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copilot-credits-audit
Audits GitHub Copilot AI Credit usage patterns before the June 2026 flex-billing transition. Pulls usage data from the GitHub API, identifies high-credit-cost workflows (agentic sessions, cloud review, heavy chat), recommends the right plan tier (Pro / Pro+ / Max), and generates per-user budget configs for team admins. Run before June 1, 2026 — or any time you want to understand and reduce Copilot
healthcare-audit
Comprehensive healthcare system compliance and security audit: review HIPAA Privacy and Security Rule adherence, check HITECH and 21st Century Cures Act obligations, validate clinical data integrity for HL7 FHIR and patient safety, then audit infrastructure security with PHI-specific focus. Use when building or auditing an EHR, patient portal, telehealth platform, clinical decision support system,
using-git-worktrees
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
alert-prioritization
Analyzes SIEM alert pipelines for rule optimization, alert fatigue reduction, criticality scoring, asset-based prioritization, and correlation rule design using NIST CSF and detection engineering principles. USE THIS SKILL WHEN: - Your SOC team is drowning in alerts and you need to reduce noise - Someone asks about alert fatigue, false positive rates, or SIEM tuning - You need to design or evaluat
pre-release-verification
Use before tagging a release or deploying to production to ensure all quality gates have passed.
code-intelligence-doctor
Check whether global code intelligence tools are installed and configured consistently.
story
Full story lifecycle — review, implement, and PR. Takes a story from architecture review through implementation to pull request creation.
dropout-risk
Audit a student information system for dropout risk prediction. Analyzes attendance patterns, grade trajectories, behavioral indicators, early warning model accuracy, intervention tracking, equity in risk scoring, and socioeconomic factor integration. Use when building or reviewing K-12 early warning systems, student retention platforms, or education analytics dashboards.
balance-test
Analyze game balance by extracting stats from code and running mathematical simulations. Calculates DPS tier lists, TTK matrices, EHP comparisons, and character power rankings. Stress-tests economy earn/spend rates, progression XP curves, and unlock pacing. Runs Monte Carlo simulations on drop rates, loot tables, and crafting RNG. Use when tuning weapon damage, checking if characters are overpower
readme
Generate project documentation — README files, API docs, and changelogs. Triggers: README, documentation, generate docs, document this project, write README, API docs, changelog.
scale-audit
Scalability audit — identifies performance bottlenecks, unbounded queries, N+1 patterns, missing indexes, synchronous blocking operations on hot paths, and memory pressure points. Outputs a prioritized fix list.
design-animate
Add purposeful motion to interfaces using modern CSS — scroll-driven animations, view transitions, @starting-style, and GPU-accelerated transforms. Zero JS animation libraries needed. Supports web and Flutter. Use when: 'add animation', 'animate', 'add motion', 'transitions', 'scroll animation', 'page transitions', 'loading animation', 'micro-interactions'.