You are working in the Product-Manager-Skills repository. This document is the session handoff from the v0.81 release. Read it alongside CLAUDE.md (governance + distillation protocol) before touching files.
v0.81 shipped July 4, 2026 — committed, pushed, tagged, release assets published, CI green. The library is at 55 skills (23 component, 25 interactive, 7 workflow) plus 6 commands.
What v0.81 was (full story: docs/announcements/2026-07-04-v0-81-input-sections.md):
- Required
## Inputsection in every skill, between Purpose and Key Concepts. Convention:**Works best with:**(subject) →**Also useful:**(optional context) → the inline-input rule →**Arriving empty-handed? That works too.**(guided-flow fallback) → example invocation. - The inline-input rule, verbatim in every skill: anything supplied with the invocation — text after the skill name, a pasted context dump, or an appended
ARGUMENTS:line — counts as answers already given; use it and skip what it covers, don't re-ask. - The
$ARGUMENTSstance: this library deliberately does not use runtime template syntax. Rationale (portability, pedagogy, unnecessary) lives inCONTRIBUTING.md→ "Why We Don't Use$ARGUMENTS".argument-hintfrontmatter is the one sanctioned exception (Claude Code autocomplete; 53 skills have it). - Recovered
agent-orchestration-advisor— Phase 6 skill #34 existed only on orphaned commita41415cfor months while docs claimed it shipped. Restored and upgraded to current standards. - Synced
.claude-plugin/marketplace.json(47 → 55 entries) and bumped plugin manifests to 0.81. - Streamlit: every skill detail page renders the skill's own Input section in a "What to bring (all optional)" expander.
- Post-release: added
scripts/check-library-drift.py(commit93921da) so failures #4 and #5 can never be silent again.
These are load-bearing decisions, not preferences:
- Skill anatomy is now 7 sections, in order: Purpose, Input, Key Concepts, Application, Examples, Common Pitfalls, References. Validator-enforced.
- Input sections are invitations, not gates. Never label anything "Required." Users must finish the section knowing they can arrive with nothing and be walked through it. Dean flagged this explicitly — the first draft used "Provide:" and he pushed back.
- No
$ARGUMENTSin skill bodies. Hard validation failure (backticked mentions naming the anti-pattern are allowed). PRs "modernizing" skills with template syntax get converted, not merged. - Pedagogic-first still governs everything (v0.75). Stripping learning scaffolding is a defect. The Input convention is an extension of this, not a separate rule.
| Check | Where | Catches |
|---|---|---|
Required sections incl. Input, $ARGUMENTS ban |
scripts/check-skill-metadata.py |
structural drift, template syntax |
| Input has example invocation + empty-handed language | scripts/test-a-skill.sh --smoke (warns) |
hollow Input sections |
Marketplace entries ↔ skills/*/ dirs; README/CLAUDE.md skill links resolve |
scripts/check-library-drift.py |
docs claiming more than the repo contains |
| All of the above on every PR and tag | scripts/validate-skills.sh via .github/workflows/build-release.yml |
regressions reaching main |
Run locally: ./scripts/test-library.sh --smoke. Three pre-existing smoke warnings (interactive-flow option counts) are known and unrelated.
- Theme metadata backfill — only 19 of 55 skills have
theme/best_for/scenarios/estimated_timefrontmatter. The other 36 land in the Streamlit "All other skills" expander. Mechanical pass; follow the tagged skills' format. - Phase 6 remainder (AI PM Orchestrator):
ai-product-evals(Component),ai-observability-framework(Component),ai-maintenance-planning(Component),ai-product-orchestrator(Workflow). Source material listed in CLAUDE.md. - The v0.80 AI Product Builder Track brief was never executed.
15MAY26.mdandresearch/v080-ai-product-builder-execution-brief.mdplanned v0.80 as an AI Product Builder Track; the actual v0.80 shipped the stakeholder suite instead. The brief's content (hard exclusions, source material, skill plans) is still valid raw material for a future release — decide with Dean whether to execute, renumber, or retire it. - "Invoking skills with arguments" subsection in
docs/Using PM Skills with Claude.md— the Input sections teach the pattern per-skill; the guide could teach it once, generally, with the/skill-name your contextexample. Small, deferred from v0.81. - Streamlit follow-ons: streaming responses, related-skills panel, export conversation, search.
- Potential Phase 8: Pricing & Monetization Suite (7 skills, listed in CLAUDE.md).
- Marketplace.json is hand-maintained. New skills need an entry added manually (name, source, description without the "Use when..." clause, category from the existing seven, tags). The drift check will remind you.
- Orphaned commits happen here. Before trusting "docs say it shipped," verify the path exists on main.
git log --allfinds work that never merged. - Bulk skill edits: use a Python script via Bash, not the Edit tool — files drift between reads. Quote YAML description values containing colons.
- README has three places that state the skill count (badge, ASCII banner, tagline) plus
.claude-plugin/marketplace.jsonmetadata.description. All must move together; the banner box is width-sensitive. - Release mechanics: tag
v*→.github/workflows/build-release.ymlvalidates, builds all ZIP packs, and publishes release assets automatically. Nothing manual after the tag push.