GitHub
api-integrator
Integrate external REST and GraphQL APIs with proper authentication (Bearer, Basic, OAuth), error handling, retry logic, and JSON schema validation. Use when making API calls, database queries, or integrating e...
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部署与运维 AI 技能
发现 部署与运维 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。
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GitHub
experience-library
Capture task outcomes, score performance, and derive rules as token priors for continual learning without model weight changes. Use for post-task feedback, experience capture, pattern extraction, and learning f...
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GitHub
skill-creator
Meta-skill to generate new Claude Agent Skills from natural-language descriptions. Use when creating skills, building custom workflows, generating new capabilities, or extending Claude's functionality. Outputs...
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GitHub
plan-execute
Two-phase workflow that generates explicit YAML plan before execution, with approval gates and checkpointing. Use for complex multi-file changes, refactoring, bug fixes with dependencies, or any task where mist...
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GitHub
uncertainty-routing
Route tasks to small model by default, escalate to large model only on low confidence detection, achieving 87% faster learning and 10-30x cost reduction while maintaining accuracy. Use for cost optimization, co...
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GitHub
vibe-coding-yaml
AI outputs YAML descriptors instead of code, CLI executes deterministically for 100% auditable behavior with zero slop. Use when auditability is critical, generated code review needed, or deterministic executio...
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GitHub
theory-grounding-reflector
Extract lessons from task failures using Reflector agent, merge insights via Curator pattern, achieving 10% accuracy improvement without context collapse. Use for post-failure analysis, lesson extraction, self-...
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GitHub
code-testing
Generate and run unit and integration tests using pytest (Python) or Jest (JavaScript) with fixtures, mocks, and async support. Use for test-driven development, code review validation, coverage verification, an...
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GitHub
smart-skill-loading
Auto-detect and load minimal context from Skills folders using progressive disclosure, trimming 1400 tokens from system prompt through metadata-first loading. Use when optimizing token usage, managing multiple...
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GitHub
continuous-skill-polishing
Convert repeated tasks into versioned skills, track performance gaps, and iteratively polish through Git version control. Use for identifying repeated patterns, improving skill consistency, tracking skill evolu...
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GitHub
parallel-session-orchestration
Run multiple agent tasks in parallel cloud sandboxes with real-time progress monitoring, achieving 2x throughput vs sequential execution. Use for multi-repo tasks, independent bug fixes, concurrent feature deve...
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GitHub
life-sciences-connector
Query PubMed and scientific databases for protocols, analyze biological data with Biopython, handle HIPAA-compliant data. Use for biology research, protocol searches, sequence analysis, or scientific data handl...
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GitHub
sfh-viz
Generate rich visualizations for fractal horn design. Use when rendering 3D geometry, creating acoustic plots, animating simulations, building dashboards, or producing publication-quality figures. Central visua...
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GitHub
sfh-gen
Generate fractal horn geometries using space-filling curves and Mandelbrot expansion. Use when designing horn topology, creating geometry variations, or exploring fractal approaches for acoustic optimization. P...
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GitHub
sfh-mfg
Prepare horn geometries for metal additive manufacturing (L-PBF/SLM). Use when analyzing printability, optimizing orientation, generating supports, preparing build files, or estimating costs. Specializes in com...
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GitHub
sfh-sim
Run acoustic simulations on horn geometries using BEM analysis. Use when evaluating horn performance, analyzing impedance curves, calculating polar patterns, or scoring geometry variations. Returns acoustic met...
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GitHub
sfh-qa
Verify manufactured horns against design predictions. Use when running post-print inspection, acoustic measurements, comparing measured vs simulated performance, or generating verification reports. Determines i...
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GitHub
sfh-conductor
Orchestrate the SFH-OS fractal horn design pipeline. Use when the user wants to design a horn, run the full pipeline, manage iterations, or resolve conflicts between acoustic and manufacturing requirements. Thi...
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GitHub
debugging-process
Provides systematic debugging methodology for thorough root cause analysis with evidence-based investigation. Use this skill when investigating code, analyzing bugs, tracing errors, or understanding unexpected...
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GitHub
pr-description-format
Provides PR description format and workflow requirements for GitHub pull requests. Use this skill when creating PRs or using 'gh pr create'.
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GitHub
channel-message-sync
Go-style channel message synchronization via filesystem for testing goroutine communication patterns
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GitHub
resolve-issue
Provides a systematic workflow for resolving GitHub Issues. Use this skill when assigned a GitHub Issue or when delegated by the Issue Auto-resolver.
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GitHub
erlang-message-sync
Erlang-style message passing via /tmp file system. Use when simulating actor model with actual message synchronization between processes. Provides send/receive primitives with blocking and pattern matching.
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GitHub
git-repository-workflow
Provides Git repository workflow guidelines including branch management, testing practices (TDD), Docker environment handling, and PR workflow. Use this skill when implementing features, fixing bugs, or making...
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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。