ahk-consultant

ahk-consultant is a skill for Claude Code from enmanuelmag/agent-harness-kit. It costs 35 tokens per session (464 once invoked), scanned A, original, Apache-2.0.

A Shopify product skill that assigns each product a category from Shopify's standard product taxonomy. A product taxonomy is a shared classification system for organizing products.

In plain words
What is it for?
Use it to classify products from their titles, types, tags, and related details, optionally limiting the work to a collection and previewing changes before applying them.
Why use it?
Products without an appropriate standard category are harder for shopping systems and AI agents to match to a shopper's request. The skill finds products that are uncategorized or categorized incorrectly.

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 classify products from their titles, types, tags, and related details, optionally limiting the work to a collection and previewing changes before applying them.

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

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/enmanuelmag/agent-harness-kit/ahk-consultant"><img src="https://agentmods.dev/badge/skills/enmanuelmag/agent-harness-kit/ahk-consultant.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 464 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 29
    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 36
    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 $0.00464
Opus 5 $0.00017 $0.00232
Sonnet 5 $0.00007 $0.00093
Haiku 4.5 $0.00003 $0.00046

Measured 4d ago against content hash 455daebc047d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

ahk-consultant 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 4d 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-consultant/SKILL.md · 38 lines

How it starts

The opening of the file, as written. The whole thing — 38 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 consultation mode. The user's topic: $ARGUMENTS

Rules

  • NO MCP calls — no tasks., no actions.
  • NO health.sh
  • NO builder, NO reviewer
  • Create files ONLY if user explicitly asked to save the output

Process

  1. Invoke Explorer as a subagent:

    "Read-only context gathering — no MCP harness. The user wants technical advice on: $ARGUMENTS. Map the relevant codebase — existing patterns, current implementation, relevant dependencies. Return findings as plain structured text."

  2. Invoke Consultant as a subagent in direct consultation mode, passing Explorer's output:

    "Direct consultation — no MCP harness, no task. User's topic: $ARGUMENTS. Explorer found: [explorer output]. Provide structured technical advice. The provider has already injected available skills into your context — check what skills you are aware of, identify which are relevant to this topic, and reference them explicitly in your advice. If no installed skills seem relevant to the topic, recommend running npx autoskills to fetch appropriate skill packs."

  3. Synthesize a final response for the user.

Output structure

  • Context — brief summary of relevant codebase state
  • Advice — consultant's structured recommendations
  • Relevant skills — skills from your context that apply, OR npx autoskills recommendation if none match
  • Risks & warnings — what could go wrong with the proposed approach

Read the full file on GitHub · 38 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. 4d ago Changed · +9 lines 455daebc047d
  2. 11d ago First seen · 29 lines · 35 tokens per session scan A 2a3c77590530

Subscribe to this mod's changes

ahk-consultant is a skill published in the GitHub repository enmanuelmag/agent-harness-kit (181 stars, last pushed 3d ago), licensed Apache-2.0. It adds 35 tokens to every session and 464 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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