GitHub
maplibre-layers
Use when adding map layers, managing GeoJSON sources, styling markers, or handling layer interactions. Load for layer registration patterns, markRaw usage, MglGeoJsonSource components, data-driven styling, and...
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数据与 AI AI 技能
发现 数据与 AI 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: 数据与 AI
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GitHub
config-tuning
Use when you notice a pattern that should be in the config. Analyzes current setup, researches best practices, and proposes specific config changes. Also use when asked to improve agent behavior or workflows.
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GitHub
openspec-propose
Use when adding features, changing behavior, or modifying architecture. Creates change proposal with specs and tasks. ALWAYS ask for approval before proceeding to implementation. Do NOT use for bug fixes or tri...
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GitHub
brainstorming
Use when request is vague, complex, or needs design exploration BEFORE implementation. Ask questions one at a time. Do NOT use for clear, mechanical tasks. Output: design ready for OpenSpec proposal.
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GitHub
executing-tasks
Use when working through any task checklist (not just OpenSpec). Complete one task, verify, mark done, then next. No skipping, no adding, no reordering.
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GitHub
gameplay-browser
Test game via browser with Chrome DevTools. Navigate UI, play through game flow, observe behavior and report issues.
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GitHub
systematic-debugging
Use for ANY bug, test failure, or unexpected behavior. Use BEFORE proposing fixes. Four phases: investigate, analyze, hypothesize, implement. Ensures understanding before attempting solutions.
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GitHub
shadcn-vue
Context and reference for building UI with shadcn-vue components. Load when adding, modifying, or debugging UI components.
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GitHub
testing
Run tests before and after changes. Only add tests for complex logic, not boilerplate. Database tests matter most.
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GitHub
gameplay-sql
Test game mechanics via SQL. Use game_* tools for gameplay flow.
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GitHub
game-scoring
Use when working with candidate scoring, confidence calculation, softmax aggregation, or guess decision logic. Load for understanding how candidates are ranked, when the system decides to guess, and how semanti...
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GitHub
postgis-spatial
Use when working with geographic queries, geometry filtering, ST_* functions, or region-based candidate filtering. Load for PostGIS spatial operations, polygon intersections, distance calculations, or geographi...
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GitHub
vue-composables
Use when creating reusable composables, managing reactive state, or implementing the Composition API. Load for useX patterns, Pinia store patterns, withLoadingState helper, lifecycle management, and type-safe s...
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GitHub
trait-learning
Use when working with trait extraction, place enrichment, or the learning loop. Load for understanding how the system learns from gameplay, how traits are extracted from Nominatim + player sessions, async queue...
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GitHub
knowledge-sync
Use after completing a refactor, implementing a major feature, or when skills may be outdated. Analyzes code changes, identifies affected skills, and proposes updates to keep team knowledge current. Also use wh...
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GitHub
code-review
Use for quick self-review of small changes. For comprehensive review or cross-domain changes, dispatch @code-reviewer agent instead.
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GitHub
subagent-workflow
Use when orchestrating subagents for implementation. Covers when to dispatch vs recall, how to scope tasks, session management, and handoff patterns. Load this before working with any subagent.
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GitHub
database-first
REQUIRED before implementing any game feature, scoring logic, state transition, or decision-making. ALL business logic lives in PostgreSQL - frontend is presentation only. Load this to understand where code bel...
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GitHub
using-skills
Load at session start or when unsure which skill applies. Explains available skills and when to use each. Check this to understand the skill system.
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GitHub
openspec-check
Use BEFORE any implementation to check if specs exist for the capability. Run this first when starting any feature work. Reports: spec exists, no spec, or active change in progress.
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GitHub
service-consolidator
Find and consolidate duplicate service implementations in Leavn app - analyze variants, choose winner, update call sites, delete duplicates
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GitHub
github-research
Use the gitbug mcp and learn about how code should look
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GitHub
leavn-commit-machine
Create clean, descriptive git commits for Leavn app following emoji prefix convention with comprehensive change summaries
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GitHub
code-review
Review code and suggest improvements, refactors, and clarifications
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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。