AI DevKit · Requirements phase guidance for starting features and reviewing requirements. Use when the user wants to capture a new requirement, clarify product scope, initialize feature docs, review requirements, or run dev-lifecycle phases 1-2.
npx skills add https://github.com/codeaholicguy/ai-devkit --skill dev-requirements
Run the requirements phases for configured AI docs features. Before making docs or code changes, propose the concrete plan for this phase and wait for user approval unless the user already approved the exact phase plan.
npx ai-devkit@latest lint before phase work.npx ai-devkit@latest lint --feature <name>.npx ai-devkit@latest init -a -e claude --built-in --yes, then rerun lint.docs/ai; it is only the default docs directory.dev-lifecycle established usable task tracing, emit requirements phase, clarification/progress, blocker/open-question, and next-step events per task.Use for Phase 1 or /new-requirement.
npx ai-devkit@latest memory search --query "<feature/topic>". If unfamiliar, check the memory skill first.dev-worktree to create or resume the active feature workspace with normalized <name>.npx ai-devkit@latest docs init-feature <name> from the active worktree/repository and fill the returned paths. Treat those returned paths as authoritative because paths.docs may customize the docs directory.- [ ] checkboxes, plus mocks/fixtures and coverage target.10. If task tracing is available, record draft progress and next review step per task.
11. Use dev-planning to create the initial task plan from the requirements, design, and testing docs.
Next: dev-requirements review, then dev-design.
Use for Phase 2.
npx ai-devkit@latest lint --feature <name> and review the requirements doc path it validates. If manual path resolution is unavoidable, first resolve .ai-devkit.json paths.docs, falling back to docs/ai.README.md template.task.10. Summarize what was validated, what was updated, and remaining open items.
Next: dev-design. If fundamental gaps remain unresolvable, return to New Requirement.
Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.
Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.
Build and distribute Expo development clients locally or via TestFlight
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.
Take codeaholicguy/dev-requirements from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.
The instructions reference npx.
Without those the skill loads but fails at the first command.