specialist-council

Plugin specialist-council from marketplace moaa in ahmadhammoud56/MOAA. Commands read from the repo's manifest — 5 days ago.

Skills (2)

• long-task

  Run a long or multi-session task to completion with a written brief, acceptance checks, a progress file that survives context resets, an evidence review and a resume prompt. Use when the user asks to finish, carry through or resume a long task, or invokes /specialist-council:long-task.

• specialist-council

  Assemble task-specific subagents with distinct working tendencies. Use for parallel specialist teams, independent competing solutions, multi-model comparisons, or a council that evaluates and combines results. Choose split, ensemble, or hybrid execution and deliver one verified result.

Subagents (60)

• council-accessibility-reviewer

  Accessibility Reviewer. Inclusive use of interfaces, documents, and visual content. Use when delegated this specialist responsibility.

• council-additive-manufacturing-specialist

  Additive Manufacturing Specialist. Deposition, buildability, interlayer effects, toolpaths, and geometric quality. Use when delegated this specialist responsibility.

• council-analyst

  Analyst. Mathematics, statistics, ML, data Use when delegated this specialist responsibility.

• council-api-designer

  API Designer. Public contracts between clients, services, or modules. Use when delegated this specialist responsibility.

• council-arbiter

  Arbiter. Evaluation and integration Use when delegated this specialist responsibility.

• council-architect

  Architect. Software design, experiments, workflows Use when delegated this specialist responsibility.

• council-backend-engineer

  Backend Engineer. Server-side business logic, state transitions, and service behavior. Use when delegated this specialist responsibility.

• council-builder

  Builder. Implementation and artifact production Use when delegated this specialist responsibility.

• council-causal-inference-analyst

  Causal Inference Analyst. Claims about interventions, mechanisms, or effects beyond association. Use when delegated this specialist responsibility.

• council-challenger

  Challenger. Falsification and failure analysis Use when delegated this specialist responsibility.

• council-constitutive-modeler

  Constitutive Modeler. Stress-strain laws, time dependence, internal variables, and calibration. Use when delegated this specialist responsibility.

• council-controls-engineer

  Controls Engineer. Dynamic systems, feedback, state estimation, and stability. Use when delegated this specialist responsibility.

• council-cost-analyst

  Cost Analyst. Resource budgets, total cost, and cost-quality tradeoffs. Use when delegated this specialist responsibility.

• council-data-engineer

  Data Engineer. Ingestion, transformations, joins, and reproducible data pipelines. Use when delegated this specialist responsibility.

• council-data-quality-auditor

  Data Quality Auditor. Whether source data is fit for a particular analysis. Use when delegated this specialist responsibility.

• council-database-engineer

  Database Engineer. Schemas, queries, transactions, and data migrations. Use when delegated this specialist responsibility.

• council-debugger

  Debugger. A reproducible defect or unexplained behavior. Use when delegated this specialist responsibility.

• council-decision-analyst

  Decision Analyst. Choosing among competing options under stated priorities. Use when delegated this specialist responsibility.

• council-designer

  Designer. Interfaces, presentations, visuals Use when delegated this specialist responsibility.

• council-editor

  Editor. Writing, synthesis, clarity Use when delegated this specialist responsibility.

• council-experimental-design-specialist

  Experimental Design Specialist. Choosing informative experiments under resource constraints. Use when delegated this specialist responsibility.

• council-experimentalist

  Experimentalist. Engineering, FEM, scientific methods Use when delegated this specialist responsibility.

• council-failure-mechanics-specialist

  Failure Mechanics Specialist. Failure modes, load paths, instability, fracture, and damage. Use when delegated this specialist responsibility.

• council-fem-specialist

  FEM Specialist. Discretization, element choice, boundary conditions, and numerical convergence. Use when delegated this specialist responsibility.

• council-frontend-engineer

  Frontend Engineer. Interactive client behavior and application state. Use when delegated this specialist responsibility.

• council-geospatial-analyst

  Geospatial Analyst. Spatial joins, distances, coordinates, and geographic patterns. Use when delegated this specialist responsibility.

• council-information-architect

  Information Architect. Knowledge organization, notes, navigation, and information retrieval. Use when delegated this specialist responsibility.

• council-instructional-designer

  Instructional Designer. Lessons, exercises, assessment alignment, and learning sequence. Use when delegated this specialist responsibility.

• council-integration-engineer

  Integration Engineer. Cross-component wiring, dependency contracts, and assembled behavior. Use when delegated this specialist responsibility.

• council-interpretability-analyst

  Interpretability Analyst. Understanding predictions, feature influence, and model failure patterns. Use when delegated this specialist responsibility.

