 8819d521578c

Subscribe to this mod's changes

ahk-review is a skill published in the GitHub repository enmanuelmag/agent-harness-kit (181 stars, last pushed today), licensed Apache-2.0. It adds 35 tokens to every session and 717 once invoked, about $0.0002 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 2026-08-30.

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