reasoning-analogical
Transfer knowledge from source domains to novel target situations through structural mapping. Use when facing new markets, products, or situations where past experience provides relevant patterns. Produces adap...
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Transfer knowledge from source domains to novel target situations through structural mapping. Use when facing new markets, products, or situations where past experience provides relevant patterns. Produces adap...
Use when the user needs to choose, prioritize, or make a go/no-go decision among options.
Synthesize competing positions through structured thesis-antithesis-synthesis process. Use when stakeholders disagree, trade-offs exist, or multiple valid perspectives need integration. Produces integrated posi...
Systematic debugging that identifies root causes rather than treating symptoms. Uses sequential thinking for complex analysis, web search for research, and structured investigation to avoid circular reasoning a...
Use when the user asks why something happened, what’s wrong, root cause analysis, debugging, or incident explanation.
Produces concise, clear documentation by applying Elements of Style principles. Use when writing or improving any technical documentation (READMEs, guides, API docs, architecture docs). Not for code comments.
Redis 缓存管理、连接池、TTL策略、模式匹配删除、性能优化
Browser automation using Vercel's agent-browser CLI. Use when you need to interact with web pages, fill forms, take screenshots, extract data, or test web applications. Uses ref-based element selection from acc...
eBPF 与内核模块专家。处理 eBPF program, kernel module, map, tail call, perf event, 跟踪, 内核探针, 性能分析
Address code review feedback by evaluating validity and fixing issues — supports local agent feedback and GitHub PR threads. Triggers: "fix the review feedback", "address PR comments".
Write a technical article about a ShiftingCodes pass or related topic
Implement a new JavaScript native/builtin function (e.g. Array.from, String.prototype.trim, Math.abs).
Transition from manual code syntax writing to high-level intent specification. Use this when building software with AI-native tools (like Cursor), managing AI-generated codebases, or shifting an engineering tea...
A workflow for collaborating with AI coding agents (like Codex) on complex, multi-step software tasks. Use this when porting features between platforms, building rapid prototypes ("vibe coding"), or resolving "...
自动检测和修复Godot 3.x与4.x之间的API兼容性问题,基于实际项目经验提供针对性解决方案
Skill template with Bun Shell pattern. Copy this folder to create new skills.
Executes containment strategies to stop active adversary operations and prevent lateral movement during a confirmed security breach. Implements short-term and long-term containment using network segmentation, e...
Automate credential rotation for service accounts across Active Directory, cloud platforms, and application databases to eliminate stale secrets and reduce compromise risk.
Use Sysinternals Autoruns to systematically identify and analyze malware persistence mechanisms across registry keys, scheduled tasks, services, drivers, and startup locations on Windows systems.
Script metadata and scriptlet bundle patterns for Script Kit. Use when writing scripts, test files, or scriptlet bundles. Covers global metadata, legacy comment-based metadata, and YAML frontmatter for bundles.
JSpecify nullness annotations for Java APIs and tooling. Use when adopting or migrating JSpecify annotations, designing null-safe Java signatures and generics, or interpreting tool conformance and Kotlin intero...
Create Excalidraw diagram JSON files that make visual arguments. Use when the user wants to visualize workflows, architectures, or concepts.
Maintain AILANG CLI help as single source of truth. Use when: adding new commands, adding environment variables, updating command behavior, auditing CLI documentation, ensuring help.go matches codebase implemen...
Use the inference.sh CLI commands. Use when running app commands, agent commands, deploying, pulling, or managing inference.sh apps via command line.
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.