ai-toolbox
20 skills from desplega-ai/ai-toolbox · 5.1K installs
Install every skill in this repository:
npx skills add https://github.com/desplega-ai/ai-toolbox- 1

Comprehensive codebase research skill. Documents codebase as-is by spawning parallel sub-agents and synthesizing findings into research documents.
323 - 2317
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TDD-focused implementation planning. Creates plans with strict Red-Green-Commit/Rollback cycles for each step.
313 - 4

Plan implementation skill. Executes approved technical plans phase by phase with verification checkpoints.
308 - 5

Git worktree management expert for @desplega.ai/wts. Use when the user asks about git worktrees, wts commands, worktree workflows, or wants help managing multiple branches simultaneously.
300 - 6

Conventions for asking the user questions during a workflow via the AskUserQuestion tool. Other skills reference this to keep prompts consistent and structured.
284 - 7281
- 8279
- 9

Improve (or bootstrap) an AGENTS.md / CLAUDE.md file using conditional blocks so the agent actually attends to the right guidance at the right time. Use this skill whenever the user mentions AGENTS.md, CLAUDE.md, agent instructions, project rules for AI, "my claude config", onboarding docs for agents, or asks to tighten / shorten / audit / rewrite an existing one — even if they don't explicitly say the filename. Also use when the user complains that an agent keeps ignoring their project rules.
279 - 10277
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Execute individual plan phases as background sub-agents for context-efficient implementation.
277 - 12277
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Structured critique of research, plan, and brainstorm documents for completeness, gaps, and quality.
277 - 14

Post-implementation plan verification. Cross-references plans against actual changes for completeness and accuracy.
277 - 15

Parallel DAG-plan implementation skill. Reads a v-planning plan directory (root.md + step- .md files), topologically schedules ready steps, and fans them out as parallel sub-agents. Use whenever the user invokes /v-implement, points at a plan directory produced by /v-plan, or asks to "run the parallel plan", "implement the DAG", or "fan out the steps" — even without those exact words. For linear plans (single .md file), use implementing instead.
275 - 16

Execute a single DAG step as an autonomous background sub-agent. Sibling of phase-running for DAG plans produced by v-planning. Reads a step- .md file directly, atomically claims it via frontmatter status, runs the three-bucket Success Criteria, and reports back. Spawned by v-implementing or by /run-step.
274 - 17

Vertical / parallel implementation planning skill. Creates DAG-structured plan directories where each step is an independent, QA-able vertical slice that sub-agents can pick up and implement in parallel. Use whenever the user wants a plan that fans out (multiple independent features), invokes /v-plan, or asks for a "parallel plan", "DAG plan", "vertical plan", or "plan that can be parallelized" — even if they don't say those exact words. Prefer the linear planning skill for strictly sequential work.
274 - 18

Generate durable, re-runnable validation scripts from testing intent. Supports TypeScript, Python, Bash with auto-detection, enforces context-optimal PASS/FAIL + /tmp log output, and auto-documents scripts in CLAUDE.md. Triggers on phrases like "turn this into a script", "I want to test/validate X end-to-end", "wrap this in a re-runnable script", or whenever an agent needs durable validation instead of throwaway commands.
143 - 19

Multi-agent coordination expert for agent-swarm MCP. Use when the user asks about swarm coordination, delegating tasks to agents, checking swarm status, agent messaging, or managing multi-agent workflows.
39 - 2038