work-humanizer is a skill in phuryn/product-engineering, last changed 28 Oct 2026. It can bundle scripts.

From the author
'Make this sound human', 'less AI': edit AI-sounding work writing so a careful person could have written it, without changing what it says.

At a glance

What it can touch

How much a skill can do, not whether it is risky.

Pattern check

Nothing flagged

That isn't proof the skill is harmless.

Commit bdb2389 · 11 Nov 2026

How the check works

Pattern check: nothing flagged

That isn't proof the skill is harmless.

QAI Index

57/QI

We rate every listed skill the same way, from 0 to 100.

A guide to compare by, not a verdict on the skill.

How it's scored

How the QAI Index is scored

Adoption · up to 40
GitHub stars on the repo that holds the skill, shared among its skills, and copies of the skill in other repos.
Quality · up to 30
Our pattern check, the format check, a named licence and a description of a sentence or more.
Upkeep · up to 20
How recently the skill's folder changed.
Trust · up to 10
An official collection, or an organisation that has confirmed its domain with GitHub.

Install

Each tab says whether it installs commit bdb2389, the one we checked, or the latest version.

Read SKILL.md first
MIT
Licence
530
Repo stars
Publisher
Files

What it can touch

From the files and frontmatter at commit bdb2389. This is how much a skill can do, not whether it is risky.

  • Bundles scripts

    The folder holds code files the agent may run.

Pattern check

Pattern check: nothing flagged · commit bdb2389 · 11 Nov 2026

We checked every text file in this skill, at commit bdb2389 on 11 Nov 2026, against 45 published patterns such as download-and-run commands, hidden text and credential access. We don't run the skill, we don't read the web pages it points to, and we can't judge everything its instructions might lead an agent to do. In published tests, pattern checks like this one missed most malicious skills. Read the skill before you install it — especially anything it asks you to download or run.

How the check worksReport an incorrect finding

Format check

Each agent reads SKILL.md a little differently. We check the file against each one's published rules; we don't run the skill in any agent.

  • Agent Skills specPasses with warnings

    The open format from agentskills.io, held to the strictest version of each rule among the agents we check.

    • Warning

      The body is about 5,354 tokens (approx.); the spec suggests under 5,000. B2

      Fix: Move detail into reference files that the agent reads only when needed.

    • Note

      The description doesn't say when to use the skill. D6

      Fix: Add a sentence such as "Use when …" naming the requests or files that should trigger it.

    • Note

      There is no license field, so readers can't tell whether they may reuse the skill. O2

      Fix: Add license: with an SPDX name such as MIT or Apache-2.0, or the name of a bundled licence file.

  • Claude CodePasses

    Claude Code reads its own extra fields, ignores unknown ones, and still loads a skill whose frontmatter is broken, without its fields.

    • Note

      The body is about 5,354 tokens (approx.); the spec suggests under 5,000. After compaction Claude Code keeps only the first 5,000 tokens of a skill. B2

      Fix: Move detail into reference files that the agent reads only when needed.

  • Claude apps & API uploadPasses

    Uploading to claude.ai or the Claude API, or packaging with Anthropic's script, accepts only the six spec fields and stops on anything else.

    • Note

      The body is about 5,354 tokens (approx.); the spec suggests under 5,000. Anthropic's guidance says the same. B2

      Fix: Move detail into reference files that the agent reads only when needed.

  • OpenAI (Codex & API)Passes
  • VS Code & CopilotPasses

SKILL.md

Files

More from phuryn/product-engineering

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  • Installs more skills
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All skills in phuryn/product-engineering

Other Writing & content skills

Same category, most repo stars first.

SkillQAI IndexWhat it can touchPattern checkLicenceUpdated
76/QI
  • Instructions only
Pattern check: Nothing flaggedMIT27 Sept 2026
71/QI
  • Runs shell commands
Pattern check: Nothing flaggedMIT11 Jun 2026
academy-guideStop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching courses, tutorials, and use cases from Claude Academy (academy.claude.com), Anthropic's learning hub. Trigger on: "how do I", "how can I", "getting started with", "what can Claude do", "teach me", "learn to use"; questions about artifacts, projects, skills, plugins, connectors, MCP; requests about rolling Claude out to a team, class, or organization; and any ask for training materials, onboarding content, or learning resources. Use it when the user is learning how to use a feature or product — not when they are mid-task and just want the task done. This skill composes with other skills: after consulting product documentation to answer how a Claude feature works, also check here for a matching course or tutorial — a docs-grounded answer and an Academy recommendation belong together. Only recommend on a strong match; never invent Academy content.

anthropics/skills

82/QI
  • Names web addresses

Pattern check: Nothing flaggedApache 2.0Updated 18 Aug 2026

82/QI
  • Names web addresses
Pattern check: Nothing flaggedApache 2.018 Aug 2026
discernment-nudgeAfter you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections, analysis or interpretation of data, factual claims they may rely on, or a multi-step argument — invoke this skill BEFORE finalizing your reply and then, if it applies, append 2-3 short follow-up questions, each tied to something specific in what you just produced, that help the user check key facts, probe the reasoning or assumptions, and notice missing context. Do this at most once per conversation. Skip it when the user asked a trivial how-to or simple lookup, wants a purely educational explanation, asked you only to format, convert, or assemble a file from content they provided, is writing code they will run, is doing creative writing or casual chat, or already asked you to double-check, cite, or review — the skill file explains these boundaries and the exact output format.

anthropics/skills

84/QI
  • Names web addresses

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84/QI
  • Names web addresses
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document-generateGenerate missing documentation from scratch for a feature, module, or entire project. (gstack)

garrytan/gstack

69/QI
  • Runs shell commands
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Pattern check: 1 item to reviewMITUpdated 2 Nov 2026

69/QI
  • Runs shell commands
  • Reaches the network
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Pattern check: 1 item to reviewMIT2 Nov 2026
document-releaseRelease documentation audit. (gstack)

garrytan/gstack

64/QI
  • Touches credentials
  • +4 more

Pattern check: 1 item to reviewMITUpdated 7 Nov 2026

64/QI
  • Touches credentials
  • Runs shell commands
  • +3 more
Pattern check: 1 item to reviewMIT7 Nov 2026

Repo facts from GitHub on 11 Nov 2026. Files read at commit bdb2389.

QAI did not write these skills and is not affiliated with their authors unless a page says so. Logos and icons belong to their owners and are not a mark of approval. How we check