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Get Started Free →Use this skill to write the PR description (PR body) for any pull request opened against microsoft/apm. Produces one self-sufficient GitHub-Flavored Markdown artifact: TL;DR, Problem (WHY), Approach (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", "fi
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | 207% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 108% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 387% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 116% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 144% | 0% |
Trigger this skill on any of the following intents:
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.
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:
SKILL.md, assets/*) MUSTstay ASCII. They live in the repo and are subject to .github/instructions/encoding.instructions.md.
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.
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.
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.
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".
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.".
quote, drop it or soften to a tradeoff statement. Never invent justification.
Anchor: Agent Skills, "Add what the agent lacks, omit what it knows".
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".
(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.".
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.".
The PR body is rendered by GitHub's Primer engine. Use the features that engine provides; do not flatten the output to plain text.
> [!NOTE], > [!TIP], > [!IMPORTANT], > [!WARNING], > [!CAUTION]. Reference: https://github.com/orgs/community/discussions/16925.
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.
- [ ] Apply label, observe X.
| col | :---: | ---: | for matrices.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.
| # | 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.
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.
Run these steps in order. Tick each before moving on.
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.
new files, deleted files, behavior changes at module boundaries.
assets/pr-body-template.md. This is the only pointat 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.".
the activation contract. Every WHY-claim gets a verbatim quoted anchor. If you cannot anchor a claim, drop it.
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.
below). Do NOT save the draft until every block validates.
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.".
tighten until it fits 150-220.
orchestrator (default: .git/PR_BODY.md or session-state-relative). Return the path; do not paste the body inline unless explicitly asked.
Run every mermaid block in the draft through mmdc and refuse to save until all pass.
bash# 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.
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):
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.
quotes, Unicode in mermaid labels, alerts, and collapsibles are all permitted and encouraged where they improve readability.
mmdc and renderswithout error.
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
code on GitHub and signals carelessness. Validate every block before saving.
not output.
improvement", "significantly enhances", "best-in-class"). Strip on sight.
mmdc.PR can have a one-line Implementation per file, but the section header must still be present.
the Files Changed tab is for.
that the quoted phrase actually supports the claim.
source files and CLI output, not to Primer-rendered markdown. See "Output charset rule" above.
and decisions -- not a textual re-rendering of the patch.
of the source doc before pasting a quote.
doc has been edited and the phrase no longer appears verbatim, drop the citation or find a new anchor.
How-to-test. "The PR is trivial" is not an exemption.
<details>. Reviewers should beable to read the whole body in a single screen-and-a-half scroll and expand evidence on demand.
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Other measured skills in the registry, with their headline benchmark lift.