NeuroAIHub

NeuroAIHub/BrainPilot

MCP server Claude CodeCodexCursor +2

MCP server "playwright" as configured in NeuroAIHub/BrainPilot. Runs ${BRAINPILOT_PLUGIN_ROOT}/scripts/launch.mjs with node.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Use when you have a written implementation plan to execute in a separate session with review checkpoints.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Use when completing tasks, implementing major features, or before merging to verify work meets requirements.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Use when executing implementation plans with independent tasks in the current session.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Use when implementing any feature or bugfix, before writing implementation code.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Use when you have a spec or requirements for a multi-step task, before touching code.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Use when creating new skills, editing existing skills, or verifying skills work before deployment.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Audit scientific implementation, exported-model equivalence, dependency completeness, manifests, packaging, and isolated inference. Use when claims depend on code, trained artifacts, evaluators, or deployable entry points.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Audit scientific data semantics, sample and label alignment, leakage, group splits, preprocessing boundaries, and train-to-inference transforms. Use for any result based on datasets, feature matrices, tensors, repeated observations, or learned preprocessing.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Audit numeric, artifact, log, citation, and cross-report claims against inspectable evidence. Use for reports, syntheses, benchmark claims, external citations, or conflicting Expert outputs.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Coordinate iterative evidence and reliability reviews between BrainPilot's Principal Investigator and Auditor. Use when PI needs to audit its own draft, an Expert result, or a multi-agent synthesis; when Auditor receives such a review task; or when a previous audit requires correction and incremental re-review.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Audit whether method discovery, comparison, representative real-data validation, collapse diagnostics, pruning, and selection evidence support claims of suitability or superiority. Use for research-method selection, empirical evaluation, benchmarking, modelling, prediction, or other conclusions that depend on choosing…

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Curate BrainPilot Trace Events into human-readable research Episodes, appropriately granular nodes, and direct dependson relationships. Use when a report contains multiple settings, results, analyses, visualizations, findings, or conclusions; when Episode placement is unclear; or when deciding whether new evidence…

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Create or update the canonical Markdown inventory of task-relevant research data. Engineer must invoke this skill before creating or updating any data inventory, data contract, or dataset-coverage summary that downstream agents will use.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

Research a bounded factual, documentation, API, or literature question from authoritative sources and save a self-contained Markdown report with claim-level citations. Use for reading-heavy evidence gathering, not experiment execution or data analysis.

NeuroAIHub/BrainPilot

Skill Claude CodeCodex

One-command skill contribution — generate a SKILL.md from your domain expertise and submit to GitHub Issues for maintainer review.