compound-docs
Capture solved problems as categorized documentation with YAML frontmatter for fast lookup
andrew-kane-gem-writer
This skill should be used when writing Ruby gems following Andrew Kane's proven patterns and philosophy. It applies when creating new Ruby gems, refactoring existing gems, designing gem APIs, or when clean, minimal, production-ready Ruby library code is needed. Triggers on requests like "create a gem", "write a Ruby library", "design a gem API", or mentions of Andrew Kane's style.
agent-native-architecture
Build applications where agents are first-class citizens. Use this skill when designing autonomous agents, creating MCP tools, implementing self-modifying systems, or building apps where features are outcomes achieved by agents operating in a loop.
developing-nextjs
Use this skill when developing Next.js 16+ applications - creating pages, components, layouts, API routes, implementing proxy.ts, adding caching with Cache Components, or refactoring frontend code. This includes working with App Router patterns, Server Components, Server Actions, React 19+ features, and Tailwind CSS v4.
tox-paper-extractor
End-to-end OA literature pipeline for toxicity/peptide experimental data. Use to discover candidates (Europe PMC), download OA full text + supplementary (PDF/JATS XML/PMC OA packages), extract traceable raw records (tables/supp → raw_extractions.csv + raw_experimental_records.csv + extracted_tables), generate monitoring reports, and screen records for training readiness (units/aggregation/censoring).
dl-paper-code-blog
Craft long-form, Chinese blog posts that connect deep-learning papers with their code repositories using the auto-collected bundle (materials_manifest, paper_text, figures, repo_context, lsky cache). Use this skill whenever a user provides such a bundle and wants a TL;DR, method deep dive, experiment analysis, reproduction guide, and media assets.
lsky-uploader
Upload files to the self-hosted Lsky image bed (https://lsky.xueguo.us/api/v1), fetch the returned URLs/Markdown snippets, and manage albums or strategies via the REST API. Use this skill whenever you need to programmatically push screenshots/assets to Lsky and return shareable links inside Codex.
commit-messager
Write clear and concise commit messages that accurately describe the changes made in the codebase
code-reviewer
Review code for best practices and potential issues. Use when reviewing code, checking PRs, or analyzing code quality.
Planning
Generate an implementation plan for new features or refactoring existing code.
Debug
Debug your application to find and fix a bug or errors
Architect
Architect or technical leader mode.
vibedev-flow-designer
Use when translating a program/app idea into a VibeDev MCP Job (deliverables, definition of done, invariants, and a small step plan) and preparing it to transition to READY without implementing features yet
vd-create
Create or refine a VibeDev Studio UnifiedWorkflow graph via tool calls. Use when the user says `$vd-create`, asks the model to “build the workflow graph”, “set up Research/Planning/Execution/Review steps”, or wants the model to collaboratively design prompts/conditions/breakpoints and write them into `unified_workflows` so the UI canvas shows the plan before running `$vd-next`.
vd-next
Advance a VibeDev workflow from chat. Use when the user types `$vd-next` / says “vd next” and wants the agent to fetch the next compiled step prompt from the VibeDev MCP HTTP server (`vibedev-mcp serve`) and handle breakpoint/new-thread/diagnose states.
duckdb-alb-log-analyzer
Analyze AWS Application Load Balancer (ALB) logs stored in S3 using DuckDB. Use when users request ALB log analysis, error investigation, performance analysis, traffic analysis, or need to query ALB access logs. Supports analyzing response times, status codes, error patterns, and traffic trends from S3-stored logs.
deep-research
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dealer-proposal
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skill-creator
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context7-cli
Use the local Context7 CLI in this repo to search libraries and fetch Context7 context for skills or documentation tasks. Trigger when you need to run `c7 search`/`c7 context`, resolve library IDs, or retrieve text/json outputs from Context7 via the CLI.
gh-cli
Standardize all GitHub interactions via the GitHub CLI (`gh`) instead of ad-hoc URLs, UI clicks, or direct REST API calls. Use when you need to read or change GitHub state (repos, issues, pull requests, reviews, check status, Actions workflows/runs, releases, labels, milestones, discussions, gists) and want deterministic output (prefer `--json` + `--jq`). Also use when the user provides a GitHub URL, including deep links like `https://github.com/OWNER/REPO/pull/123`, `.../issues/123`, `.../pull/123/files`, or comment permalinks like `#issuecomment-...`, and you need to fetch the underlying PR/issue/thread and reply. Fall back to `gh api` only when there is no first-class `gh NOUN VERB` command.
debug-mode
Run an iterative, hypothesis-driven “debug mode” loop to diagnose and fix a bug using targeted instrumentation and log capture. Use when the user wants an interactive debug loop, when you need to quickly narrow a failure via added debug statements, or when you need a lightweight way to centralize logs from a repro run (via `agent-skills debug` server + SSE UI).
