The library

accesslint-diff · Proving a UI change introduces no new accessibility regressions before merging to main.

refactor · Restructuring large code sections with safety guarantees via LSP, AST-Grep, and regression tests.

accesslint-scan · Auditing a live page comprehensively for all WCAG 2.2 violations with selector-grounded fix worklist.

remove-ai-slops · Stripping boilerplate, dead code, and defensive patterns from AI-generated code without changing behavior.

adding-tauri-splashscreen · Building desktop applications with native performance and Rust backend integrated with web UI.

adding-tauri-system-tray · Building desktop applications with native performance and Rust backend integrated with web UI.

agent-architecture-audit · Reviewing multi-agent system design for coupling, messaging patterns, and safety boundaries.

visual-qa · Detecting visual regressions and responsive design breakpoints across multiple screen sizes.

agent-eval · Measuring multi-agent system output quality, safety alignment, and hallucination rates.

agent-browser · Automating browser interactions or debugging agent reasoning state with transparent step-by-step trace.

agent-evaluation · Measuring multi-agent system output quality, safety alignment, and hallucination rates.

dev-browser · Exposing browser DevTools and debugging APIs to agent automation workflows.

agent-introspection-debugging · Automating browser interactions or debugging agent reasoning state with transparent step-by-step trace.

agent-memory-systems · Persisting multi-layer agent memory (short-term, long-term, skill) across conversations.

git-master · Maintaining clean commit history and enforcing conventional-commit discipline across branches.

personalhub-steam · Centralizing task, calendar, email, and memory state in a single-player productivity dashboard.

agent-tool-builder · Designing tools when LLM description quality matters more than implementation quality.

security-research · Parallel security audits that separate real exploitability from concern with dedicated hunters and PoC engineers.

personalhub-youtube · YouTube API setup, credential validation, and search/trending usage without building custom integrations.

agentic-engineering · Engineering workflows where AI agents perform most implementation and evals enforce quality gates.

agentic-ops-core · Shared loop discipline for all live-surface operations: read state, smallest reversible action, prove it, report exact status.

swarmwage-hire · Hiring specialized agents (image generation, transcription, charting) when they beat your native capability.

agentic-ops-orchestrator · Single entry point for operating any live surface: inbox, repo, tracker, billing, docs, alerts.

understand-chat · Answering codebase questions using a pre-built knowledge graph instead of reading source directly.

swarmwage-publish · Publishing agent capabilities to the Swarmwage registry so other agents discover and pay you in USDC.

understand-dashboard · Visualizing knowledge graph structure as interactive architecture instead of raw JSON.

agents-sdk · Building agents using standardized SDK patterns and tool composition.

understand-diff · Analyzing code diffs to understand what changed and its graph-based impact zone.

ai-agents-architect · Designing agentic system architecture when multiple specialized agents are needed.

understand-domain · Extracting domain models from source when you need semantic structure, not syntax.

studiomcphub-studio · Configuring Studio in PersonalizationMCP without manual credential management.

ai-agents-meta-core · Shared reference used by ALL agents in a cluster to enforce consistent discipline.

understand-explain · Explaining code concepts to humans using graph-derived semantic connections.

comfy-nodes · Managing ComfyUI workflow nodes when you need programmatic graph composition.

ai-agents-meta-orchestrator · Routing agentic tasks to specialized experts within a meta-orchestration layer.

understand-knowledge · Mapping large codebases when architecture documentation is stale or nonexistent.

ai-automation-workflows · Distributed multi-stage tasks where visibility and approval gates prevent unauthorized changes.

understand-onboard · Mapping large codebases when architecture documentation is stale or nonexistent.

AI Image Generator & Editor — GPT Image 2, Nanobanana, ComfyUI · Batch visual asset creation where consistent style and rapid iteration matter more than hand-crafted perfection.

ai-content-pipeline · Distributed multi-stage tasks where visibility and approval gates prevent unauthorized changes.

understand · Mapping large codebases when architecture documentation is stale or nonexistent.

ai-native-cli · Command-line tools that AI agents will invoke without human-in-the-loop monitoring.

Product Photoshoot Workflow · Distributed multi-stage tasks where visibility and approval gates prevent unauthorized changes.

ai-product · Production LLM features where validation and caching prevent probabilistic failures from reaching users.

Social Thumbnail Workflow · Distributed multi-stage tasks where visibility and approval gates prevent unauthorized changes.

ai-regression-testing · AI-assisted development where automated regression tests catch blind spots the same model would miss.

MeiGen Visual Creative Expert · Teams automating repetitive tasks while maintaining control over execution and output quality.

ai-seo · Content creators wanting to appear in AI-generated answers without building links manually.

ai-video-director · Batch visual asset creation where consistent style and rapid iteration matter more than hand-crafted perfection.

ai-wrapper-product · Production LLM features where validation and caching prevent probabilistic failures from reaching users.