mcpbeat

Pr Description Skill

microsoft/apm-pr-description-skill

>- Use this skill to write the PR description (PR body) for any pull request opened against microsoft/apm. Produces one self-sufficient (WHAT), Implementation (HOW), 1-3 validated mermaid diagrams, explicit trade-offs, validation evidence, and a How-to-test section -- with every WHY-claim backed by a verbatim quote from PROSE or Agent Skills. Activate when the user asks to "write a PR description", "draft a PR body", "open a PR", "fill in the PR template", or any equivalent.

This is a copy. The original lives at microsoft/pr-description-skill.

21k tokens
context cost
the whole folder, loaded on every use
21
files
ships runnable scripts
0
copies elsewhere
how many repositories repackaged it
3460
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/microsoft/apm --skill pr-description-skill

What comes with it

67 696 bytes besides the instruction
apm.yml
assets/mermaid-conventions.md
assets/pr-body-template.md
assets/scenario-evidence-rubric.md
assets/section-rubric.md
evals/.gitignore
evals/README.md
evals/content/auth-refactor.json
evals/content/dep-bump.json
evals/content/docs-only.json
evals/evals.json
evals/fixtures/auth-refactor__with_skill.md
evals/fixtures/auth-refactor__without_skill.md
evals/fixtures/dep-bump__with_skill.md
evals/fixtures/dep-bump__without_skill.md
evals/fixtures/docs-only__with_skill.md
evals/fixtures/docs-only__without_skill.md
evals/results/.gitkeep
evals/triggers.json
scripts/run_evals.py

The instruction itself

14 sections, as written by the author

PR Description Skill -- Anchored, Concise, Validated PR Bodies

When to use

Trigger this skill on any of the following intents:

  • "write a PR description"
  • "draft a PR body"
  • "open a PR" / "open this PR" / "let's open the PR"
  • "fill in the PR template"
  • "summarize this branch as a PR"
  • "create the PR write-up"

Reusable for any PR against microsoft/apm. The output is one

markdown file that the orchestrator pastes into

gh pr create --body-file or surfaces to the maintainer.

Output charset rule (read this first)

The repo-wide encoding rule at

.github/instructions/encoding.instructions.md constrains

source files and CLI output to printable ASCII because Windows

cp1252 terminals raise UnicodeEncodeError on anything else. PR

comments are NOT source code and NOT CLI output -- they are rendered

by GitHub's Primer engine, which expects UTF-8 GitHub-Flavored

Markdown.

Two distinct rules therefore apply:

  • Source files in this bundle (SKILL.md, assets/*) MUST

stay ASCII. They live in the repo and are subject to

.github/instructions/encoding.instructions.md.

  • The PR body output the skill produces MUST be UTF-8

GitHub-Flavored Markdown. Use em dashes, smart punctuation,

alerts, collapsibles, task lists, and Unicode where it improves

readability. Mermaid diagram labels MAY use Unicode -- there is

no constraint here. The output is consumed by GitHub's renderer,

not by a Windows terminal.

A previous version of this skill incorrectly required ASCII in the

PR body. That made the output unreadable: no alerts, no collapsibles

for long evidence, no em dashes, no smart quotes. Reviewers had to

scroll through hundreds of flat lines instead of scanning a body

shaped by GFM features.

Concision targets (hard ceilings)

The skill aims for 150-220 lines for a typical PR body. **300+

lines is a smell, not a virtue**. If your draft exceeds 250 lines,

run a tightening pass: every sentence that does not change the

reviewer's understanding must be cut.

Per-section ceilings (enforced by assets/section-rubric.md):

| Section | Ceiling |

|---|---|

| TL;DR | 2-4 sentences |

| Problem (WHY) | max 6 bullets, max 3 quoted anchors total |

| Approach (WHAT) | a table OR 3-7 bullets; may be skipped if PR is purely additive (say "additive: see Implementation") |

| Implementation (HOW) | one short paragraph per file, OR a table; no prose walls |

| Diagrams | 1-3 mermaid blocks; every diagram preceded by a one-sentence legend |

| Trade-offs | 3-5 bullets; mechanical PRs may be 1-2 |

| Benefits | 3-5 numbered items, each measurable |

| Validation | copy-paste real command output; do not narrate |

| How to test | max 5 numbered steps |

Long verbatim quote blocks, full file listings, and full validation

transcripts SHOULD live inside <details> so the body stays

scannable.

