文件操作
文件系统与批量文件任务
b2c-custom-caches
SalesforceCommerceCloud
Implement custom caching with CacheMgr in B2C Commerce. Use when adding application-level caching, cache invalidation, or optimizing performance with custom cache regions. Covers cache definition JSON, CacheMgr API, and cache entry lifecycle.
st
tkersey
Manage persistent task plans in repo-committed JSONL (.step/st-plan.jsonl) so state survives turns/sessions and stays reviewable in git. Use when users ask to "use $st", "resume the plan", "export/import plan state", "checkpoint milestones", "track dependencies/blocked work", "show ready next tasks", "keep shared TODO status on disk", "map a $select plan into durable execution state", "prove $st works for implementation tracking", or diagnose/repair st-plan.jsonl concerns (for example append-only vs mutable semantics, lock-file gitignore policy, or seq/checkpoint integrity).
creative-problem-solver
tkersey
Lateral-thinking playbook that always returns a five-tier strategy portfolio (Quick Win through Moonshot). Use when you need options, alternatives, or trade-offs; when progress is stalled or failing repeatedly; or when you ask to think creatively, reframe constraints, and choose a strategic path before execution.
xit
tkersey
"Use when a repo has .xit/ or the user asks for xit: translate git-like intents to non-interactive xit CLI commands (status/diff/log --cli, add/commit/branch/merge/cherry-pick), avoid the TUI, and do not use git unless explicitly requested."
complexity-mitigator
tkersey
Mitigate incidental code complexity when control flow is tangled, nesting is deep, names are hard to parse, or reasoning requires cross-file hops. Use when a review stalls on readability, you need an analysis-first refactor plan before edits, or you want essential-vs-incidental verdicts, ranked simplification steps, a small structural sketch, and a TRACE assessment (analysis-only; no edits).
Agent Filesystem
redis
agent-filesystem is already running Run afs down first
keep
hughpyle
Reflective Memory
piglet
PsiACE
Practical Python craftsmanship guidance based on One Python Craftsman. Use when writing, refactoring, or reviewing Python code for naming, branching, data structures, functions, exceptions, loops, decorators, imports, file I/O, edge cases, and modern syntax choices. If the skills set includes friendly-python, suggest invoking it for better Python outcomes.
C++ Ecosystem
takeokunn
This skill should be used when working with C++ projects, CMakeLists.txt, Ninja, clang-tidy, clang-format, GoogleTest, Catch2, or Modern C++ (C++11-23) language patterns. Provides comprehensive C++ ecosystem patterns and best practices.
Emacs Ecosystem
takeokunn
This skill should be used when the user asks to "write elisp", "emacs config", "init.el", "use-package", ".el file", "emacs lisp", or "magit". Provides comprehensive Emacs ecosystem patterns and best practices. For org-mode, use org-ecosystem skill.
Go Ecosystem
takeokunn
This skill should be used when the user asks to "write go", "golang", "go.mod", "go module", "go test", "go build", or works with Go language development. Provides comprehensive Go ecosystem patterns and best practices.
Investigation Patterns
takeokunn
This skill should be used when the user asks to "investigate code", "analyze implementation", "find patterns", "understand codebase", "debug issue", "find bug", "troubleshoot", or needs evidence-based code analysis and debugging. Provides systematic investigation and debugging methodology.
Org Ecosystem
takeokunn
This skill should be used when the user asks to "write org", "org-mode", "org file", ".org file", "org syntax", "org document", "org babel", "org export", "org agenda", "org capture", "GTD", "literate programming", "org publishing", or "org-mode workflow". Provides comprehensive Org-mode patterns and best practices.
retrieving-mlflow-traces
mlflow
Retrieves MLflow traces using CLI or Python API. Use when the user asks to get a trace by ID, find traces, filter traces by status/tags/metadata/execution time, query traces, or debug failed traces. Triggers on "get trace", "search traces", "find failed traces", "filter traces by", "traces slower than", "query MLflow traces".
Exploration Tools
takeokunn
Tool definitions and usage patterns for codebase exploration (Glob, Grep, Read, LSP). Agents reference this skill instead of inline tool definitions.
searching-mlflow-docs
mlflow
Searches and retrieves MLflow documentation from the official docs site. Use when the user asks about MLflow features, APIs, integrations (LangGraph, LangChain, OpenAI, etc.), tracing, tracking, or requests to look up MLflow documentation. Triggers on "how do I use MLflow with X", "find MLflow docs for Y", "MLflow API for Z".
quick-stats
marketcalls
Quickly fetch data and print key backtest stats for a symbol with a default EMA crossover strategy. No file creation needed - runs inline in a notebook cell or prints to console.
setup
marketcalls
Set up the Python backtesting environment. Detects OS, creates virtual environment, installs dependencies (openalgo, ta-lib, vectorbt, plotly), and creates the backtesting folder structure.
notion-cli
4ier
Work with Notion from the terminal using the notion CLI. Use when the user needs to read, create, update, query, or manage Notion pages, databases, blocks, comments, users, or files programmatically. Covers the entire Notion API with 44 commands. Triggers: Notion workspace automation, database queries, page creation, block manipulation, comment threads, file uploads, relation management, database export, multi-workspace management, or any Notion API interaction from the command line.
vapor-ui
goorm-dev
Vapor UI design system component and icon guide, UI mockup generator, and Figma design converter. Provides component catalog, icon lookup, usage patterns, props documentation, and converts Figma designs to production-ready vapor-ui code. Use when user asks "vapor-ui components", "vapor-ui icons", "아이콘 찾기", "vapor-ui 사용법", "vapor-ui를 사용해서 시안 구현", "convert figma", "figma to code", "implement design from figma", provides a Figma URL, or mentions specific components like "Button", "Input", "Modal".
anti-money-laundering
JoelLewis
"BSA/AML compliance: CTRs, SARs, OFAC screening, structuring detection, FinCEN requirements, red flags for money laundering."
integration-patterns
JoelLewis
"Financial systems integration: API design, FIX protocol, ISO 20022 messaging, event-driven architecture, batch processing, idempotency, and error handling patterns."
atris
atrislabs
"Atris workspace navigation for atris repos, TODO files, tasks, MAP.md, backlog, and where-is-X questions. Use when navigating an Atris workspace, finding files via MAP.md, or checking task state."
python-knowledge-patch
Nevaberry
This skill should be used when writing Python code, using t-strings (template strings), deferred annotation evaluation, free-threaded Python, subinterpreters, zstd compression, or any Python features from 3.13+ (2024-2026).