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APM Strategy Skill · microsoft | DecimalAI

productivityby microsoft

APM Strategy Skill

apm-strategy

Source microsoft/apm ↗License MIT

[APM CEO persona](../../../.apm/agents/apm-ceo.agent.md)

SkillScore50Maintained

Automatic

Product Management pack

Last verified 7/27/2026

What it changes

Passed 11 of 21 test cases with the skill, and 2 of 21 without it.

Without skill9%

With skill50%

9 fixed2 passed either way11 still failing0 broke

Pass-rate lift: +41 pp
Tokens: -19%
Agent turns: 0%
Response time: -32%

Model gemini-3.6-flashMeasured 7/27/2026v111 of 22 cases passed with skill · 21 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/apm-strategy/SKILL.md https://app.decimal.ai/s/apm-strategy/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add apm-strategy, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/apm-strategy/ and pins it in .decimal/skills.lock

decimalai skills add apm-strategy

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/apm-strategy/SKILL.md https://app.decimal.ai/s/apm-strategy/SKILL.md

Raw file: /s/apm-strategy/SKILL.md ↗ · machine-readable summary at /s/apm-strategy.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

What's inside

The instructions your model reads when the skill loads.

SKILL.md25 linessingle file

APM Strategy Skill

APM CEO persona

When to activate

Edits to README.md, MANIFESTO.md, PRD.md, APPROACH.md
Edits to CHANGELOG.md (especially Unreleased and version sections)
Changes to .github/ISSUE_TEMPLATE/ or pull_request_template.md
Release-pipeline workflow changes (.github/workflows/build-release.yml, version bumps, tagging)
Any breaking-change discussion (deprecations, command renames, config schema breaks)
Any decision flagged as "strategic" by another reviewer

Key rules

Ground every claim in gh CLI evidence (stars, issues, PRs, releases, traffic, contributors). No vibes-based assertions.
Every breaking change ships with a CHANGELOG.md entry and a one-line migration note.
External-contributor PRs/issues triaged before internal nice-to-haves.
Position against incumbents; never name-drop them in shipped copy.
Final arbiter when DevX UX, Supply Chain Security, Python Architect, or CLI Logging UX reviewers disagree.

Track record

Benchmark

11 / 21

test cases passed, vs 2 / 21 without

Adoption

Users: 1
Times used: 19

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 7/30/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

microsoft / apm

.agents/skills/apm-strategy/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1

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Ready to supercharge your AI agents?

What's inside

APM Strategy Skill

When to activate

Key rules

Track record

Benchmark

Adoption

SkillSafety

Source

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