GitHub
observability-architecture
LiteLLM-RS Observability Architecture. Covers Prometheus metrics, OpenTelemetry tracing, structured logging, health checks, and alerting integration.
☆ 17查看技能
工具与集成 AI 技能
发现 工具与集成 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: 工具与集成
工具与集成 清除筛选
全部技能
GitHub
provider-development
LiteLLM-RS Provider 开发与架构指南。用于添加新 provider、迁移错误处理、维护 66+ provider 的一致性。包含架构对比分析和最佳实践。
☆ 17查看技能
GitHub
error-handling
LiteLLM-RS Error Handling Architecture. Covers two-tier error hierarchy, ProviderError factory methods, HTTP status mapping, retry logic, and error context preservation.
☆ 17查看技能
GitHub
auth-architecture
LiteLLM-RS Authentication Architecture. Covers JWT + API Key + RBAC multi-method auth, rate limiting with DashMap, middleware pipeline, and secure credential management.
☆ 17查看技能
GitHub
streaming-architecture
LiteLLM-RS Streaming Architecture. Covers UnifiedSSEParser, SSETransformer trait, VecDeque buffering, provider-specific transformers, and real-time event handling.
☆ 17查看技能
GitHub
caching-architecture
LiteLLM-RS Caching Architecture. Covers Redis caching, vector database semantic caching, multi-tier cache strategy, TTL management, and cache invalidation patterns.
☆ 17查看技能
GitHub
config-architecture
LiteLLM-RS Configuration Architecture. Covers YAML loading, environment variable override, validation patterns, type-safe config models, and hot reloading.
☆ 17查看技能
GitHub
task-splitting
Split large tasks into smaller subtasks. Use when a task spans many modules or requires phased implementation.
☆ 17查看技能
GitHub
task-implementation
Execute next task from Implementation Plan. Use when user asks to implement next task, start next feature, or continue implementation.
☆ 17查看技能
GitHub
requirement-change
Add or modify tasks in Implementation Plan. Use when user proposes new requirements, changes priorities, or adjusts existing task scope.
☆ 17查看技能
GitHub
docs-maintenance
Maintain sloc-guard project documentation. Use when user completes a feature and asks to update docs.
☆ 17查看技能
GitHub
task-implementation
Execute next task from Implementation Plan. Use when user asks to implement next task, start next feature, or continue implementation.
☆ 17查看技能
GitHub
nvim-context
Get the current Neovim context as JSON (cursor position, current file, visual selection and diagnostics) to help answer questions about code at the current cursor position, visual selections and diagnostics. Us...
☆ 17查看技能
GitHub
kysely-sqlite-builder
Utility layer for Kysely on SQLite databases. Use when working with SQLite via Kysely for: schema definition and auto-migration, soft-delete patterns, precompiled queries, pagination, nested transactions using...
☆ 17查看技能
GitHub
edge-cases
Analyze checkpoint tests and suggest missing edge cases. Use after writing tests or when reviewing test coverage. Invoke with /edge-cases .
☆ 17查看技能
GitHub
edge-cases
Analyze checkpoint tests and suggest missing edge cases. Use after writing tests or when reviewing test coverage. Invoke with /edge-cases .
☆ 17查看技能
GitHub
test-ambiguity-detector
Analyze test cases against specifications to find ambiguous assumptions. Use when tests might be making assumptions not explicitly defined in the spec. Invoke with /test-ambiguity-detector .
☆ 17查看技能
GitHub
validate-run
Validate all checkpoints from an agent run directory in parallel. Spawns test-validator agents for each checkpoint and summarizes results. Invoke with /validate-run [problem].
☆ 17查看技能
GitHub
run-tests
Run problem tests using eval-snapshot instead of raw pytest. Use this to evaluate solutions against benchmark tests in Docker. Invoke with /run-tests .
☆ 17查看技能
GitHub
reclassify-tests
Reclassify tests by adding @pytest.mark.functionality to tests not explicitly shown in the spec. Invoke with /reclassify-tests .
☆ 17查看技能
GitHub
audit-spec
Audit a checkpoint specification for realism and design decision forcing. Reviews specs to remove hand-holding, hidden corner cases, and architectural giveaways. Invoke with /audit-spec .
☆ 17查看技能
GitHub
fix-solution
Continually test and repair solutions to benchmark problems until they pass. Use when a solution has failing tests. Invoke with /fix-solution .
☆ 17查看技能
GitHub
checkpoint-ambiguity-review
Review checkpoint specs and tests to identify tests that encode ambiguous interpretations rather than explicit requirements. Use when asked to check checkpoint_N.md against test_checkpoint_N.py, when auditing t...
☆ 17查看技能
GitHub
add-new-file
Guide for adding new files to this codebase while respecting architectural principles including Separation of Concerns, Common Closure Principle, small composable functions (max 20 lines), and externalizing con...
☆ 17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。