Core principles (with quoted anchors)

Each rule the skill enforces is backed by a verbatim quote from one

of the two reference docs. If a rule below cannot be backed by a

quote, it is downgraded to a "should" with the reason given.

  • Self-sufficient body. A reviewer must be able to read the PR

body and form an opinion without opening any other doc, issue,

or chat. Every WHY-claim cites the source doc inline; every

named file is qualified with what changed in it; every diagram

has a one-sentence legend.

Anchor: Agent Skills,

"agents pattern-match well against concrete structures".

  • Anchored: every WHY-claim cites its source. Every claim of

the form "this violates X" or "this satisfies Y" is followed by

a verbatim quoted phrase wrapped in a hyperlink to the source

page. Reproduce quotes character-for-character; do not paraphrase

inside link text.

Anchor: PROSE,

"Grounding outputs in deterministic tool execution transforms probabilistic generation into verifiable action.".

  • Cite-or-omit. If a WHY-claim cannot be backed by a verbatim

quote, drop it or soften to a tradeoff statement. Never invent

justification.

Anchor: Agent Skills,

"Add what the agent lacks, omit what it knows".

  • Visual aid where structure is non-trivial. Any change that

touches more than one file or alters control flow SHOULD include

at least one mermaid diagram. Add a second only when the

relationships are non-trivial. Never add a third unless it earns

its place. Each diagram MUST be preceded by a one-sentence legend.

Anchor: Agent Skills,

"agents pattern-match well against concrete structures".

  • Trade-offs explicit. Address every non-obvious decision

(option chosen vs option rejected). For mechanical PRs this

section may be 1-2 bullets. For cross-cutting changes, surface

the rejected alternatives.

Anchor: PROSE,

"Favor small, chainable primitives over monolithic frameworks.".

  • Single artifact, no fluff. One markdown file. No marketing

tone, no self-congratulation. TL;DR is at most four sentences.

Anchor: Agent Skills,

"When you find yourself covering every edge case, consider whether most are better handled by the agent's own judgment.".

GitHub-Flavored Markdown features the skill MUST use

The PR body is rendered by GitHub's Primer engine. Use the features

that engine provides; do not flatten the output to plain text.

  • Alerts for high-signal callouts:

> [!NOTE], > [!TIP], > [!IMPORTANT], > [!WARNING],

> [!CAUTION]. Reference:

https://github.com/orgs/community/discussions/16925.

  • Collapsible sections for long diffs, full validation output,

or appendix material:

  <details><summary>Full audit output</summary>

  ...content...
  </details>

Use <details open> only when the content answers the most

likely first reviewer question.

  • Task lists for "How to test" sections:

- [ ] Apply label, observe X.

  • Tables with alignment: | col | :---: | ---: | for matrices.
  • Permalink references to specific lines in the diff:

https://github.com/microsoft/apm/blob/<sha>/path#L12-L34.

Long verbatim quote blocks, full file listings, and full validation

transcripts SHOULD live inside <details> so the body stays

scannable.

Required body structure

| # | Section | Purpose |

|---|---------|---------|

| 1 | Title line | Imperative summary; first line <verb>(<scope>): <summary>, max 100 chars |

| 2 | TL;DR | 2-4 sentence executive summary |

| 3 | Problem (WHY) | Observed failure modes; max 6 bullets, max 3 quoted anchors |

| 4 | Approach (WHAT) | Table or 3-7 bullets; may say "additive: see Implementation" |

| 5 | Implementation (HOW) | One short paragraph per file or a table |

| 6 | Diagrams | 1-3 validated mermaid blocks, each with a legend; diagram type chosen per intent (assets/mermaid-conventions.md) |

