
docs-impact-localizer
✓ Official★ 3,123by microsoft · part of microsoft/apm
Use this skill to translate a classifier's in-place verdict into a precise, page-by-page work plan for the docs-sync panel. Activate after docs-impact-classifier returns verdict in_place; reads the candidate page list, fetches the actual page contents, narrows scope to specific sections within each page, and emits the per-page task brief the panel fans out against.
This is the playbook your agent receives when the skill activates — you don't need to read it to use the skill, but it's here to audit before installing.
docs-impact-localizer
Single responsibility: given a list of candidate pages from the classifier, produce a per-page task brief the docs-sync panel can fan out against.
You are NOT the verdict-maker (classifier owns that). You are NOT the writer (doc-writer owns that). You are the work planner.
When to invoke
The docs-sync orchestrator invokes you ONLY when the classifier
returned verdict: in_place. For no_change you don't run.
For structural the architect runs first; you may run after, scoped
to existing pages that need amendment.
Inputs
scope_pages[]from the classifier- The PR diff (
gh pr diff $PR) .apm/docs-index.yml(per-page metadata)- Optional: the structural architect's TOC delta (if you run after the architect on a structural verdict)
Step 1: load page contents
For each path in scope_pages[], read the file. Pages are typically
3-10 KB; total budget for this step is bounded by the candidate
count (the classifier should have kept it to <= 6).
Step 2: narrow scope inside each page
For each page, identify the SPECIFIC section(s) that need to change:
- Read the page's H2/H3 structure
- For each diff symbol from the classifier output, find the section most directly documenting it
- Capture line ranges:
lines 120-145notthe whole page
The output is a sections_to_edit[] per page, where each entry is:
page: docs/src/content/docs/consumer/install.md
sections_to_edit:
- section: "## From Git"
line_range: [120, 145]
diff_symbol: "--no-cache flag"
edit_kind: add | modify | remove
rationale: "the new --no-cache flag is documented nowhere; section already lists other flags so this is the natural home"Step 3: detect cross-page conflicts
If two pages document the same symbol and the diff changes the symbol's behaviour, BOTH pages need an edit AND they must stay consistent. Flag this in the brief so the CDO synthesizer knows to cross-check coherence between the two redrafts:
cross_page_constraint:
pages: [path1, path2]
shared_symbol: "apm install --target"
consistency_required: "both pages must reflect the same default value"Step 4: emit the per-page task brief
Return JSON with this shape (one entry per page in scope_pages[]):
{
"tasks": [
{
"page": "docs/src/content/docs/consumer/install.md",
"persona_owner": "consumer",
"promise": 1,
"sections_to_edit": [
{
"section": "## From Git",
"line_range": [120, 145],
"diff_symbol": "--no-cache flag",
"edit_kind": "add",
"rationale": "..."
}
],
"verify_claims": [
{"claim": "the flag is named --no-cache", "verify_with": "apm install --help"},
{"claim": "the flag is documented in click.option decorator", "verify_with": "grep -n no-cache src/apm_cli/commands/install.py"}
]
}
],
"cross_page_constraints": [
{"pages": [...], "shared_symbol": "...", "consistency_required": "..."}
],
"estimated_panel_calls": 8
}The verify_claims[] per page is consumed by the python-architect
panelist -- it tells the verifier WHICH claims need a S7 tool-call
check (run apm install --help, grep the source) rather than
prose-trusting.
Output contract
Return a SINGLE JSON document matching the schema in Step 4 as the final message of your task. No prose around the JSON.
Anti-patterns
- Selecting whole pages when one section suffices (inflates context per panelist).
- Skipping
verify_claims[]-- that's the S7 tool-bridge hook; the verifier needs it. - Inventing pages not in
scope_pages[]-- that's the classifier's job, not yours. If you think the classifier missed a page, return an extra fieldlocalizer_concerninstead of expanding scope unilaterally.
npx skills add https://github.com/microsoft/apm --skill docs-impact-localizerRun this in your project — your agent picks the skill up automatically.
No common issues documented yet. If you hit a problem, the repository's GitHub Issues page is the best place to look.
Licensed under MIT— you can use, modify, and redistribute it under that license's terms.
View the full license file on GitHub →