Michael McBride
Community@michaelsengineering · McLean, VA
AI | ML Research Engineer & Founder
Agent Skills by Michael McBride
Showing 61 vetted skills indexed across 1 GitHub repositories.
MichaelsEngineeringgpd-respond-to-referees
Automate referee response and manuscript revision workflows within Get Physics Done (GPD).
MichaelsEngineeringgpd-error-propagation
Propagate uncertainties through multi-step physics derivations and generate an ERROR-BUDGET.md.
MichaelsEngineeringgpd-insert-phase
Insert urgent decimal phases between existing GPD roadmap phases without renumbering.
MichaelsEngineeringgpd-branch-hypothesis
Create a hypothesis branch with HYPOTHESIS.md and log decisions in the GPD state store.
MichaelsEngineeringgpd-new-milestone
Refresh PROJECT.md and STATE.md and generate ROADMAP.md and REQUIREMENTS.md for a new milestone.
MichaelsEngineeringgpd-error-patterns
Display physics error patterns from .gpd/ERROR-PATTERNS.md with optional category filters.
MichaelsEngineeringgpd-map-research
Map physics research projects into structured machine-readable research maps.
MichaelsEngineeringgpd-explain
Explain physics concepts with rigorous definitions and literature references.
MichaelsEngineeringgpd-audit-milestone
Aggregate ROADMAP, REQUIREMENTS, STATE, and VERIFICATION files to audit milestone completion.
MichaelsEngineeringgpd-help
Display the complete GPD command reference for CLI tools.
MichaelsEngineeringgpd-compare-results
Compare two result sources and emit structured comparison verdicts.
MichaelsEngineeringgpd-regression-check
Re-validate verified physics claims and detect regressions across project phases.
MichaelsEngineeringgpd-reapply-patches
Merge saved local GPD patches into updated installations with conflict handling.
MichaelsEngineeringgpd-verify-work
Verify physics results against phase goals and generate VERIFICATION.md.
MichaelsEngineeringgpd-settings
Configure and manage GPD workflow settings in .gpd/config.json for runtime-aware execution governance.
MichaelsEngineeringgpd-sync-state
Reconciles diverged STATE.md and state.json into a single source of truth.
MichaelsEngineeringgpd-check-todos
Identify pending research todos and route them to appropriate actions in GPD projects.
MichaelsEngineeringgpd-sensitivity-analysis
Compute dimensionless sensitivities S_i for GPD model inputs.
MichaelsEngineeringgpd-parameter-sweep
Implement parallel parameter sweep workflows for 1D and 2D spaces.
MichaelsEngineeringgpd-export
Export completed GPD research phases to HTML, LaTeX, and ZIP packages.
MichaelsEngineeringgpd-record-insight
Record project learnings to .gpd/INSIGHTS.md with duplicate detection and git commits.
MichaelsEngineeringgpd-list-phase-assumptions
List and justify phase assumptions for GPD roadmap-driven research phases.
MichaelsEngineeringgpd-discover
Automates physics research discovery generating a RESEARCH.md from STATE.md and ROADMAP.md inputs.
MichaelsEngineeringgpd-debug
Diagnoses physics calculation issues with persistent debug sessions and structured root-cause reports.