justin/pm-claude-skills
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fix: sync all skill updates and new skills into plugin bundles

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- Synced 97 existing skill SKILL.md files from skills/ to their plugin bundle copies
- Added 7 new skills to plugin bundles:
  - seo-content-brief, media-pitch -> pm-gtm
  - tax-planning-checklist -> pm-finance
  - change-management-plan -> pm-hr
  - sales-forecasting-model -> pm-sales
  - workshop-facilitation-guide -> pm-operations
  - teaching-lesson-plan -> pm-cross

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
mohitagw15856
2026-04-20 21:00:00 +01:00
parent d7f6c2cd05
commit 513e1d3ce7
67 changed files with 1851 additions and 507 deletions
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plugins/pm-analytics/skills/data-analysis-standard/SKILL.md
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---
name: data-analysis-standard
description: Structures product data analysis, metric deep-dives, funnel analysis, and cohort studies. Use when asked to analyse product metrics, investigate a drop in conversion, build a dashboard spec, or explain data to stakeholders. Triggers on "analyse metrics", "funnel analysis", "cohort analysis", "data deep dive", "why did X drop".
description: "Structure a product data analysis, metric deep-dive, funnel analysis, or cohort study. Use when asked to analyse product metrics, investigate a drop in conversion, explain a data change to stakeholders, or find the root cause of a metric movement. Produces a structured analysis with question, root cause, confidence level, and recommended action."
---
# Data Analysis Standard Skill
@@ -100,6 +100,23 @@ Output a cohort retention table and annotate:
---
## Required Inputs
Ask the user for these if not provided:
- **Metric or question** being investigated
- **Time period** (what changed, from when to when)
- **Data available** (which segments, sources, or queries you have access to)
- **Business context** (what decision this analysis informs)
- **Audience** (who will read this — exec / team / data team)
## Quality Checks
- [ ] Analysis answers all 4 questions: what changed, why, so what, now what
- [ ] Root cause has evidence (not just hypothesis)
- [ ] Confidence level is stated and justified
- [ ] What the data cannot tell us is explicitly named
- [ ] Recommended action includes an owner and timeline
## Guidelines
- Always state what the data *cannot* tell you — never oversell confidence