claude

aid

AI Development Methodology: 6 phase gates from discovery to ship, 28 skills, 39 review sub-agents, and WHY-first enforcement hooks.

10 on GitHubby Ilan Dahanv3.0.7SEE LICENSE IN LICENSEupdated yesterday
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Plugin aid from marketplace AID in ilandahan/AID. Commands read from the repo's manifest — yesterday.

This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.

What it installs

Skills (38)

  • aid-development
  • aid-discovery
  • aid-impl-plan
  • aid-prd
  • aid-qa-ship
  • aid-tech-spec
  • atomic-design
  • atomic-page-builder
  • autoresearch
  • code-review
  • context-tracking
  • cucumber-bdd
  • learning-mode
  • memory-system
  • breakdown
  • development
  • discovery
  • prd
  • qa-ship
  • tech-spec
  • data-scientist
  • developer
  • product-manager
  • qa-engineer
  • tech-lead
  • nano-banana-visual
  • phase-enforcement
  • pipeline-orchestrator
  • test-driven
  • pre-prd-research
  • reflection
  • role-data-scientist
  • role-developer
  • role-product-manager
  • role-qa-engineer
  • role-tech-lead
  • system-architect
  • why-driven-decision

Slash commands (44)

  • /aid:aid-analyze

    Run full quality analysis with metrics and patterns across AID sessions

  • /aid:aid-dashboard

    Generate a quality dashboard report with metrics and visualizations

  • /aid:aid-end

    End the current phase and record session feedback

  • /aid:aid-improve

    Run the improvement analysis cycle

  • /aid:aid-init

    Initialize this project with AID phases and the memory system

  • /aid:aid-memory

    Manage Claude Memory entries for AID

  • /aid:aid-recommendations

    View and manage recommendations for improving AID skills based on session feedback

  • /aid:aid-reset

    Full system reset - clears all runtime data

  • /aid:aid-start

    Start a work session: pick a role and phase, load the matching skills

  • /aid:aid-status

    Show current AID state: phase plus session info

  • /aid:aid-test

    Run AID methodology test as isolated sub-agent with ultrathink quality verification

  • /aid:architecture

    Design system architecture for new systems or major refactors

  • /aid:breather-start

    Start/enable breather - session break offers, presence tracking, status line

  • /aid:breather-stop

    Stop breather - snooze offers, skip today, or uninstall completely

  • /aid:build-page

    Compose pages using ONLY existing design system components

  • /aid:code-review

    Comprehensive code review for commits and pull requests

  • /aid:context-update

    Update the current work context manually

  • /aid:context

    Show current work context: active task, step and progress

  • /aid:design-system

    Build a complete design system from design spec using Atomic Design methodology

  • /aid:discovery

    Start Phase 0: research, validation and problem framing

  • /aid:gate-check

    Check whether the current phase is ready to advance

  • /aid:good-morning

    Start the day by checking systems, loading context, and preparing to continue work

  • /aid:jira-breakdown

    Generate Jira project structure from technical specification

  • /aid:link-project

    Link an existing project to AID so it shares one source of truth

  • /aid:phase-advance

    Advance to the next AID phase

  • /aid:phase-approve

    Record human sign-off for the current phase

  • /aid:phase

    Show current AID phase and its status

  • /aid:pipeline-status

    Display the current state of the automated development pipeline

  • /aid:pipeline

    Start or resume the automated development pipeline for the current task

  • /aid:prd

    Generate a Product Requirements Document (PRD) for a feature

  • /aid:qa-ship

    Run Phase 5 QA validation, acceptance testing, and release preparation

  • /aid:reflect

    Show detailed quality check breakdown or re-evaluate last response

  • /aid:setup

    Complete guided AID setup, step by step, for new users

  • /aid:start-project

    Initialize a brand new project from scratch

  • /aid:storybook

    Manage Storybook preview for extracted design spec components

  • /aid:tech-spec

    Generate a Technical Specification document from a PRD

  • /aid:test-all-agents

    Run all agent tests in sequence or parallel

  • /aid:test-phase-review

    Test phase-review-agent gate validation accuracy

  • /aid:test-qa-validator

    Test qa-validator-agent criteria checking accuracy

  • /aid:test-reflection

    Test reflection-agent isolation and scoring accuracy

  • /aid:test-review

    Review test quality and coverage using TDD best practices

  • /aid:write-tests
  • /aid:yolo-off
  • /aid:yolo

Subagents (39)

  • aid-test-agent

    Autonomously exercises the AID methodology end to end (Phases 0-5) and reports where it breaks. Use for /aid-test, or to verify an AID installation actually works after setup or upgrade.

  • code-review-agent

    Independent code review with no knowledge of how the code was written - security, quality, documentation, architecture. Use for the pipeline CODE_REVIEW step, or whenever code needs a reviewer with zero attachment to it being good.

  • developer

    Writes real, runnable proof-of-concept code from a spec - not a design document. Use in Phase 4 when a task needs working code produced in isolation from the planning conversation.

  • memory-analysis-agent

    Analyses collected session feedback, detects recurring patterns, and proposes concrete skill improvements. Use for /aid-improve, or when a batch of pending feedback needs turning into skill updates.

  • phase-review-agent

    Validates that a phase's deliverables are complete enough to advance to the next phase. Use for /gate-check, or before any phase advance in the 6-phase lifecycle.

