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
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@@ -336,3 +336,11 @@ Brief every interviewer on these before they conduct their first interview for t
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- [ ] Scorecard uses observable behavior fields ("What did the candidate do or say") — not impression fields
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- [ ] Must-hire competencies are explicitly named for the role and level
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- [ ] Debrief agenda enforces written scorecard submission before verbal discussion to prevent anchoring
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## Anti-Patterns
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- [ ] Do not use a single behavioral anchor description per competency — you must define what Strong Hire AND No Hire look like separately, or interviewers cannot calibrate
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- [ ] Do not allow "culture fit" as a standalone assessment dimension — it masks similarity bias; all judgments must use observable behavioral evidence
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- [ ] Do not let interviewers share scorecard feedback before the debrief — verbal pre-debrief discussion anchors everyone to the first opinion expressed
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- [ ] Do not set the same must-hire competency list for all engineering roles — a senior backend engineer and a frontend engineer have different non-negotiable competencies
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- [ ] Do not skip the calibration bias notes section — interviewers who have never been briefed on halo effect, recency bias, and credential bias will reproduce them in every loop
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