crypto-expert
Crypto best-practices guidance and review across languages and domains. Use whenever cryptography, encryption, hashing, signatures, key/nonce/IV handling, randomness, password storage, TLS/PKI, secure channels, token formats, or "roll your own crypto" is mentioned, including high-level questions or code/design reviews. Trigger broadly to prevent subtle security mistakes.
commit-message
Format git commit messages combining Conventional Commits summary lines with Linux kernel-style bodies. Use when writing, reviewing, or formatting commit messages.
git-commit
Guide for breaking changes into logical, atomic commits using interactive staging. Use when committing changes that span multiple concerns, when needing to stage parts of files (hunks), when asked to create well-organized commit history, or when changes should be split into multiple commits.
waterfall-development
Enforces strict waterfall development workflow with phase gates. Use when (1) features.yml exists in project root, (2) user asks to implement/develop/build a feature, (3) user explicitly requests waterfall workflow. Creates features.yml if missing when invoked.
structured-logging
Guide for writing effective log messages using wide events / canonical log lines. Use when writing logging code, adding instrumentation, improving observability, or reviewing log statements. Teaches high-cardinality, high-dimensionality structured logging that enables debugging.
feature-file
Manage features.yml for tracking requirements and progress; use proactively ONLY when features.yml already exists, or invoke manually to create one; complements TodoWrite for persistent project state.
software-architecture
Document software architecture using ARCHITECTURE.md and docs/*.md files with Mermaid diagrams. Use proactively when ARCHITECTURE.md exists in project root, or invoke to create initial architecture documentation. Covers system design, data flows, component relationships, and code organization with references to key entry points and abstractions.
pr-author-agent
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telemetry-validator-agent
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signal-factory-core
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ci-gatekeeper-agent
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rca-copilot-agent
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python-code-review
Production-grade Python code review. Use when reviewing code, PRs, or analyzing code quality. Checks architecture, security, quality, testing, documentation, deployment, and consistency. Provides severity-rated issues with fix suggestions.
eda
Exploratory Data Analysis for tabular data. Use when analyzing column distributions, checking data quality, examining class balance, detecting missing patterns, or generating summary statistics for datasets.
auto-duplicate-fixer
Automate detection and removal of duplicate files/functions in TypeScript, JavaScript, and Python projects. Safely refactor imports, validate with tests, and deploy changes with zero risk of breaking the system.
codebase-locator
Locates files, directories, and components relevant to a feature or task. Call `codebase-locator` with human language prompt describing what you're looking for. Basically a "Super Grep/Glob/LS tool" — Use it if you find yourself desiring to use one of these tools more than once.
opencode-skill-generator
Generate OpenCode configuration components and skills. Use this skill when you need to create or update OpenCode agents, commands, MCP servers, plugins, tools, or full agent skills following the official opencode.json schema. Supports generating supagents, commands, mcp configs, frontmatter, plugins, and tool mappings.
fitness-tracker
Log and analyze workouts. Use when the user wants to (1) record a workout at the gym via conversation, (2) parse workout markdown files to CSV, (3) query exercise history with DuckDB, or (4) track fitness progress. Triggers on "log workout", "record workout", "track workout", "add exercises", "what did I lift", etc.
whatsapp-flows
Authoring WhatsApp Business Flows with validation, component guidance, and server integration patterns. Use when building conversational experiences, collecting user data, implementing conditional logic, or integrating with backend endpoints.
xlsform
Authoring data collection forms in Excel for mobile surveys. XLSForm converts Excel files to XForms for ODK, KoBoToolbox, and similar platforms. Use for field surveys, data collection, conditional forms, GPS tracking, and offline data gathering.
engage-indicators
Manage indicators and metrics in the Engage Analytics dbt project. Use when working with healthcare analytics indicators, adding new metrics, creating questionnaire response models, or understanding the metrics architecture. Triggers on requests involving indicator creation, metric definitions, questionnaire data models, PHQ-9/GAD-7 scores, mwTool eligibility, or dbt model development for Engage.
cortex
Capture conversation summaries and web content to daily notes. Use when user says "save this", "summarize", "capture notes", or pastes a URL without context.
actions-updater
This skill should be used when the user asks to "update GitHub Actions", "check for action updates", "upgrade workflow actions", "update actions to latest version", "replace dependabot for actions", "check for outdated actions", or wants to find outdated GitHub Actions in workflow files and update them to the latest release versions.
actions-optimiser
This skill should be used when the user asks to "optimise GitHub Actions", "improve my workflow", "make actions better", "review workflow usage", "how are others using this action", "find best practices for GitHub Actions", or wants to gather real-world context on how GitHub Actions are used to improve their workflows.
actions-debugger
When the user shares a GitHub Actions run URL, find the error with this skill
bloodbank-event-publisher
Complete guide for creating, publishing, and consuming events in the DeLoNET home network's 33GOD agentic developer pipeline. Built on RabbitMQ with strict type safety via Pydantic, async Python (aio-pika), FastAPI, and Redis-backed correlation tracking. This skill is REQUIRED for any work involving the home network event bus.
git-pull-request
How to create and manage pull requests in github using gh CLI.
agent-slack
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