Debugging
Find and fix bugs, error analysis
aif-commit
by lee-to
Create conventional commit messages by analyzing staged changes. Generates semantic commit messages following the Conventional Commits specification. Use when user says "commit", "save changes", or "create commit".
aif-best-practices
by lee-to
Code quality guidelines and best practices for writing clean, maintainable code. Covers naming, structure, error handling, testing, and code review standards. Use when writing code, reviewing, refactoring, or asking "how should I name this", "best practice for", "clean code".
aif-evolve
by lee-to
Self-improve AI Factory skills based on project context, accumulated patches, and codebase patterns. Analyzes what went wrong, what works, and enhances skills to prevent future issues. Use when you want to make AI smarter for your project.
aif-verify
by lee-to
Verify completed implementation against the plan. Checks that all tasks were fully implemented, nothing was forgotten, code compiles, tests pass, and quality standards are met. Use after "/aif-implement" completes, or when user says "verify", "check work", "did we miss anything".
typescript-best-practices
by aiskillstore
Provides TypeScript patterns for type-first development, making illegal states unrepresentable, exhaustive handling, and runtime validation. Must use when reading or writing TypeScript/JavaScript files.
visual-verify
by edwinhu
"This skill should be used when the user asks to 'verify visual output', 'check how it looks', 'render and review', 'visual verify', 'check the slide', 'does this look right', or when any task produces rendered visual output (slides, charts, documents, UI). Starts a render-vision-fix loop using Gemini vision."
writing-revise
by edwinhu
"This skill should be used when the user asks to 'revise writing', 'fix review issues', 'polish draft', 'apply review feedback', 'complete writing workflow', or after /writing-review produces REVIEW.md with issues to fix."
notebook-debug
by edwinhu
This skill should be used when the user asks to "debug notebook", "inspect notebook outputs", "find notebook error", "read traceback from ipynb", "why did notebook fail", or needs to understand runtime errors in executed Jupyter notebooks from any source (marimo, jupytext, papermill).
docx-footnotes
by edwinhu
"Repair DOCX footnote damage from Google Docs or Word Online round-trips, and convert hardcoded supra/infra note references to auto-updating NOTEREF field codes. Use this skill whenever a user's .docx footnotes are broken after editing in a cloud editor — common symptoms include missing footnote separator lines, stripped paragraph styles (pStyle), author bio custom marks (*, †, ‡) replaced with numbers, footnote numbering starting at the wrong number, or TOC separator paragraphs that inflate to fill a whole page. Also use this skill when the user wants to convert 'supra note N' cross-references to NOTEREF fields, fix footnote numbering offsets caused by customMarkFollows bio footnotes, or perform any OOXML-level footnote surgery on a Word document. Even if the user doesn't mention OOXML or XML directly — if they describe footnote formatting problems in a .docx that was edited in Google Docs or Word Online, this is the right skill."
dev-ralph-loop
by edwinhu
"Per-task ralph loop pattern for implementation and debugging. One loop per task, not one loop per feature."
m13-domain-error
by actionbook
"Use when designing domain error handling. Keywords: domain error, error categorization, recovery strategy, retry, fallback, domain error hierarchy, user-facing vs internal errors, error code design, circuit breaker, graceful degradation, resilience, error context, backoff, retry with backoff, error recovery, transient vs permanent error, 领域错误, 错误分类, 恢复策略, 重试, 熔断器, 优雅降级"
core-fix-skill-docs
by actionbook
Rust Developer AI Assistance System — Meta-Problem-Driven Knowledge Indexing
domain-iot
by actionbook
"Use when building IoT apps. Keywords: IoT, Internet of Things, sensor, MQTT, device, edge computing, telemetry, actuator, smart home, gateway, protocol, 物联网, 传感器, 边缘计算, 智能家居"
m01-ownership
by actionbook
"CRITICAL: Use for ownership/borrow/lifetime issues. Triggers: E0382, E0597, E0506, E0507, E0515, E0716, E0106, value moved, borrowed value does not live long enough, cannot move out of, use of moved value, ownership, borrow, lifetime, 'a, 'static, move, clone, Copy, 所有权, 借用, 生命周期"
domain-web
by actionbook
"Use when building web services. Keywords: web server, HTTP, REST API, GraphQL, WebSocket, axum, actix, warp, rocket, tower, hyper, reqwest, middleware, router, handler, extractor, state management, authentication, authorization, JWT, session, cookie, CORS, rate limiting, web 开发, HTTP 服务, API 设计, 中间件, 路由"
m04-zero-cost
by actionbook
"CRITICAL: Use for generics, traits, zero-cost abstraction. Triggers: E0277, E0308, E0599, generic, trait, impl, dyn, where, monomorphization, static dispatch, dynamic dispatch, impl Trait, trait bound not satisfied, 泛型, 特征, 零成本抽象, 单态化"
Bun Macros
by secondsky
Evaluate JavaScript at bundle time and inline results. Use when optimizing compile-time code generation, embedding files, inlining environment variables, or executing code during the bundling process.
auto-animate
by secondsky
AutoAnimate (@formkit/auto-animate) zero-config animations for React. Use for list transitions, accordions, toasts, or encountering SSR errors, animation libraries complexity.
setup
by fcakyon
This skill should be used when user encounters "Linear auth failed", "Linear OAuth error", "Linear MCP error", "Linear not working", "unauthorized", or needs help configuring Linear integration.
diagnosing-bugs
by youlianvr
Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.
hardening-observability
by youlianvr
'Use when the user wants to: harden service limits/protection ("so it cannot be farmed", "add rate limit"), add metrics/logs/alerts, figure out why metrics lie, fix "database is locked", configure log files without conflicts, conduct a security audit (secrets, admin privileges, mass mailings). Covers: env-limits with safe defaults, metrics (newly_credited, upsert, snapshot), three-tier logging and audit logs, SQLite busy_timeout+WAL, rate-limit at the edge with monotonic, non-blocking event loop, secrets and token fingerprinting. Do not use for incident debugging (debug-incident-protocol) and refactoring (agent-refactor-safety).'
agent-refactor-safety
by youlianvr
'Use when the agent (or user) is about to: refactor/split a monolith, extract modules, merge two project versions, delete imports/functions, move changes between projects, or when after an edit "a line/feature disappeared" and it is unclear what broke. Covers: map before cut, import-and-lint loop, safe extraction order, compatibility facade, bind namespace + _LOCAL_NAMES guard, diff before copy, non-git merge protocol, regression protection (edits eat neighboring lines, verification AFTER the last edit). Do not use for incident debugging (debug-incident-protocol) and test writing (testing-discipline).'
cross-platform-gotchas
by youlianvr
'Use when writing/editing cross-platform scripts and installers (Python/bash, Linux/macOS/Windows): platform.system() vs sys.platform, regex in raw strings (r"\.zip" matches literal backslash), FileNotFoundError from subprocess.run, package manager fallback (winget→scoop→choco), Windows registry PATH (fresh binaries not visible to process), bash = WSL stub on Windows (need Git Bash), single source of truth instead of copies. Verified on Windows install bug report.'
focused-fix
by youlianvr
"Use when the user asks to fix, debug, or make a specific feature/module/area work end-to-end. Triggers: 'make X work', 'fix the Y feature', 'the Z module is broken', 'focus on [area]'. Not for quick single-bug fixes — this is for systematic deep-dive repair across all files and dependencies."