Product Requirements Document writing - PRD templates, MoSCoW prioritization, user personas, competitive analysis, feature specs…
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.
Quick pre-commit checks — lint:fix -> test
Configures pre-commit hooks for linting, type checking, formatting, and testing.
Prospective failure analysis using Gary Klein's pre-mortem technique.
Guide prospective hindsight analysis to identify project risks before failure occurs.
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…
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.