| 7 | Trade-offs | 3-5 bullets (1-2 if mechanical) |

| 8 | Benefits | 3-5 numbered, measurable items |

| 9 | Validation | Real command output, ideally inside <details> if long; MUST include the Scenario Evidence subsection (assets/scenario-evidence-rubric.md) for any behavior-change PR -- maps each user-promise scenario this PR touches to the test that proves it works, tagged with the APM principle the scenario serves |

| 10 | How to test | Max 5 numbered or task-list steps |

The Trade-offs (7) and How to test (10) sections are non-skippable

for any PR that changes more than docs.

Activation contract -- inputs the orchestrator MUST gather first

Before invoking this skill, the orchestrator MUST have collected

all of the following. The skill MUST NOT invent facts not present

in these inputs.

| Input | Source | Required |

|-------|--------|----------|

| Branch name (head) | git rev-parse --abbrev-ref HEAD | yes |

| Base ref | usually main; ask if unclear | yes |

| List of files changed | git diff --name-status <base>...HEAD | yes |

| Actual diff | git diff <base>...HEAD | yes |

| Commit messages on the branch | git log --no-merges <base>..HEAD --oneline | yes |

| CHANGELOG entry, if any | inspect CHANGELOG.md Unreleased section | yes |

| Linked issue / motivation | user-provided or referenced in commits | yes |

| Validation evidence | output of apm audit --ci, uv run pytest, or equivalent | yes |

| Scenario-test mapping | author-supplied or derived from diff: per user-promise scenario the PR touches, the test path proving it, plus the APM principle the scenario serves (taxonomy in assets/scenario-evidence-rubric.md) | conditional (required for any behavior-change PR; may be skipped for docs-only / asset-bump / pure-refactor per the rubric's skip clause, with the skip case stated in trade-offs) |

| Mirror parity check, if applicable | apm install --target copilot output | conditional |

If any required input is missing, the orchestrator MUST stop and

collect it. This is a Progressive Disclosure boundary:

"Context arrives just-in-time, not just-in-case.".

Do not load assets/pr-body-template.md until the table above is

complete.

Execution checklist

Run these steps in order. Tick each before moving on.

  • [ ] Confirm every row of the activation contract is filled in.

Defense-in-depth gate: before drafting the body, confirm the

repo's lint contract is green (canonical commands and lifecycle

binding live in .apm/instructions/linting.instructions.md). If lint is red,

STOP, fix, re-run; a PR body claiming green CI while lint fails

is a credibility tax we refuse to take on.

  • [ ] Read the diff in full. Identify per-file change summary,

new files, deleted files, behavior changes at module

boundaries.

  • [ ] Load assets/pr-body-template.md. This is the only point

at which the template enters context. Progressive Disclosure

in action:

"store them in assets/ and reference them from SKILL.md so they only load when needed.".

  • [ ] Fill in the template top-to-bottom using only facts from

the activation contract. Every WHY-claim gets a verbatim

quoted anchor. If you cannot anchor a claim, drop it.

  • [ ] Generate 1-3 mermaid diagrams. **Before drafting any block,

load assets/mermaid-conventions.md** to pick the right

diagram type per intent (sequenceDiagram for execution flow,

flowchart LR for pipeline / architecture, stateDiagram-v2 for

state machines) and apply the boxing convention for NEW

behavior. Add a one-sentence legend above each diagram.

  • [ ] **Validate every mermaid block deterministically (see

below). Do NOT save the draft until every block validates.**

  • [ ] Load assets/section-rubric.md and run the self-check pass.

Validation loop pattern from Agent Skills:

"do the work, run a validator (a script, a reference checklist, or a self-check), fix any issues, and repeat until validation passes.".

  • [ ] Run the line-count check. If the body exceeds 250 lines,

tighten until it fits 150-220.

  • [ ] Write the final body to a single file path provided by the

orchestrator (default: .git/PR_BODY.md or

session-state-relative). Return the path; do not paste the

body inline unless explicitly asked.

