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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

vm-bootstrap

stars-end

Linux VM bootstrap verification skill. MUST BE USED when setting up new VMs or verifying environment. Supports modes: check (warn-only), install (operator-confirmed), strict (CI-ready). Enforces Linux-only + mi...

GitHub

sync-feature-branch

stars-end

Commit current work to feature branch with Beads metadata tracking and git integration. MUST BE USED for all commit operations. Handles Feature-Key trailers, Beads status updates, and optional quick linting bef...

GitHub

plan-refine

stars-end

Iteratively refine implementation plans using the "Convexity" pattern. Simulates a multi-round architectural critique to converge on a secure, robust specification. Use when you have a draft plan that needs dee...

GitHub

beads-guard

stars-end

Safe Beads workflow helper (warning-only). Use before bd sync/close/create to avoid JSONL conflicts. Ensures you are on a feature branch, up to date with origin/master, and stages Beads files cleanly with Featu...

GitHub

coordinator-dx

stars-end

Coordinator playbook for running multi‑repo, multi‑VM work in parallel without relying on humans copy/pasting long checklists.

GitHub

hive-dispatch

stars-end

Dispatch Beads tasks to Claude Code on remote VMs via SSH. Use when: "dispatch to hive", "run on VM", "assign to runner", "send to host".

GitHub

dirty-repo-bootstrap

stars-end

Safe recovery procedure for dirty/WIP repositories. This skill provides a standardized workflow for: - Snapshotting uncommitted work to a WIP branch

GitHub

jules-dispatch

stars-end

Dispatches work to Jules agents via the CLI. Automatically generates context-rich prompts from Beads issues and spawns async sessions. Use when user says "send to jules", "assign to jules", "dispatch task", or...

GitHub

beads-workflow

stars-end

Beads issue tracking and workflow management with automatic git branch creation. MUST BE USED for Beads operations. Handles full epic→branch→work lifecycle, dependencies, and ready task queries. Use when creati...

GitHub

cass-search

stars-end

Coding Agent Session Search (CASS) for semantic search over past agent sessions. Use when looking for how something was solved before, finding past solutions, or searching conversation history. Keywords: search...

GitHub

skills-doctor

stars-end

Validate that the current VM has the right `agent-skills` installed for the repo you’re working in.

GitHub

verify-pipeline

stars-end

Run project verification checks using standard Makefile targets. Use when user says "verify pipeline", "check my work", "run tests", or "validate changes". Wraps `make verify-pipeline` (E2E), `make verify-analy...

GitHub

dcg-safety

stars-end

Destructive Command Guard (DCG) safety hook for all AI coding agents. Rust-based PreToolUse hook that blocks dangerous git and filesystem commands. Use when agent attempts destructive operations, safety verific...

GitHub

toolchain-health

stars-end

Validate Python toolchain alignment between mise, Poetry, and pyproject. Use when changing Python versions, editing pyproject.toml, or seeing Poetry/mise version solver errors. Invokes /toolchain-health to chec...

GitHub

bv-integration

stars-end

Beads Viewer (BV) integration for visual task management and smart task selection. Use for Kanban views, dependency graphs, and the robot-plan API for auto-selecting next tasks. Keywords: beads, viewer, kanban,...

GitHub

dx-alerts

stars-end

Lightweight “news wire” implemented **via Agent Mail threads**, not a separate bespoke system.

GitHub

quantum-templ-companion

Eashan123

Guide for creating companion ebooks for The Quantum Templ™ system. Use when creating sourcing guides, practical action guides, or companion materials for any of the eight Quantum Templ gates. The skill covers b...

GitHub

quantum-templ-ebook

Eashan123

Assists in writing ebooks 2-8 of The Quantum Templ™ System, maintaining consistency with Gate I's established voice, structure, and philosophy. Use when creating new Gate ebooks, drafting sections, or ensuring...

GitHub

testing-patterns

mance-cyber

Testing patterns for GoGoJap project. Use when writing tests, creating mocks, or following TDD workflow.

GitHub

design-architect

jitawangzi

激活首席架构师模式。用于项目初期,负责将模糊需求转化为精确的技术规格说明书、接口定义和测试计划。

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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