ai-is-gonna

ai-is-gonna/get-tasks-done

Agent

Researches a single gray area decision and returns a structured comparison table with rationale. Spawned by discuss-phase advisor mode.

ai-is-gonna/get-tasks-done

Agent

Researches a chosen AI framework's official docs to produce implementation-ready guidance — best practices, syntax, core patterns, and pitfalls distilled for the specific use case. Writes the Framework Quick Reference and Implementation Guidance sections of AI-SPEC.md. Spawned by /gtd:ai-integration-phase orchestrator.

ai-is-gonna/get-tasks-done

Agent

Deeply analyzes codebase for a phase and returns structured assumptions with evidence. Spawned by discuss-phase assumptions mode.

ai-is-gonna/get-tasks-done

Agent

Applies fixes to code review findings from REVIEW.md. Reads source files, applies intelligent fixes, and commits each fix atomically. Spawned by /gtd:code-review --fix.

ai-is-gonna/get-tasks-done

Agent

Reviews source files for bugs, security issues, and code quality problems. Produces structured REVIEW.md with severity-classified findings. Spawned by /gtd:code-review.

ai-is-gonna/get-tasks-done

Agent

Explores codebase and writes structured analysis documents. Spawned by map-codebase with a focus area (tech, arch, quality, concerns). Writes documents directly to reduce orchestrator context load.

ai-is-gonna/get-tasks-done

Agent

Manages multi-cycle /gtd:debug checkpoint and continuation loop in isolated context. Spawns gtd-debugger agents, handles checkpoints via AskUserQuestion, dispatches specialist skills, applies fixes. Returns compact summary to main context. Spawned by /gtd:debug command.

ai-is-gonna/get-tasks-done

Agent

Investigates bugs using scientific method, manages debug sessions, handles checkpoints. Spawned by /gtd:debug orchestrator.

ai-is-gonna/get-tasks-done

Agent

Classifies a single planning document as ADR, PRD, SPEC, DOC, or UNKNOWN. Extracts title, scope summary, and cross-references. Spawned in parallel by /gtd:ingest-docs. Writes a JSON classification file and returns a one-line confirmation.

ai-is-gonna/get-tasks-done

Agent

Synthesizes classified planning docs into a single consolidated context. Applies precedence rules, detects cross-ref cycles, enforces LOCKED-vs-LOCKED hard-blocks, and writes INGEST-CONFLICTS.md with three buckets (auto-resolved, competing-variants, unresolved-blockers). Spawned by /gtd:ingest-docs.

ai-is-gonna/get-tasks-done

Agent

Verifies factual claims in generated docs against the live codebase. Returns structured JSON per doc.

ai-is-gonna/get-tasks-done

Agent

Writes and updates project documentation. Spawned with a docassignment block specifying doc type, mode (create/update/supplement), and project context.

ai-is-gonna/get-tasks-done

Agent

Researches the business domain and real-world application context of the AI system being built. Surfaces domain expert evaluation criteria, industry-specific failure modes, regulatory context, and what "good" looks like for practitioners in this field — before the eval-planner turns it into measurable rubrics. Spawned…

ai-is-gonna/get-tasks-done

Agent

Retroactive audit of an implemented AI phase's evaluation coverage. Checks implementation against the AI-SPEC.md evaluation plan. Scores each eval dimension as COVERED/PARTIAL/MISSING. Produces a scored EVAL-REVIEW.md with findings, gaps, and remediation guidance. Spawned by /gtd:eval-review orchestrator.

ai-is-gonna/get-tasks-done

Agent

Designs a structured evaluation strategy for an AI phase. Identifies critical failure modes, selects eval dimensions with rubrics, recommends tooling, and specifies the reference dataset. Writes the Evaluation Strategy, Guardrails, and Production Monitoring sections of AI-SPEC.md. Spawned by /gtd:ai-integration-phase…

ai-is-gonna/get-tasks-done

Agent

Presents an interactive decision matrix to surface the right AI/LLM framework for the user's specific use case. Produces a scored recommendation with rationale. Spawned by /gtd:ai-integration-phase and /gtd-select-framework orchestrators.

ai-is-gonna/get-tasks-done

Agent

Verifies cross-phase integration and E2E flows. Checks that phases connect properly and user workflows complete end-to-end.

ai-is-gonna/get-tasks-done

Agent

Analyzes codebase and writes structured intel files to .planning/intel/.

ai-is-gonna/get-tasks-done

Agent

Fills Nyquist validation gaps by generating tests and verifying coverage for phase requirements.

ai-is-gonna/get-tasks-done

Agent

Analyzes codebase for existing patterns and produces PATTERNS.md mapping new files to closest analogs. Read-only codebase analysis spawned by /gtd:plan-phase orchestrator before planning.

ai-is-gonna/get-tasks-done

Agent

Researches how to implement a phase before planning. Produces RESEARCH.md consumed by gtd-planner. Spawned by /gtd:plan-phase orchestrator.

ai-is-gonna/get-tasks-done

Agent

Verifies plans will achieve phase goal before execution. Goal-backward analysis of plan quality. Spawned by /gtd:plan-phase orchestrator.

ai-is-gonna/get-tasks-done

Agent

Creates executable phase plans with task breakdown, dependency analysis, and goal-backward verification. Spawned by /gtd:plan-phase orchestrator.

ai-is-gonna/get-tasks-done

Agent

Researches domain ecosystem before roadmap creation. Produces files in .planning/research/ consumed during roadmap creation. Spawned by /gtd:new-project or /gtd:new-milestone orchestrators.