  • phase0-business-analyst

    Assesses business viability of a problem: market analysis, value proposition, business model. Use in Phase 0 discovery.

  • phase0-competitive-researcher

    Maps the competitive terrain: market landscape, competitor profiles, strategic positioning and gaps. Use in Phase 0 discovery.

  • phase0-go-nogo-assessor

    Makes an evidence-based Go/No-Go recommendation from all Phase 0 research - feasibility and risk. Use at the Phase 0 gate.

  • phase0-problem-validator

    Validates whether a stated problem is real, significant and worth solving - root cause analysis, assumption testing, severity assessment. Use in Phase 0 before any solution work.

  • phase0-stakeholder-mapper

    Identifies every affected party and maps power/interest plus a communication strategy, so no stakeholder is missed. Use in Phase 0 discovery.

  • phase2-api-designer

    Designs the API layer of a tech spec: RESTful contract-first design and integration patterns, building on data models, security and NFRs. Use in Phase 2.

  • phase2-data-models-designer

    Designs the data model layer of a tech spec: entity-relationship design, schema normalization, data integrity. Use in Phase 2.

  • phase2-error-handling-strategist

    Designs error taxonomy, fault tolerance patterns and graceful degradation. Use in Phase 2.

  • phase2-nfr-analyst

    Defines non-functional requirements: performance, scalability, reliability and operational readiness. Use in Phase 2.

  • phase2-requirements-tracer

    Verifies every business requirement maps to something in the technical specification, and produces a coverage matrix. Use in Phase 2 review.

  • phase2-security-designer

    Designs the security architecture layer of a tech spec for a SaaS product. Use in Phase 2.

  • phase2-techspec-pm-reviewer

    Final PM-side review of a tech spec, synthesizing the requirements-tracer coverage matrix and the trade-off analysis. Use at the Phase 2 gate.

  • phase2-techspec-synthesizer

    Consolidates the outputs of the 5 Phase 2 specialists into one final Technical Specification. Use at the end of Phase 2.

  • phase2-trade-off-analyzer

    Evaluates each architectural decision through a business and user-impact lens. Use in Phase 2 review.

  • phase3-contradiction-resolver

    Finds and resolves contradictions between the PRD and the technical specification. Use in Phase 3a consolidation.

  • phase3-coverage-verifier

    Forensic check that 100% of PRD requirements are covered by the consolidated spec. Use at the Phase 3a gate.

  • phase3-epic-story-mapper

    Breaks a consolidated spec into an Epic/Story hierarchy suitable for agile delivery. Use in Phase 3b breakdown.

  • phase3-spec-consolidator

    Merges the PRD and tech spec into a single unified reference document. Use in Phase 3a consolidation.

  • phase4-intent-validator

    Reads implemented code and validates it fulfills the business intent in the user stories and acceptance criteria. Use in Phase 4 review.

  • phase4-scope-guardian

    Compares implemented code against the PRD's in-scope baseline to catch scope creep and silent omissions. Use in Phase 4 review.

  • phase4-sprint-planner

    Turns a prioritized backlog into a realistic, capacity-based sprint plan. Use in Phase 4 planning.

  • phase4-sprint-reviewer

    Objective sprint review: planned vs delivered, measured on empirical data such as velocity. Use at the end of a Phase 4 sprint.

  • phase5-acceptance-validator

    Validates every PRD acceptance criterion against actual test results and UAT evidence, producing a definitive verdict. Use in Phase 5.

  • phase5-release-certifier

    Makes the final GO/NO-GO release certification from acceptance results and release-readiness checks. Use at the Phase 5 gate.

  • phase5-release-retrospective

    Post-release retrospective: what the PRD promised versus what actually shipped, across the full development trace. Use after release.

  • phase5-uat-coordinator

    Designs a UAT test plan from the end-user's perspective, translating user stories and the original problem statement. Use in Phase 5.

  • prd-research-aggregator

    Reads all Phase 0 research and produces a structured Research Brief a PRD writer can work from. Use at the start of Phase 1.

  • prd-validator

    Independently evaluates a draft PRD against quality criteria and verifies traceability to research. Use at the Phase 1 gate.

  • prd-writer

    Drafts a complete PRD from a structured research brief, following the AID template. Use in Phase 1.

  • qa-validator-agent

    Validates that completed work meets its acceptance criteria in .aid/qa/<task-id>.yaml and returns a PASS/FAIL verdict. Use when the QA gate blocks task completion in Phase 4, or whenever a task claims to be done.

  • reflection-agent

    Independent quality evaluation of an output - scores WHY alignment, phase compliance, correctness, security and completeness for the Quality Check box. Also runs end-of-session review. Use for the automatic Quality Check, or when an output needs scoring by someone who did not produce it.

  • test-engineer

    Writes real, runnable test files (TDD) for code the developer just produced - not a test strategy document. Use in Phase 4 right after implementation.

  • test-review-agent

    Independent review of test quality - coverage, over-mocking, weak assertions, test independence. Use for the pipeline TEST_REVIEW step, or when tests pass but you need to know whether they actually prove anything.

  • visual-qa-agent

    Independently reviews a RUNNING application's visual quality and interaction in a real browser, then grades it. Use when UI work needs verifying in the browser rather than from code or tests alone.

Hooks (6)

  • SessionStart

    node

  • PreToolUse

    node

  • PreToolUse

    node

  • PostToolUse

    node

  • Stop

    node

  • Stop

    node

View source on GitHub

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