Skip to main content
Jiacheng's Wiki
Docs
AI 大模型
Prompts
GitHub
Search
Prompt Library
提示词库
统一存放高质量提示词，支持搜索与一键复制。把它当作你的提示词底座。
43 / 43
全部 Prompt
43
代码深度导读助手
源码精读助手.md
自动梳理本地代码项目，从架构、模块、核心流 程到 README 生成完整中文学习笔记。
查看
工程博客精读助手
工程博客精读助手.md
精读英文工程博客，拆解核心问题、技术设计、工程取舍和可复用经验。
查看
技术面经生成助手
技术面经生成助手.md
面向 AI Infra、RAG、Agent 等高阶技术面试题，生成结构化、工程化的深度回答。
查看
Accessibility Checklist
agent-skills/references/accessibility-checklist.md
# Accessibility Checklist Quick reference for WCAG 2.1 AA compliance. Use alongside the `fronten...
查看
Agent Personas
agent-skills/agents/README.md
# Agent Personas Specialist personas that play a single role with a single perspective. Each per...
查看
api-and-interface-design
agent-skills/skills/api-and-interface-design/SKILL.md
Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.
查看
browser-testing-with-devtools
agent-skills/skills/browser-testing-with-devtools/SKILL.md
Tests in real browsers. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data via Chrome DevTools MCP.
查看
Build
agent-skills/claude-commands/build.md
Implement the next task incrementally — build, test, verify, commit
查看
ci-cd-and-automation
agent-skills/skills/ci-cd-and-automation/SKILL.md
Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies.
查看
Code Simplify
agent-skills/claude-commands/code-simplify.md
Simplify code for clarity and maintainability — reduce complexity without changing behavior
查看
code-review-and-quality
agent-skills/skills/code-review-and-quality/SKILL.md
Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch.
查看
code-reviewer
agent-skills/agents/code-reviewer.md
Senior code reviewer that evaluates changes across five dimensions — correctness, readability, architecture, security, and performance. Use for thorough code review before merge.
查看
code-simplification
agent-skills/skills/code-simplification/SKILL.md
Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code that has accumulated unnecessary complexity.
查看
context-engineering
agent-skills/skills/context-engineering/SKILL.md
Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and context for a project.
查看
debugging-and-error-recovery
agent-skills/skills/debugging-and-error-recovery/SKILL.md
Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing.
查看
deprecation-and-migration
agent-skills/skills/deprecation-and-migration/SKILL.md
Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when deciding whether to maintain or sunset existing code.
查看
documentation-and-adrs
agent-skills/skills/documentation-and-adrs/SKILL.md
Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase.
查看
frontend-ui-engineering
agent-skills/skills/frontend-ui-engineering/SKILL.md
Builds production-quality UIs. Use when building or modifying user-facing interfaces. Use when creating components, implementing layouts, managing state, or when the output needs to look and feel production-quality rather than AI-generated.
查看
git-workflow-and-versioning
agent-skills/skills/git-workflow-and-versioning/SKILL.md
Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, or when you need to organize work across multiple parallel streams.
查看
idea-refine
agent-skills/skills/idea-refine/SKILL.md
Refines ideas iteratively. Refine ideas through structured divergent and convergent thinking. Use "idea-refine" or "ideate" to trigger.
查看
Ideation Frameworks Reference
agent-skills/skills/idea-refine/frameworks.md
# Ideation Frameworks Reference Use these frameworks selectively. Pick the lens that fits the id...
查看
Ideation Session Examples
agent-skills/skills/idea-refine/examples.md
# Ideation Session Examples These examples demonstrate what good ideation sessions look like acr...
查看
incremental-implementation
agent-skills/skills/incremental-implementation/SKILL.md
Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a large amount of code at once, or when a task feels too big to land in one step.
查看
Orchestration Patterns
agent-skills/references/orchestration-patterns.md
# Orchestration Patterns Reference catalog of agent orchestration patterns this repo endorses, p...
查看
Performance Checklist
agent-skills/references/performance-checklist.md
# Performance Checklist Quick reference checklist for web application performance. Use alongside...
查看
performance-optimization
agent-skills/skills/performance-optimization/SKILL.md
Optimizes application performance. Use when performance requirements exist, when you suspect performance regressions, or when Core Web Vitals or load times need improvement. Use when profiling reveals bottlenecks that need fixing.
查看
Plan
agent-skills/claude-commands/plan.md
Break work into small verifiable tasks with acceptance criteria and dependency ordering
查看
planning-and-task-breakdown
agent-skills/skills/planning-and-task-breakdown/SKILL.md
Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large to start, when you need to estimate scope, or when parallel work is possible.
查看
Refinement & Evaluation Criteria
agent-skills/skills/idea-refine/refinement-criteria.md
# Refinement & Evaluation Criteria Use this rubric during Phase 2 (Evaluate & Converge) to stres...
查看
Review
agent-skills/claude-commands/review.md
Conduct a five-axis code review — correctness, readability, architecture, security, performance
查看
Security Checklist
agent-skills/references/security-checklist.md
# Security Checklist Quick reference for web application security. Use alongside the `security-a...
查看
security-and-hardening
agent-skills/skills/security-and-hardening/SKILL.md
Hardens code against vulnerabilities. Use when handling user input, authentication, data storage, or external integrations. Use when building any feature that accepts untrusted data, manages user sessions, or interacts with third-party services.
查看
security-auditor
agent-skills/agents/security-auditor.md
Security engineer focused on vulnerability detection, threat modeling, and secure coding practices. Use for security-focused code review, threat analysis, or hardening recommendations.
查看
Ship
agent-skills/claude-commands/ship.md
Run the pre-launch checklist via parallel fan-out to specialist personas, then synthesize a go/no-go decision
查看
shipping-and-launch
agent-skills/skills/shipping-and-launch/SKILL.md
Prepares production launches. Use when preparing to deploy to production. Use when you need a pre-launch checklist, when setting up monitoring, when planning a staged rollout, or when you need a rollback strategy.
查看
source-driven-development
agent-skills/skills/source-driven-development/SKILL.md
Grounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated patterns. Use when building with any framework or library where correctness matters.
查看
Spec
agent-skills/claude-commands/spec.md
Start spec-driven development — write a structured specification before writing code
查看
spec-driven-development
agent-skills/skills/spec-driven-development/SKILL.md
Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea.
查看
Test
agent-skills/claude-commands/test.md
Run TDD workflow — write failing tests, implement, verify. For bugs, use the Prove-It pattern.
查看
test-driven-development
agent-skills/skills/test-driven-development/SKILL.md
Drives development with tests. Use when implementing any logic, fixing any bug, or changing any behavior. Use when you need to prove that code works, when a bug report arrives, or when you're about to modify existing functionality.
查看
test-engineer
agent-skills/agents/test-engineer.md
QA engineer specialized in test strategy, test writing, and coverage analysis. Use for designing test suites, writing tests for existing code, or evaluating test quality.
查看
Testing Patterns Reference
agent-skills/references/testing-patterns.md
# Testing Patterns Reference Quick reference for common testing patterns across the stack. Use a...
查看
using-agent-skills
agent-skills/skills/using-agent-skills/SKILL.md
Discovers and invokes agent skills. Use when starting a session or when you need to discover which skill applies to the current task. This is the meta-skill that governs how all other skills are discovered and invoked.
查看