maister

Initialize Maister framework with intelligent project analysis and documentation generation

Initialize Maister framework with intelligent project analysis and documentation generation

Unified orchestrator for all development tasks. ALWAYS execute when invoked — never skip for 'straightforward' tasks. Phases adapt based on detected task characteristics rather than predetermined types. Use for any development work that modifies code.

Execute implementation plans by delegating each task group to task-group-implementer subagent. Main agent coordinates prepares context, invokes subagent, processes output, marks checkboxes, updates work-log. Uses lazy standards loading from INDEX.md with keyword-triggered discovery.

Verify completed implementations for quality assurance. Delegates all verification work to specialized subagents - completeness checking, test execution, code review, pragmatic review, production readiness, and reality assessment. Compiles results into comprehensive verification report. Read-only verification - reports issues but does not fix them. Use after implementation is complete and before code review/commit.

Orchestrates the complete migration workflow from current state analysis through implementation to compatibility verification. Handles technology migrations, platform changes, and architecture pattern transitions with adaptive risk assessment, incremental execution, and rollback planning. Use when migrating technologies, platforms, or architecture patterns.

Shared orchestration patterns for all workflow orchestrators. NOT an executable skill - provides reference documentation for phase execution, state management, interactive mode, and initialization. All orchestrators reference these patterns.

Orchestrates performance optimization workflows using static code analysis to identify bottlenecks (N+1 queries, missing indexes, O(n^2) algorithms, blocking I/O, memory leaks). Accepts optional user-provided profiling data. Reuses standard specification, planning, implementation, and verification phases.

Interactive product/feature design orchestrator. Transforms fuzzy ideas into structured product briefs through collaborative exploration, iterative refinement, and visual prototyping. Adaptive phases detect design complexity and adjust depth.

Orchestrates comprehensive research workflows from question definition through findings documentation. Handles technical, requirements, literature, and mixed research types with adaptive methodology, multi-source gathering, pattern synthesis, and evidence-based reporting. Supports standalone research tasks and embedded research phase in other workflows.

Unified orchestrator for all development tasks. ALWAYS execute when invoked — never skip for 'straightforward' tasks. Phases adapt based on detected task characteristics rather than predetermined types. Use for any development work that modifies code.

Execute implementation plans by delegating each task group to task-group-implementer subagent. Main agent coordinates prepares context, invokes subagent, processes output, marks checkboxes, updates work-log. Uses lazy standards loading from INDEX.md with keyword-triggered discovery.

Verify completed implementations for quality assurance. Delegates all verification work to specialized subagents - completeness checking, test execution, code review, pragmatic review, production readiness, and reality assessment. Compiles results into comprehensive verification report. Read-only verification - reports issues but does not fix them. Use after implementation is complete and before code review/commit.

Orchestrates the complete migration workflow from current state analysis through implementation to compatibility verification. Handles technology migrations, platform changes, and architecture pattern transitions with adaptive risk assessment, incremental execution, and rollback planning. Use when migrating technologies, platforms, or architecture patterns.

Shared orchestration patterns for all workflow orchestrators. NOT an executable skill - provides reference documentation for phase execution, state management, interactive mode, and initialization. All orchestrators reference these patterns.

Orchestrates performance optimization workflows using static code analysis to identify bottlenecks (N+1 queries, missing indexes, O(n^2) algorithms, blocking I/O, memory leaks). Accepts optional user-provided profiling data. Reuses standard specification, planning, implementation, and verification phases.

Interactive product/feature design orchestrator. Transforms fuzzy ideas into structured product briefs through collaborative exploration, iterative refinement, and visual prototyping. Adaptive phases detect design complexity and adjust depth.

Orchestrates comprehensive research workflows from question definition through findings documentation. Handles technical, requirements, literature, and mixed research types with adaptive methodology, multi-source gathering, pattern synthesis, and evidence-based reporting. Supports standalone research tasks and embedded research phase in other workflows.

Internal engine for managing project documentation and technical standards in .maister/docs/. Handles file operations, INDEX.md generation, and .github/copilot-instructions.md integration. Invoked by maister-init, standards-update, and standards-discover skills.

Quick bug fix with TDD red/green gates and complexity escalation

Implement a task directly with Maister standards enforcement (no planning mode)

Enter planning mode with Maister standards enforcement

Internal engine for managing project documentation and technical standards in .maister/docs/. Handles file operations, INDEX.md generation, and CLAUDE.md integration. Invoked by maister:init, standards-update, and standards-discover skills.

Quick bug fix with TDD red/green gates and complexity escalation

Implement a task directly with Maister standards enforcement (no planning mode)

Enter planning mode with Maister standards enforcement

Discover coding standards from project configuration files, code patterns, documentation, and external sources (PRs, CI/CD)

Discover coding standards from project configuration files, code patterns, documentation, and external sources (PRs, CI/CD)

Analyzes codebase using adaptive parallel Explore subagents based on task complexity. Selects agent roles from a pool, launches Explore agents, then delegates report generation to codebase-analysis-reporter subagent.

Analyzes codebase using adaptive parallel Explore subagents based on task complexity. Selects agent roles from a pool, launches Explore agents, then delegates report generation to codebase-analysis-reporter subagent.

Update or create project standards from conversation context or explicit description

Update or create project standards from conversation context or explicit description