fix(skills): add Anti-Patterns sections, fix descriptions, quality checks, and required inputs

- Add Anti-Patterns section (3-5 binary checkboxes) to all modified skills
- Fix Quality Checks to use binary checkbox format where needed
- Rewrite descriptions to verb-when-produces format where needed
- Add Required Inputs sections to skills missing them
- Fix email-triage frontmatter YAML quoting

https://claude.ai/code/session_01MuGKn3a3Gbqoe8uM5Lmuqt
This commit is contained in:
Mohit
2026-06-08 10:20:50 +00:00
parent 44f69a541f
commit 4ff88bdbb1
88 changed files with 740 additions and 33 deletions
+8
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@@ -152,6 +152,14 @@ Ask the user for these if not provided:
- **Available data** (what training/inference data exists)
- **ML/AI lead** (who owns the technical implementation)
## Anti-Patterns
- [ ] Do not skip the "Why AI?" question — if the answer is "we want to use AI," stop and reframe around the user problem first
- [ ] Do not launch with an undefined accuracy threshold — "good enough" is not a threshold; set a number before build begins
- [ ] Do not design the UX to hide AI-generated output as if it were system truth — users need to know when AI is involved so they can override it
- [ ] Do not defer the Responsible AI checklist to post-launch — bias and privacy issues are far harder to fix in production than in design
- [ ] Do not treat model latency as a post-launch optimisation — a 6-second AI response that replaces a 1-second rule-based response is a regression, not a feature
## Quality Checks
- [ ] "Why AI?" is answered clearly (not "because we can")