Mandatory mermaid validation step

Run every mermaid block in the draft through mmdc and refuse to

save until all pass.

# Extract mermaid blocks and validate each one.
# Requires: npx --yes -p @mermaid-js/mermaid-cli mmdc (one-shot, no global install needed)
awk '/^```mermaid/{n++; f=outdir"/diag"n".mmd"; getline; while($0 != "```") {print > f; getline}}' outdir=/tmp/mermaid-check pr-body-draft.md
for f in /tmp/mermaid-check/diag*.mmd; do
  npx --yes -p @mermaid-js/mermaid-cli mmdc -i "$f" -o "${f%.mmd}.svg" --quiet || { echo "INVALID: $f"; exit 1; }
done

If mmdc reports any error, fix the diagram and re-run. The skill

MUST NOT save the draft until every mermaid block validates.

Diagram type and pitfalls reference

The full diagram-type-by-intent table, canonical templates, and the

GitHub-renderer gotcha list (mmdc does NOT always catch GitHub

rejections) live in assets/mermaid-conventions.md. Load it whenever

a PR body needs a mermaid block.

Critical drift-known gotcha (the one most likely to bite, captured

inline because it is not obvious from mmdc output):

  • Square brackets in flowchart edge labels MUST be quoted.

A -->|[EXEC] work| B parses on mmdc but is rejected by

GitHub's renderer (Expecting 'TAGEND', ..., got 'SQS'). Quote

the label: A -->|"[EXEC] work"| B. The same rule applies to

parentheses, colons, slashes, and pipes in edge labels.

For everything else (semicolons in classDiagram links, `note right

of` closing rules, round brackets in node labels, inline

:::cssClass failing in classDiagram on GitHub), see

assets/mermaid-conventions.md.

Output contract

  • Exactly ONE markdown file is produced.
  • The file is UTF-8 GitHub-Flavored Markdown. Em dashes, smart

quotes, Unicode in mermaid labels, alerts, and collapsibles are

all permitted and encouraged where they improve readability.

  • Every mermaid block has been validated by mmdc and renders

without error.

  • The cite-or-omit rule applies absolutely.
  • The TL;DR is at most four sentences.
  • The body ends with the trailer:

Co-authored-by: Copilot <[email protected]>

Anti-patterns flagged -- refuse these

  • Posting unvalidated mermaid. A parser error renders as raw

code on GitHub and signals carelessness. Validate every block

before saving.

  • Pasting commit messages as the body. Commit messages are inputs,

not output.

  • Marketing tone or self-congratulation ("this is a great

improvement", "significantly enhances", "best-in-class"). Strip

on sight.

  • Diagrams without a legend, OR diagrams that fail mmdc.
  • A TL;DR longer than four sentences.
  • Skipping any required section because "the PR is small". A small

PR can have a one-line Implementation per file, but the section

header must still be present.

  • Restating the diff line-by-line in Implementation. That is what

the Files Changed tab is for.

  • Quoting a doc out of context. The self-check pass must verify

that the quoted phrase actually supports the claim.

  • Forcing ASCII-only on the PR body. That rule applies to

source files and CLI output, not to Primer-rendered markdown.

See "Output charset rule" above.

Gotchas

  • Do not restate the diff. Implementation is for intent, risk,

and decisions -- not a textual re-rendering of the patch.

  • Do not quote out of context. Re-read the surrounding paragraph

of the source doc before pasting a quote.

  • Verify the source URL still serves the quoted text. If the

doc has been edited and the phrase no longer appears verbatim,

drop the citation or find a new anchor.

  • **A doc-only PR still needs TL;DR, Problem, Validation, and

How-to-test.** "The PR is trivial" is not an exemption.

  • Long evidence belongs in <details>. Reviewers should be

able to read the whole body in a single screen-and-a-half scroll

and expand evidence on demand.

Co-authored-by: Copilot <[email protected]>

How to use it

Copy the folder

Take microsoft/apm-pr-description-skill from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.

Install what it needs

The instructions reference npx. Without those the skill loads but fails at the first command.