AI Prompts & Skills Resources
Skills, Prompts, Workflows — battle-tested, copy and run
ai-startup-feasibility-check
A feasibility gate for AI startup ideas and market research, combining a risk checklist, three-axis scoring, and a 10-question diagnostic.
business-analysis-pipeline
Run AI product or startup ideas through a seven-step business analysis pipeline with weighted scoring and traceable evidence.
credibility-review
Review drafts for credibility by combining reader-trajectory scoring with anti-pattern detection, then return a publish/review/reject verdict.
daily-report
Render AI news inputs or structured JSON into TranFu-branded daily report images for social and community distribution.
elite-market-researcher
A senior market-research mode that blends consulting, investment banking, VC, and operator lenses into deep industry reports.
goal-driven-decomposition
Decompose complex build or design goals into goal docs, personas, staged plans, implementation slices, and validation loops.
lark-safe-write
A safe write workflow for Lark or Feishu wiki pages, enforcing backup, write, and verification before changes are considered done.
market-analysis
A panoramic market-analysis workflow covering market size, inflection points, TAM, competition, pain points, funding, and policy signals.
project-packaging
Audit GitHub project readiness and guide missing README, license, examples, CI, release notes, and packaging improvements.
project-scoring
Score AI workflow projects and produce a decision memo with weighted criteria, hard gates, risks, and one recommended next step.
prompt-review
A multi-round review loop for prompts, skills, and agent definitions, using an engineering checklist until issues are resolved.
skill-reverse-engineer
Reverse-engineer, audit, and improve AI agent skills by turning opaque workflows into understandable design formulas.
structured-thinking-advisor
Switch the assistant into a structured-thinking advisor that critiques logic, improves structure, and co-designs better options.
visual-pipeline
A three-stage visual design pipeline for pages: define displayed information, shape the layout framework, then apply style and execution.
write-spec
Turn fuzzy ideas or feature requests into structured PRDs or feature specs with goals, non-goals, stories, acceptance criteria, and metrics.
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