Agent skills for Microsoft Copilot

Draft PRDs with problem framing, users, requirements, acceptance criteria, scope, and measurable outcomes.

Write pre-analysis plans: PAP structure, registry, analysis strategy.

Use before merging a kimi-code release PR to preview the user-facing CLI changelog in Chinese.

Configures pre-commit hooks for linting, type checking, formatting, and testing.

Prospective failure analysis using Gary Klein's pre-mortem technique.

Use when running the final pre-submission preflight for a Journal of the American Chemical Society (JACS) manuscript via ACS Paragon Plus…

Use when running the final pre-submission preflight for a Journal of Accounting Research (JAR) manuscript — the Wiley Research Exchange…

Use when running the final pre-submission preflight for a Journal of Consumer Research (JCR) manuscript — ScholarOne portal, anonymization…

Enforces a mandatory 9-item context-loading checklist before writing sessions to prevent AI focus degradation in long-form projects.

Cancer treatment recommendations from molecular profile (mutations + cancer type + biomarkers) — FDA-approved + investigational therapies…

Use when a PlayCanvas scene's static lighting, shadows, or ambient occlusion costs too much per frame, or lighting must ship precomputed…

Prediction market arbitrage & alpha scout.

Predict persona performance in specific task contexts.

Fast headless browser for QA testing and site dogfooding.

Align a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO.

Detect and run project linters, formatters, and type checkers before committing or claiming completion.

Use when running the final pre-submission preflight for 《财贸经济》 — format, word count, blind review, references, anti-plagiarism, author…

Prepare for the preliminary hearings before the judge of guarantees: review of the legality of the arrest, formal charges, and…

Create a single premium 3D collectible toy-style icon from a requested word or concept.

Create or restyle a living animal or character as a premium 3D collectible icon with short, dense, carefully groomed fur and stylized toy…