Experiment Planning Suite

Experiment Planning Suite is an agent plugin for turning early academic ideas, partial evidence, benchmark notes, and resource constraints into a concrete experiment plan.

It is not an experiment runner. It helps an agent write a verifiable planning surface under knowledge/experiment-plan/, then hands execution planning to a task-ledger workflow such as req-suite.

Author: Kunkun

What It Does

Extracts the research claim and expected evidence level.
Maps claims to experiments, metrics, verifier contracts, and evidence gaps.
Designs baselines, ablations, stop conditions, and feasibility salvage paths.
Plans paper figures, tables, screenshots, captions, and data schemas.
Produces a handoff prompt for downstream task-package generation.

Plugin Layout

plugins/experiment-planning-suite/
├── .claude-plugin/plugin.json
├── .codex-plugin/plugin.json
├── README.md
├── references/workflow-profile.md
└── skills/
    ├── orchestrator/
    ├── research-claim-snapshot/
    ├── evidence-chain-planner/
    ├── baseline-ablation-designer/
    ├── figure-table-planner/
    ├── feasibility-salvage-gate/
    └── req-experiment-handoff/

Quick Start

Install or expose this repository as a local plugin marketplace for your agent runtime.
Enable experiment-planning-suite.
Ask the agent to use experiment-planning-suite:orchestrator on a project folder that contains research notes, benchmark notes, drafts, or early requirements.

Example request:

Use experiment-planning-suite:orchestrator to read this project and write a paper-level experiment plan under knowledge/experiment-plan/.

Expected Output

knowledge/experiment-plan/
├── research-claim-snapshot.md
├── paper-level-assessment.md
├── claim-evidence-map.md
├── experiment-matrix.md
├── baseline-ablation-plan.md
├── figure-table-plan.md
├── feasibility-salvage-plan.md
├── req-handoff.md
├── machine/
│   ├── verifier-contracts.yaml
│   ├── experiment-artifacts.schema.json
│   └── stop-conditions.yaml
└── data-schema/
    ├── metrics-table.schema.md
    ├── figure-data-fields.md
    └── screenshot-evidence-schema.md

Safety

This repository does not include maintainer-owned API keys, private project files, customer materials, or generated experiment logs. Users should configure any required tools locally.

See:

License

MIT