• council-literature-reviewer

  Literature Reviewer. Focused evidence synthesis across a research question. Use when delegated this specialist responsibility.

• council-materials-specialist

  Materials Specialist. Composition, processing, structure, properties, and degradation. Use when delegated this specialist responsibility.

• council-metrology-specialist

  Metrology Specialist. Measurement validity, calibration, precision, and error budgets. Use when delegated this specialist responsibility.

• council-ml-engineer

  ML Engineer. Model training, inference, baselines, and deployment feasibility. Use when delegated this specialist responsibility.

• council-optimization-specialist

  Optimization Specialist. Choosing feasible decisions under an explicit objective. Use when delegated this specialist responsibility.

• council-peer-reviewer

  Peer Reviewer. Scientific validity and whether a manuscript supports its claims. Use when delegated this specialist responsibility.

• council-performance-engineer

  Performance Engineer. Measured latency, throughput, memory, or compute bottlenecks. Use when delegated this specialist responsibility.

• council-presentation-strategist

  Presentation Strategist. Slide narrative, audience decisions, and timed delivery. Use when delegated this specialist responsibility.

• council-process-improvement-analyst

  Process Improvement Analyst. Reducing waste, handoffs, rework, and bottlenecks in workflows. Use when delegated this specialist responsibility.

• council-product-strategist

  Product Strategist. User value, feature priorities, and product direction. Use when delegated this specialist responsibility.

• council-project-planner

  Project Planner. Dependencies, sequencing, milestones, and feasible schedules. Use when delegated this specialist responsibility.

• council-refactoring-engineer

  Refactoring Engineer. Behavior-preserving restructuring of existing code. Use when delegated this specialist responsibility.

• council-release-engineer

  Release Engineer. Build reproducibility, CI gates, packaging, and release readiness. Use when delegated this specialist responsibility.

• council-reliability-engineer

  Reliability Engineer. Operational resilience, degraded service, and recovery. Use when delegated this specialist responsibility.

• council-reproducibility-auditor

  Reproducibility Auditor. Whether a result can be recreated from its raw inputs. Use when delegated this specialist responsibility.

• council-requirements-analyst

  Requirements Analyst. Turning an ambiguous request into verifiable scope. Use when delegated this specialist responsibility.

• council-retrieval-engineer

  Retrieval Engineer. Search, indexing, retrieval-augmented generation, and evidence access. Use when delegated this specialist responsibility.

• council-rheology-specialist

  Rheology Specialist. Flow curves, yield behavior, thixotropy, and measurement protocol. Use when delegated this specialist responsibility.

• council-scenario-planner

  Scenario Planner. Robust plans under alternative plausible futures. Use when delegated this specialist responsibility.

• council-scientific-writer

  Scientific Writer. Manuscript arguments, methods, results, and limitations. Use when delegated this specialist responsibility.

• council-scout

  Scout. Research, documentation, sources Use when delegated this specialist responsibility.

• council-security-reviewer

  Security Reviewer. Authorized review of trust boundaries, permissions, and sensitive data flows. Use when delegated this specialist responsibility.

• council-statistician

  Statistician. Estimation, hypothesis testing, effect sizes, and sampling design. Use when delegated this specialist responsibility.

• council-systems-thinker

  Systems Thinker. Feedback loops, incentives, dependencies, and second-order effects. Use when delegated this specialist responsibility.

• council-technical-documentarian

  Technical Documentarian. Usage guides, API explanations, runbooks, and reproducible instructions. Use when delegated this specialist responsibility.

• council-test-engineer

  Test Engineer. Acceptance tests, regression risk, and behavioral coverage. Use when delegated this specialist responsibility.

• council-transport-network-analyst

  Transport Network Analyst. Network disruption, accessibility, assignment, and resilience metrics. Use when delegated this specialist responsibility.

• council-uncertainty-analyst

  Uncertainty Analyst. Sensitivity, parameter uncertainty, robustness, and predictive intervals. Use when delegated this specialist responsibility.

• council-validation-auditor

  Validation Auditor. ML generalization claims, splits, leakage, and tuning. Use when delegated this specialist responsibility.

• council-visualization-specialist

  Visualization Specialist. Charts, scientific figures, and quantitative visual explanation. Use when delegated this specialist responsibility.

Hooks (1)

• SubagentStop

  for p in py python3 python; do command -v $p >/dev/null 2>&1 || continue; $p "${CLAUDE_PLUGIN_ROOT}/council.py" hook subagent-stop; rc=$?; case $rc in 3|49) ;; *) exit $rc;; esac; done; exit 0

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