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SkillsMP has collected 2,943 skills from tools-only/X-Skills. Open a skill to review its source and details.
tools-only/X-SkillsShowing 40 of 2,943 collected skills.
Use ONLY when explicitly requested by user or when invoked by a protocol in sessions/protocols/. DO NOT use proactively. Reviews code for security vulnerabilities, bugs, performance issues, and adherence to project patterns during context compaction or…
Use when creating a new task OR when starting/switching to a task that lacks a context manifest. ALWAYS provide the task file path so the agent can read it and update it directly with the context manifest. Skip if task file already contains "Context Manifest"…
Use when creating a new task OR when starting/switching to a task that lacks a context manifest. ALWAYS provide the task file path so the agent can read it and update it directly with the context manifest. Skip if task file already contains "Context Manifest"…
Updates task context manifest with discoveries from current work session. Analyzes implementation code and task file to understand what was learned. Only updates if drift or new discoveries found. Provide the task file path.
Updates task context manifest with discoveries from current work session. Reads transcript to understand what was learned. Only updates if drift or new discoveries found.
Audits documentation accuracy against actual implementation. Analyzes git history to identify when code and documentation diverged, extracts actual features from source code, compares against documentation claims. Generates comprehensive audit reports…
Verify documentation accuracy against implementation using git forensics and code analysis with file paths, line numbers, and commit SHAs. Use when checking if README matches code, auditing for documentation-code drift, finding undocumented features, or…
Use only during context compaction or task completion. Consolidates and organizes work logs into the task's Work Log section.
Generates user-facing README.md documentation for Claude Code plugins. Deeply researches plugin capabilities and writes compelling documentation that helps humans understand what the plugin does and why they should install it.
Use ONLY during context compaction or task completion protocols or if you and the user have identified that existing documentation has drifted from the code significantly. This agent updates CLAUDE.md files and module documentation to reflect current…
Updates CLAUDE.md files and module documentation to reflect current implementation. Use ONLY during context compaction, task completion protocols, or when documentation has significantly drifted from code. Adapts to mono-repo structure. Supply with task file…
Scientific delegation framework for orchestrators - provide observations and success criteria while preserving agent autonomy
Creates and refactors Bash 5.1+ scripts with modern best practices. Implements shellcheck compliance, proper error handling, and logging. Use when writing new scripts, modernizing existing ones, or debugging shell issues.
Resolve linting/type errors by investigating root causes, not silencing symptoms. Use when ruff, mypy, pyright, or basedpyright report issues. Researches rules, reads code context, loads python3-development skill, and elegantly rewrites code to fix underlying…
Implement embedded C/C++ code for nRF52 and STM32 targets. Use when writing firmware, implementing Zigbee clusters, creating FreeRTOS tasks, or modifying drivers. Follows MISRA-C guidelines and embedded best practices.
Guide to understanding and handling UNIX socket files in source distributions, including prevention strategies and troubleshooting socket-related build issues
Retrieve project versions from environment variables for CI/CD integration. Covers configuration, CI/CD workflows (GitHub, GitLab, Jenkins), Docker/Kubernetes integration, and best practices for external version management.
Navigation guide to comprehensive documentation for Hatchling's source distribution build target, including configuration options, file selection, metadata versions, and advanced features
Master multi-agent orchestration using Claude Code's TeammateTool and Task system. Use when coordinating multiple agents, running parallel code reviews, creating pipeline workflows with dependencies, building self-organizing task queues, or any task…
Run linting and formatting on files or discover project linters. Usage with /lint path or /lint init with optional --force flag
System architect for Python CLI tool design. Creates architecture specs, technology stack recommendations, command interfaces, and data models. Provides WHAT to build (interfaces, contracts, schemas), not HOW (implementation is handled by…
Complete guide to the hatch-vcs plugin for Hatchling, covering VCS-based versioning (Git/Mercurial), version file generation, build hook configuration, and migration patterns from setuptools.
Validate version formats and control version progression. Covers PEP 440 compliance, valid formats, invalid formats, and version bumping validation rules.
Researches feature requests and existing architecture documents to produce discovery context. Explores codebase patterns, identifies ambiguities, documents use scenarios, and surfaces questions for orchestrator resolution. Does NOT make technical…
Quick data freshness check. Use when the user asks if data is up to date, when a table was last updated, if data is stale, or needs to verify data currency before using it.
Trace downstream data lineage and impact analysis. Use when the user asks what depends on this data, what breaks if something changes, downstream dependencies, or needs to assess change risk before modifying a table or DAG.
Initialize warehouse schema discovery. Generates .astro/warehouse.md with all table metadata for instant lookups. Run once per project, refresh when schema changes. Use when user says "/data:init" or asks to set up data discovery.
Comprehensive DAG failure diagnosis and root cause analysis. Use for complex debugging requests requiring deep investigation like "diagnose and fix the pipeline", "full root cause analysis", "why is this failing and how to prevent it". For simple debugging…
Manages Apache Airflow operations including listing, testing, running, and debugging DAGs, viewing task logs, checking connections and variables, and monitoring system health. Use when working with Airflow DAGs, pipelines, workflows, or tasks, or when the…
Initialize and configure Astro/Airflow projects. Use when the user wants to create a new project, set up dependencies, configure connections/variables, or understand project structure. For running the local environment, see managing-astro-local-env.
Guide for migrating Apache Airflow 2.x projects to Airflow 3.x. Use when the user mentions Airflow 3 migration, upgrade, compatibility issues, breaking changes, or wants to modernize their Airflow codebase. If you detect Airflow 2.x code that needs migration,…
Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process: (1) create section outlines with key points using research-lookup, (2) convert to flowing prose. IMRAD structure,…
Production Python coding standards with automatic version detection (3.10-3.13). Use when writing, reviewing, or refactoring Python to ensure adherence to modern type syntax, LBYL exception handling, pathlib operations, ABC-based interfaces, and…
Comprehensive index of 82+ Dagster integrations organized by category. Includes AI (OpenAI, Anthropic), ETL (dbt, Fivetran, Airbyte, PySpark), Storage (Snowflake, BigQuery), Compute (AWS, Databricks, Spark), BI (Looker, Tableau), Monitoring, Alerting, and…
Search GitHub repos (public + private) for code patterns, implementations, and examples.
Used by /flow-next:prime to scan for CI/CD, PR templates, issue templates, and workflow automation. Do not invoke directly.
Epic completion review - verifies all epic tasks implement spec requirements. Triggers on /flow-next:epic-review.
Used by /flow-next:prime to scan for environment setup, .env templates, Docker, and devcontainer configuration. Do not invoke directly.
Gather modern best practices and pitfalls for the requested change.
Search .flow/memory/ for entries relevant to the current task or request.