GitHub
postmortem-and-learning-extractor
Extracts reusable lessons after incidents, failures, or project milestones. Use to update skills and prevent future mistakes.
☆ 0查看技能
hohai99 AI Skills
GitHub ↗浏览 hohai99 维护的已发布 AI 技能，比较用途与说明，并通过来源仓库了解安装方式。
作者统计
已收录技能
36收录技能的仓库 Stars 合计
0仓库 Forks
36平均每个技能的仓库 Stars
0同一仓库中的多个技能可能共享 Stars，合计包含重复仓库数据。
热门分类
近期收录动态
全部技能
GitHub
regression-and-parity-check
Validates that changes maintain parity with previous system behavior and don't introduce regressions. Use after implementation or migration.
☆ 0查看技能
GitHub
legacy-behavior-snapshot
Captures existing system behavior before migration to ensure parity. Use at the start of any migration project.
☆ 0查看技能
GitHub
orchestrated-development-controller
Orchestrates the correct skills automatically across project creation and migration workflows. Use as the default controller.
☆ 0查看技能
GitHub
system-context-extractor
Extracts architectural, business, and operational context from existing systems. Use to build mental models of unfamiliar codebases.
☆ 0查看技能
GitHub
user-intent-pattern-analyzer
Analyzes user prompt behavior over time to infer stable intent patterns and preferences. Use continuously to minimize friction.
☆ 0查看技能
GitHub
lifecycle-health-monitor
Monitors overall project health across time, specifically looking for spec drift and debt. Use during regular project reviews.
☆ 0查看技能
GitHub
workspace-domain-glossary
Builds and enforces a shared domain vocabulary for the project to prevent terminology drift and confusion. Use when specs or code involve domain terms.
☆ 0查看技能
GitHub
mvp-scope-guard
Prevents MVP scope creep based on this project's constraints. Use during early design.
☆ 0查看技能
GitHub
no-guess-implementation
Implements tasks strictly according to specification without invented behavior. Use during coding.
☆ 0查看技能
GitHub
architecture-consistency-enforcer
Ensures new designs align with existing project architecture patterns to prevent drift and technical debt. Use when proposing or reviewing architecture.
☆ 0查看技能
GitHub
behavior-first-analysis
Defines observable system behavior independent of implementation details. Use before refactoring, migrating, or rewriting legacy systems.
☆ 0查看技能
GitHub
spec-driven-planning
Converts ambiguous requirements into strict, implementable specifications. Use before any coding.
☆ 0查看技能
GitHub
implementation-boundary-guard
Prevents implementers from crossing spec or task boundaries. Use during coding.
☆ 0查看技能
GitHub
backward-compatibility-guardian
Ensures that system changes don't break existing API consumers or persistent data structures. Use during feature modifications.
☆ 0查看技能
GitHub
long-term-debt-tracker
Tracks, classifies, and prioritizes technical debt (code, spec, and process) over time. Use to prevent silent rot.
☆ 0查看技能
GitHub
skill-evolution-engine
Proposes creation, modification, or retirement of skills based on recurring user needs and system friction.
☆ 0查看技能
GitHub
decision-freeze-governor
Determines whether documentation is sufficient to proceed without human clarification. Use before implementation to prevent rework.
☆ 0查看技能
GitHub
project-regression-checklist
Applies project-specific regression criteria to ensure existing functionality remains intact. Use during testing and review.
☆ 0查看技能
GitHub
self-healing-debugger
Fixes implementation bugs detected by tests while preserving spec intent. Use only after test failures classified as implementation bugs.
☆ 0查看技能
GitHub
self-test-generator
Generates tests directly from specifications and tasks. Use immediately after implementing a task.
☆ 0查看技能
GitHub
autonomous-test-runner
Executes generated tests and interprets results without human input. Use after tests are generated.
☆ 0查看技能
GitHub
spec-violation-detector
Detects mismatches between implementation and specification. Use when tests fail but behavior seems intentional.
☆ 0查看技能
GitHub
security-and-compliance-baseline
Ensures changes respect security, privacy, and compliance constraints. Use before release.
☆ 0查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。