start-here is a skill in phuryn/product-engineering, last changed 8 Nov 2026. It can touch credentials, run shell commands and reach the network — read the findings before installing.

From the author
Where to start, and what comes next, along the product lifecycle: from a new idea, new evidence, an agreed change, a bug or a release to the next step and the skill that does it. Started by name only: /product:start-here in Claude Code, $product:start-here in Codex.

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

58/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.

  • Touches credentials

    It reads, asks for or contains keys, tokens, passwords or similar secrets.

    SKILL.md:117 (opens in a new tab)

  • Runs shell commands

    Its instructions or files give the agent commands to run on your computer.

  • Reaches the network

    It sends or fetches data over the internet, for example with curl, an HTTP library or a package install.

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

      Fields outside the spec: argument-hint (read by Claude Code and VS Code) and disable-model-invocation (read by Claude Code and VS Code). Uploads to the Claude apps and API, and the spec's validator, reject the file; most agents ignore these fields. O1

      Fix: Delete them for a portable skill, or keep them if you only target the agents that read them.

    • 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 apps & API uploadFails

    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.

    • Error

      Upload and packaging fail on fields outside the spec: argument-hint and disable-model-invocation. O1

      Fix: Delete them, and keep your own data under metadata as text values.

    • Note

      The description is 266 characters. The claude.ai Help Center says 200 at most, though Anthropic's API docs and validator allow 1,024. D4

      Fix: If the claude.ai upload refuses it, trim the description to 200 characters.

  • OpenAI (Codex & API)Passes with warnings

    Codex finds SKILL.md by its exact name and needs a description; OpenAI's Skills API checks the frontmatter against the spec and caps uploads.

    • Warning

      Fields outside the spec: argument-hint and disable-model-invocation. Codex ignores them; OpenAI doesn't say whether its upload accepts them. O1

      Fix: Delete them, or move your own data under metadata as text values.

  • VS Code & CopilotPasses

SKILL.md

Files

More from phuryn/product-engineering

SkillQAI IndexWhat it can touchPattern checkLicenceUpdated
63/QI
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58/QI
  • Touches credentials
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All skills in phuryn/product-engineering

Other Product & project management skills

Same category, most repo stars first.

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74/QI
  • Runs shell commands
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Pattern check: Nothing flaggedMIT3 Nov 2026
writing-plansUse when you have a spec or requirements for a multi-step task, before touching code

obra/superpowers

77/QI
  • Instructions only

Pattern check: Nothing flaggedMITUpdated 25 Sept 2026

77/QI
  • Instructions only
Pattern check: Nothing flaggedMIT25 Sept 2026
77/QI
  • Changes agent settings
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77/QI
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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

Pattern check: Nothing flaggedApache 2.0Updated 17 Aug 2026

84/QI
  • Names web addresses
Pattern check: Nothing flaggedApache 2.017 Aug 2026
69/QI
  • Runs shell commands
  • Pre-approves tools
Pattern check: 1 item to reviewMIT8 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