gpd-discover

Runs discovery investigations of physics methods and literature to produce RESEARCH.md before phase planning.

Updated Mar 18, 2026
One-click install
npx skills add https://github.com/MichaelsEngineering/sentinel-multiscale-field-dynamics --skill gpd-discover-michaelsengineering
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gpd-discover
Source: https://github.com/MichaelsEngineering/sentinel-multiscale-field-dynamics/tree/main/.agents/skills/gpd-discover
Command: npx skills add https://github.com/MichaelsEngineering/sentinel-multiscale-field-dynamics --skill gpd-discover-michaelsengineering

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Before planning a physics research phase, you often need to survey what methods exist, which approximations are valid, and what the literature says. This Skill runs a structured discovery investigation at a chosen depth so planning decisions rest on verified sources rather than guesswork. ## Core Features & Use Cases - Three depth levels: quick verification of a formula or convention (2-5 min), standard method comparison (15-30 min), or deep dives into novel or contradictory literature (1+ hour). - Source hierarchy enforcement: consults textbooks, review articles, and databases (PDG, NIST, DLMF) before primary papers, arXiv, and general web search, with cross-verification of claims. - RESEARCH.md output: produces a structured research document with recommendations, explicit formulas, conventions, regimes of validity, and confidence levels that feed directly into phase planning. - Use Case: Before planning a turbulence modeling phase, run a medium-depth discovery to compare candidate numerical methods, confirm sign conventions against standard references, and capture the findings in RESEARCH.md. ## Quick Start Ask the assistant to run gpd-discover on a phase or topic, for example: run discovery on phase 3 with medium depth to compare turbulence modeling methods.

Frequently Asked Questions about gpd-discover

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run a discovery phase before planning physics research?▼

Invoke gpd-discover with a phase number or standalone topic and an optional depth flag such as --depth quick, medium, or deep. It surveys methods and literature, then writes a RESEARCH.md that informs the subsequent plan-phase step.

What depth level should I choose for literature discovery?▼

Use quick to verify a formula or convention in 2-5 minutes, medium to compare methods or explore a regime in 15-30 minutes, and deep for novel problems or contradictory literature requiring an hour or more. The default is medium.

Does gpd-discover work without an existing project phase?▼

Yes, it supports standalone usage with a user-specified topic. In that mode the output is written to the .gpd/analysis directory as a discovery file instead of a phase-scoped RESEARCH.md.

What sources does the discovery workflow check first?▼

It mandates authoritative references first: textbooks, review articles, and established databases like PDG, NIST, and DLMF. Primary papers and arXiv come next, and general web search is reserved for code repositories and benchmarks.

What happens when discovery confidence is low?▼

The workflow applies a confidence gate and asks the user once how to proceed: dig deeper with more literature search, proceed anyway with caveats and validation checkpoints, or pause for consultation.