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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

writing-plans

cipherstash

Use when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with exact file paths, complete code examples, and ve...

GitHub

conducting-plan-review

cipherstash

Complete workflow for evaluating implementation plans before execution with quality checklist and structured feedback

GitHub

following-plans

cipherstash

Algorithmic decision tree for when to follow plan exactly vs when to report BLOCKED - prevents scope creep and unauthorized deviations

GitHub

test-driven-development

cipherstash

Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure fir...

GitHub

dual-verification

cipherstash

Use two independent agents for reviews or research, then collate findings to identify common findings, unique insights, and divergences

GitHub

writing-skills

cipherstash

Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing, iterating until bulletproof aga...

GitHub

systematic-debugging

cipherstash

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures u...

GitHub

testing-skills-with-subagents

cipherstash

Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skil...

GitHub

subagent-driven-development

cipherstash

Use when executing implementation plans with independent tasks in the current session - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates

GitHub

commit-workflow

cipherstash

Systematic commit process with pre-commit checks, atomic commits, and conventional commit messages

GitHub

executing-plans

cipherstash

Use when partner provides a complete implementation plan to execute in controlled batches with review checkpoints - loads plan, reviews critically, executes tasks in batches, reports for review between batches

GitHub

finishing-a-development-branch

cipherstash

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

GitHub

pdf

wordflowlab

全面的PDF处理工具包,支持文本提取、表格处理、PDF创建、文档合并/分割以及表单处理。当需要填写PDF表单或以编程方式处理、生成或分析PDF文档时使用。

GitHub

pdfmd

wordflowlab

将 PDF 文件转换为结构化的中文 Markdown 文本。只在用户明确要求“把 PDF 转成 Markdown/MD/文档”时使用本技能。

GitHub

consistency-checker

wordflowlab

写作过程中自动检查角色行为、世界规则和时间线一致性,在问题成为严重错误前主动提醒

GitHub

whatsapp-message-management

natea

Use when user wants to capture tasks, send briefings, or manage life via WhatsApp - leverages existing WhatsApp MCP for mobile-first workflow

GitHub

looper-live-test

nibzard

Run a live Looper smoke test by creating a temporary project (PROJECT.md + to-do.json), executing looper for one iteration, observing output, and reporting results. Use when verifying looper behavior or demonst...

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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