研究与调研 AI 技能

发现研究与调研相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。

分类目录: 研究与调研

研究与调研清除筛选

GitHub

api-design

akaszubski

REST API design best practices, versioning strategies, error handling, pagination, and OpenAPI documentation. Use when designing or implementing REST APIs, HTTP endpoints, or API documentation.

☆ 10查看技能

GitHub

State persistence patterns for autonomous-dev including JSON persistence, atomic writes, file locking, crash recovery, and state versioning. Use when implementing stateful libraries or features requiring persis...

☆ 10查看技能

GitHub

documentation-guide

akaszubski

Documentation standards and automation. Use when updating docs, writing guides, or synchronizing code with documentation.

☆ 10查看技能

GitHub

code-review

akaszubski

This skill should be used when reviewing code or preparing code for review. It provides guidelines for what to look for in reviews, how to write constructive feedback, and standards for review comments.

☆ 10查看技能

GitHub

advisor-triggers

akaszubski

Detects when user requests warrant critical analysis via /advise command

☆ 10查看技能

GitHub

documentation-currency

akaszubski

Detects stale documentation - outdated status markers, old TODOs, version lag

☆ 10查看技能

GitHub

semantic-validation

akaszubski

GenAI-powered semantic validation - detects outdated docs, version mismatches, and architectural drift

☆ 10查看技能

GitHub

database-design

akaszubski

Database schema design, migrations, query optimization, and ORM patterns. Use when designing database schemas, writing migrations, optimizing queries, or working with ORMs like SQLAlchemy or Django ORM.

☆ 10查看技能

GitHub

file-organization

akaszubski

Enforces project file organization standards from CLAUDE.md/PROJECT.md - auto-fix mode

☆ 10查看技能

GitHub

architecture-patterns

akaszubski

This skill should be used when designing system architecture, making architectural decisions, or evaluating design patterns. It provides guidance on common patterns, ADR templates, design principles, and tradeo...

☆ 10查看技能

GitHub

observability

akaszubski

Structured logging, debugging techniques (pdb/ipdb), profiling (cProfile/line_profiler), stack traces, performance monitoring, and metrics. Use when adding logging, debugging issues, or optimizing performance.

☆ 10查看技能

GitHub

project-alignment

akaszubski

PROJECT.md alignment patterns and validation strategies

☆ 10查看技能

GitHub

skill-integration-templates

akaszubski

Standardized templates and patterns for integrating skills into agent prompts. Reduces token overhead through reusable skill reference syntax, action verbs, and progressive disclosure usage guidelines.

☆ 10查看技能

GitHub

consistency-enforcement

akaszubski

Documentation consistency enforcement - prevents drift between README.md and actual codebase state. Auto-activates when updating docs, committing changes, or working with skills/agents/commands.

☆ 10查看技能

GitHub

git-workflow

akaszubski

Git best practices, commit conventions, branching strategies, and pull request workflows. Use when working with git operations, commits, branches, or PRs.

☆ 10查看技能

GitHub

agent-output-formats

akaszubski

Standardized output formats for research, planning, implementation, and review agents. Use when generating agent outputs or parsing agent responses.

☆ 10查看技能

GitHub

cross-reference-validation

akaszubski

Validates all documentation references - file paths, links, line numbers, code examples

☆ 10查看技能

GitHub

gaik-toolkit

GAIK-project

GAIK (Generative AI Knowledge Management Toolkit) development guidance. Use when working with: structured data extraction from documents/PDFs/audio, schema generation, document parsing (VisionParser, PyMuPDFPar...

☆ 10查看技能

GitHub

orchestrator

Dowwie

Thin orchestrator for Task Decomposition Protocol v2. Supports two modes - /plan (decompose spec into tasks) and /execute (run tasks via subagents). Delegates all state management to the tasker CLI.

☆ 10查看技能

GitHub