work-queue-processor
Autonomous work loop that processes validated queue items with fresh sub-agent contexts
rnd-eligibility-assessment
R&D Tax Incentive eligibility assessment methodology. Evaluates activities against Division 355 criteria, classifies core vs supporting R&D, and calculates refundable tax offsets.
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.
idea-queue-capture
Instantly capture user ideas to work queue with intelligent grouping
image-generation
Creates visual assets using AI image generation models (Imagen 3, DALL-E). Supports product renders, marketing imagery, infographics, and creative visuals for content and presentation workflows.
google-slides-storyboard
Automates Google Slides presentation creation with storyboard-driven design. Generates professional slide decks from structured content, research findings, or narrative outlines using Google Slides API.
australian-tax-law-research
Deep research capability for Australian taxation legislation, ATO rulings, and case law. Provides authoritative legal analysis with full citations for tax optimization decisions.
google-workspace-integration
Google Workspace integration for generating professional tax reports in Google Docs, financial spreadsheets in Google Sheets, and sending via Gmail to accountants with legislation references and action items.
idea-intake-workflow
Unified command interface for the autonomous idea intake workflow system
structured-logging
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audit-risk-benchmarking
Compare entity financial ratios against ATO small business benchmarks to assess audit probability
agent-orchestrator
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legislative-change-monitoring
Monitors Australian tax legislative changes including new ATO rulings, Treasury amendments, federal budget announcements, and court decisions that affect tax analysis engines
historical-trend-analysis
Multi-year financial trend comparison, regression detection, and anomaly flagging for tax planning and audit risk assessment
ato-rate-scraping
Automated scraping and extraction of current Australian tax rates from ATO.gov.au and related government sources
abn-entity-lookup
Validates Australian Business Numbers (ABN) and retrieves entity details from the Australian Business Register (ABR) for compliance verification
cashflow-forecasting
Project future tax obligations and cash flow requirements based on historical transaction patterns
state-machine
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myob-api-integration
Read-only MYOB AccountRight and Essentials API access for historical transaction data extraction
tdd
Use when implementing any feature or bug fix. Hard gate — no production code without a failing test first. Applies to vitest (apps/web/) and pytest (apps/backend/). Triggers on "implement", "add feature", "fix bug", "new component", "new endpoint", or any code-writing task.
verification-before-completion
Hard gate before any "Done", "Complete", or "✅" claim. Must execute verification commands and read actual output before claiming work is complete. Bans hedging language. Triggers before any completion statement, commit, PR creation, or success claim.
skill-manager
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metrics-collector
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data-validation
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systematic-debugging
Use when encountering any bug, test failure, or unexpected behaviour, before proposing any fixes. Four-phase root-cause protocol with hard 3-attempt circuit breaker. Enhances the bug-hunter agent with structured investigation. Triggers on "bug", "error", "failing", "crash", "debug", "broken", "why isn't", "not working".
email-delivery
Sends tax analysis reports, compliance alerts, and organisation invitations via SendGrid with template rendering and delivery tracking
health-check
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psi-classification
Personal services income determination under Division 84-87 ITAA 1997 — PSI rules, PSB tests, and deduction restrictions
pdf-report-generation
Generates professional PDF tax analysis reports with compliance disclaimers, legislative references, and accountant-ready formatting
error-taxonomy
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payroll-tax-analysis
Multi-state payroll tax compliance analysis across all 8 Australian jurisdictions
payg-instalment-optimization
PAYG instalment strategy analysis — amount vs rate method, variation penalty risk, GDP adjustment
entry-signals
Entry signal patterns with historical success rates. Use when deciding whether to open a position.
market-regimes
Market regime detection and regime-specific trading strategies. Use when analyzing market conditions to select appropriate strategy.
risk-management
Risk management rules learned from competition outcomes. Use when sizing positions or setting stop-losses.
trading-wisdom
Core trading insights learned from Agent Arena competition. Use when making any trading decision to apply institutional knowledge.
idea-to-icp
Take a messy business idea and work through to structured GTM primitives — Product, ICP segments, value prop, beachhead market, and channel strategy. Use when the user shares a product idea, says 'decompose my idea', 'help me find my ICP', 'who should I sell to', 'idea to ICP', or wants to structure their go-to-market thinking.
webdev-token-input
Multi-value token/chip input patterns for tag inputs, filter bars, and email "To" fields. Builds on webdev-combobox-autocomplete with token state management, key:value parsing, context-dependent suggestions, and token editing patterns. Use when building filter inputs, tag selectors, multi-select chips, or any input that creates visual tokens/pills from text.
webdev-filter-query-builder
Domain-specific filter query building with AST representation, operator handling, query serialization, and field-type-specific inputs. Use when building advanced filter UIs for observability tools, data analytics, search interfaces, or any system requiring structured query construction with boolean logic, comparison operators, and URL/string serialization.
webdev-combobox-autocomplete
Foundational patterns for building accessible autocomplete/combobox components with state management, ARIA patterns, keyboard navigation, async suggestions, and framework-agnostic implementation. Use when building autocomplete inputs, command palettes, search inputs, select replacements, or any dropdown with keyboard navigation and suggestions.
ui-design-iteration
Iterates on data-intensive UI designs to improve scannability, hierarchy, accessibility, and systematization. Use when improving an existing UI, reviewing a design for UX issues, or transforming a functional-but-flat interface into a polished product.
tpm-spec-verify
Enrich a Phase Sepc/PRD with Quality Requirements (Q-nnn) and Acceptance Criteria (AC-nnnn). Use when user wants to add QA perspective, define test criteria, identify non-functional requirements, add verification steps, or prepare a Phase PRD for test planning.
nano-banana-image-gen
Generate images using the `imagen` CLI (Gemini and OpenAI models). Use when the user says "nano banana", "generate an image", "create an image", "make me a picture", "image gen", "draw", "illustrate", or wants to create images from text prompts.
creative-direction
Develop brand creative treatments from GTM data. Use when the user says 'creative direction', 'brand treatments', 'brand tone', 'creative brief', 'brand identity direction', or wants to develop visual/verbal brand direction from their GTM decomposition.
find-bugs
Adversarial three-agent bug review pipeline. Runs search → adversary → judge to find high-confidence bugs with reduced false positives. Use: /find-bugs src/
five-whys
Root cause analysis technique for self-improvement. Use after any failure, mistake, or suboptimal outcome to find systemic causes and actionable changes. Triggers: analyzing why something went wrong, debugging repeated failures, post-mortem analysis, retrospectives, understanding root causes, reflecting on what could be improved.
self-improvement
Analyze autonomous loop session efficiency, track improvements, and view trends. Use when the user says "check loop metrics", "how are sessions doing", "analyze iterations", "self-improvement", "loop performance", "session efficiency", or wants to add/search/fix improvement records.
tpm-spec-trace-ids
Annotate a Spec/PRD with Feature IDs and generate a Coverage Index. Use when user wants to add spec tags to a vision document, create F-nnn identifiers, set up traceability, or initialize a PRD framework for phased development.
tpm-roadmap-slice
Generate a Phase Spec/PRD by extracting features from an annotated Vision PRD. Use when user wants to create quarterly phase documentation, extract requirements from vision, plan a development phase, or decompose features into R-nnnn requirements. Requires annotated Vision PRD with F-nnn tags and Coverage Index.
simplify
Radical Simplicity Audit. Use when the user asks for advice on simplifying an idea, product, architecture, or system. Helps distinguish essential from superfluous.
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