prove-fix
[Code Quality] Use when you need to prove fix correctness with code proof traces, confidence scoring, and stack-trace-style evidence chains.
scan
[Documentation] Use when scanning the codebase to (re)generate ONE project-reference doc. Parameterized by `--target=<key>`: project-structure | backend-patterns | frontend-patterns | scss-styling | design-system | code-review-rules | domain-entities | feature-spec | docs-index | e2e-tests | integration-tests | seed-test-data | ui-system. Shared 4-phase scan engine; per-target detail lives in references/targets.md. `ui-system` is an orchestrator meta-target (`kind: orchestrator`) that runs the 3 UI child scans in parallel instead of the 4-phase engine.
workflow-research
[Workflow] Use when activating the Research & Synthesis workflow — research a topic via web sources, then synthesize per --output={synthesis|business-eval|marketing|course} (knowledge report, business evaluation, marketing strategy, or course material).
business-evaluation
[Content] Use when you need to evaluate business idea viability: Business Model Canvas, financial projections, risk matrix, go-to-market, execution plan.
architecture-design
[Architecture] Use when designing solution architecture across backend, frontend, deployment, monitoring, testing, and code quality.
template-skill
[Category] Use when defining the standard skill description pattern.
market-analysis
[Research] Use when you need to analyze market landscape: competitors, sizing (TAM/SAM/SOM), trends, SWOT, customer segments.
graph-trace
[Code Intelligence] Use when investigating what happens when code executes, understanding blast radius, or tracing frontend-to-backend flows.
scan-codebase-health
[Documentation] Use when you need to detect codebase health issues: unused exports, doc count-drift, orphan files, stale config references.
scan-all
[Documentation] Use when you need orchestrate all reference doc scans in parallel.
markdown-novel-viewer
[Content] Use when you need background HTTP server rendering markdown files with calm, book-like reading experience.
pbi-challenge
[Code Quality] Use when you need an AI-assisted Dev BA PIC review of PBI drafts.
pbi-mockup
[Project Management] Use when you need to generate an HTML mockup report from PBI and story artifacts.
scaffold
[Architecture] Use when scaffolding reusable OOP/SOLID project foundations before feature implementation.
review-ui
[Code Quality] Use when reviewing UI/frontend changes for long-content overflow, responsive multi-screen layout, flex-vs-fixed sizing, z-index discipline, and SCSS/BEM styling quality.
review-domain-entities
[DDD Quality] Use when you need to review domain entities and value objects for DDD design quality.
performance-review
[Debugging] Use when analyzing or optimizing performance bottlenecks: database queries, N+1 fan-out, indexing, API latency, memory, concurrency, algorithmic complexity (O(n²)), frontend rendering, caching, and distributed paths.
llm-council
[Decision Support] Use when pressure-testing irreversible, high-stakes decisions with adversarial AI advisors.
prompt-enhance
[Skill Management] Use when enhancing, compressing, or expanding prompts, docs, or skills with attention anchoring [INTELLIGENT ROUTING]. Flag: --op={compress|expand|enhance} (default enhance); --op=compress strips token bloat, --op=expand reconstructs compressed text.
linter-setup
[Quality] Use when you need to research and configure code quality tooling for any tech stack — linters, formatters, static analysis, pre-commit hooks, and CI gates.
review-architecture
[Code Quality] Use when reviewing architecture compliance for layers, messaging, service boundaries, CQRS, repos, and entity events.
knowledge-review
[Research] Use when you need to review knowledge artifacts for completeness, citation quality, confidence accuracy, and template compliance.
remotion
[User-Invoked] Use when you need create, update, or preview Remotion videos.
project-init
[Utilities] Use when initializing or re-evaluating portable project context: project-config, project-reference docs, CLAUDE.md, AGENTS.md, universal agent rules, hookless setup. Triggers on: project init, init project, missing project-config, missing project docs, missing CLAUDE.md, missing AGENTS.md.
release-doc
[Documentation] Use when you need to generate a detailed, AI-analyzed release document from git history over a time range or custom prompt.
refine
[Project Management] Use when converting ideas to PBIs, validating problem hypotheses, adding acceptance criteria, or refining requirements.
greenfield
[Planning] Use when you need to start a new project from scratch with full waterfall inception — idea, research, domain modeling, tech stack, and implementation plan.
harness-setup
[Quality] Use when setting up an agent quality harness with feedforward guides and feedback sensors.
knowledge-synthesis
[Research] Use when you need to synthesize research findings into structured report using template.
idea
[Project Management] Use when capturing new ideas, feature requests, or concepts for future refinement.
integration-test-review
[Code Quality] Use when you need to review integration tests for assertion quality, bug protection, repeatability, and test-spec traceability — AND verify the review target (changed production code) has test coverage (integration-first) with spec↔test↔code alignment.
integration-test-verify
[Testing] Use when you need to verify integration tests pass after writing and reviewing them.
integration-test
[Testing] Use when you need to generate or review integration tests.
interface-design
[Frontend] Use when you need interface design for product UIs — dashboards, admin panels, SaaS apps, tools.
project-config
[Utilities] Use when you need to scan workspace and update docs/project-config JSON to match current project structure.
journal
[Utilities] Use when recording an engineering journal entry — capture decisions, blockers, lessons, or progress notes during work.
production-readiness-review
[Code Quality] Use when reviewing service-layer and API changes for production readiness.
threejs
[General] Use when building 3D web apps with ThreeJS and related WebGL or WebGPU examples.
plan-execute
[Implementation] Use when you need to start coding & testing an existing plan. Flags: --approval=off (auto/trust mode, no approval gate), --tests=off (skip the test step), --parallel (parallel phase execution via subagents).
graph-query
[Code Intelligence] Use when you need to query code relationships and connections using the structural knowledge graph.
understand
[Process] Use when the developer wants something explained — by default the current working tasks + changes in context, or whatever the prompt names (a plan, a subsystem, a decision, a concept, a bug). AI derives WHAT to explain from the prompt and ALWAYS delivers a detailed, one-way explanation of purpose (why it exists), how (the mechanics), and why-this-way (trade-offs/alternatives) — regardless of coding level. Never asks the user questions, never quizzes, never blocks.
web-research
[Research] Use when starting a web research task — discover, gather, and triage candidate sources on a topic to feed deeper investigation.
review-artifact
[Code Quality] Use when you need to review artifact quality (PBI, user story, test spec, design spec) before handoff. Supports --type={pbi|story|spec-tests|design}.
graph-export
[Code Intelligence] Use when you need to export the code review knowledge graph. Flag: --format={json|mermaid} (default json); --format=json dumps the full graph to a JSON file, --format=mermaid renders a single file as a Mermaid flowchart diagram.
notebook-lm-research
Performs deep document analysis and research synthesis using NotebookLM for long-context document grounding. Enables multi-source research aggregation, citation extraction, and knowledge synthesis for content creation workflows.
xero-api-integration
Read-only Xero API integration for extracting financial data, reports, and transactions. OAuth 2.0 authentication with minimal required scopes for accounting analysis.
simple-report-export
Simple report generation without Google Cloud - uses Gmail App Password or local file export (PDF, Excel, Word-compatible formats)
tax-fraud-detection
Detection and prevention of illegal tax avoidance, Part IVA anti-avoidance triggers, circular arrangements, and sham transactions. Ensures all recommendations are legally defensible and do not constitute tax fraud.
tax-compliance-verification
Systematic verification of tax calculations, rates, thresholds, and legislative references against ATO publications. Ensures every output from the platform is legislatively correct and defensible.
work-queue-processor
Autonomous work loop that processes validated queue items with fresh sub-agent contexts
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