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SKILL verified MIT Self-run

Explain

skill-a1f-agent-templates-explain · by a1f

Use when the user wants a dead-simple, plain-words explanation of a slice or a PR — why we need it, what it is, what changes — or invokes /explain.

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Install

$ agentstack add skill-a1f-agent-templates-explain

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
2mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

Explain

Explain a slice or a PR in plain words — for someone who has never seen the code.

Do it the way Thing Explainer does — hard things in common words, so a pencil becomes a "writing stick." Show the impact, not the mechanics.

/explain  [--issue=N]

   = a slice (4, 7), a PR row (4.2, 5.1), or a GitHub PR (#92)

  1. Find  the slice or PR   (don't guess; ask if unsure)
  2. Read  just enough       (the row + the "why", never the whole diff)
  3. Write it plain          (2–3 short paragraphs)

Phase 1 — Find the slice or PR

Resolve `` in this order:

  1. Empty → ask which slice or PR they mean (or offer the current branch's PR,

gh pr view --json title,body).

  1. #92 or PR 92 → a GitHub PR. gh pr view 92 --json title,body,files;

take the "why" from its body (no such PR → ask). Go to Phase 3.

  1. A bare or dotted number → open the plan issue (gh issue view --json body)

and match the id whole against both tables; the table it sits in decides — PR breakdown → PR row, slice table → slice (including a hand-inserted 4.5). Whole-cell, so 4.214.2.

  1. No single match → a whole number may be a GitHub PR; confirm "Did you mean PR

#?" before gh pr view --json title,body. If it errors, the id is dotted, or both tables match, ask which they mean.

  1. Anything else (a word, a slug) → ask which slice or PR they mean.

Find the plan issue: --issue=N if given, else gh issue list --state all --label Plan, then gh issue list --state all --search "Build plan in:body". One match, use it; many, narrow then ask; zero, ask — show the issue # and title.

Phase 2 — Read just enough

Pull the facts, not the whole diff:

  • Slice or PR row → its row, and the issue's ## The problem /

## What we're building for the "why". For a slice, also the PRs under it; for a PR row, its parent slice.

  • A PR row often links its merged PR (a #number); else find it unmistakably

(gh pr list --state all --search "") and read its title and body. On zero or many matches, stay with the issue facts.

Never invent.

Phase 3 — Write it plain

Two or three short paragraphs, in this order:

  1. Why we need it — what's wrong or missing today. What hurts.
  2. What it is — name the thing in one plain phrase, like "one command: at update".
  3. What changes — what you can do after that you couldn't before.

If the source is too thin for a real "why", say so and ask for one sentence of intent.

The voice

  • Commonest words. If a code word is the only fit (symlink, hash, CI), say what it

does in plain words right after — once.

  • Short sentences. One idea each.
  • Active voice. "It checks the files," not "the files are checked."
  • Talk to the reader: "you", "your".
  • Concrete nouns. Name the real thing — not "functionality."
  • No wind-up. Start with the point.

Banned words: leverage, robust, seamless, comprehensive, powerful, streamline, utilize, facilitate, ensure, delve, furthermore, moreover, "in order to", "it's worth noting", "game-changer", "not only… but also".

Under ~150 words. Plain paragraphs — no bullets or emoji. Print it in chat; post it to the PR or issue only if they ask.

Example — a slice (/explain 4.5)

> Right now the only way to know the installer works is to run it by hand and look. > You tick a skill, then dig through your files to check it really showed up. That's > slow, and it's easy to miss something broken. > > This slice adds an automatic test. It runs the real installer the same way you would, > installs a skill, then writes down every file it made and saves the list. Run it > again later and it checks the new list against the saved one; if anything differs, > it stops and tells you. > > So nobody tests by hand anymore. The test runs the same steps every time and > catches a break the moment it happens — long before it reaches a real person.

Example — a PR (/explain 4.2)

> Before this, the installer couldn't safely pull new versions of skills. To get one > you re-installed it — copying the new files over the top, which could wipe a change > you'd made yourself. > > This PR adds one command: at update. It grabs the newest skills, works out which > ones actually changed, and only replaces those. If your hand-edited copy would be > overwritten, it saves it first as a .bak file so nothing is lost. > > So updating is safe and small now. You get the new stuff, untouched skills are left > alone, and your own edits are kept instead of thrown away.

Common mistakes

| Mistake | Fix | |---------|-----| | Explaining the mechanics, not the impact | Answer "what can the reader now do?" | | Inventing a "why" the work never states | Pull it from ## The problem; if it's not there, ask | | Reading the wrong PR from a loose search | The match must be unmistakable, or use the issue facts |

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.