Run all remaining phases autonomously — discuss→plan→execute per phase
npx skills add https://github.com/davepoon/buildwithclaude --skill gsd:autonomous
<objective>
Execute all remaining milestone phases autonomously. For each phase: discuss → plan → execute. Pauses only for user decisions (grey area acceptance, blockers, validation requests).
Uses ROADMAP.md phase discovery and Skill() flat invocations for each phase command. After all phases complete: milestone audit → complete → cleanup.
Creates/Updates:
.planning/STATE.md — updated after each phase.planning/ROADMAP.md — progress updated after each phaseAfter: Milestone is complete and cleaned up.
</objective>
<execution_context>
@${CLAUDE_PLUGIN_ROOT}/workflows/autonomous.md
@${CLAUDE_PLUGIN_ROOT}/references/ui-brand.md
</execution_context>
<context>
Optional flags:
--from N — start from phase N instead of the first incomplete phase.--to N — stop after phase N completes (halt instead of advancing to next phase).--only N — execute only phase N (single-phase mode).--interactive — run discuss inline with questions (not auto-answered), then dispatch plan→execute as background agents. Keeps the main context lean while preserving user input on decisions.Project context, phase list, and state are resolved inside the workflow using init commands (gsd-sdk query init.milestone-op, gsd-sdk query roadmap.analyze). No upfront context loading needed.
</context>
<process>
Execute the autonomous workflow from @${CLAUDE_PLUGIN_ROOT}/workflows/autonomous.md end-to-end.
Preserve all workflow gates (phase discovery, per-phase execution, blocker handling, progress display).
</process>
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 davepoon/gsd:autonomous 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.