Use when the user wants to resume or rediscover an interrupted optim-plans run; automatically run the active recovery path when one is available.
npx skills add https://github.com/Optim-Agent/optim-plans --skill resume-previous-plan
Find the user's previous optim-plans run and continue the active recovery path when one is available.
python3 scripts/optim_plans.py status --repo <repo>
run_id, status, next_action, and any controller-provided recovery fields:resume_command, retry_command, retry_item_id, finish_approval_nonce, and finish_choices.
resume_command is present, run it. This covers already approved execution launch and retryable execution recovery until the controller reports blocked. python3 scripts/optim_plans.py previous-run --repo <repo>
previous-run returns a candidate, report its run_id, status, artifact_dir, terminal_time, last_event_type, and next_action. If it returns candidate: null, say no preserved run was found.awaiting_retry_decision is covered for retryable execution failures: run resume_command. Manual recovery and blocked/finish cases still require explicit user approval.
Do not approve execution launch, approve finish, restore an active pointer, delete evidence, or edit files from this skill. If only finish_approval_nonce is available, report finish_choices and stop because there is no unambiguous resume outcome.
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 optim-agent/resume-previous-plan 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.