Langgraph planning execution agent starter

Skill ma-compbio-lab/SkillFoundry/skills/scientific-agents-and-automation/langgraph-planning-execution-agent-starter

A framework for discovering, compiling, and validating reusable skills for scientific agents.

Install

npx -y skills add ma-compbio-lab/SkillFoundry --skill langgraph-planning-execution-agent-starter

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

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LangGraph Planning Execution Agent Starter

Use this skill to decompose a scientific task into deterministic step queries, route each step to candidate local skills, and return an execution-ready plan.

What it does

Uses a small LangGraph StateGraph to plan, route, and summarize.
Converts a free-text goal into step queries such as literature search, marker ranking, or interactive reporting.
Routes each step through the local skill registry.
Returns compact JSON with recommended skills and preview commands.

When to use it

You need a local starter for planning-and-execution agents without external LM credentials.
You want a deterministic bridge between the taxonomy, the skill registry, and execution previews.

Example

slurm/envs/agents/bin/python skills/scientific-agents-and-automation/langgraph-planning-execution-agent-starter/scripts/run_langgraph_planning_agent.py \
  --goal "single-cell marker ranking with an interactive report" \
  --out scratch/agents/planning_agent_summary.json

Verification