Curated decision-support reference with semantic search across three domains — 54 general-reasoning mental models (first principles, inversion, second-order thinking, opportunity cost, …), 27 threat-modeling frameworks (STRIDE, LINDDUN, PASTA, OCTAVE, Attack Trees, MITRE ATT&CK/ATLAS, Kill Chain, NIST AI RMF, OWASP LLM Top 10, Kubernetes Threat Matrix), and 137 software-architecture patterns (cloud design, resilience, data, DDD, distributed systems). Each domain routes a problem to the relevant entries, applies each, synthesizes, and stress-tests with a counter-frame. 4 skills: aio-mental-models, aio-threat-models, aio-architect-advisor, aio-architect-reference.
Plugin aio-advisor from marketplace aiocean-plugins in aiocean/claude-plugins. Commands read from the repo's manifest — 12 days ago.
aio-architect-advisorArchitecture decision advisor — guides pattern selection, application, synthesis, and stress-testing for system design, scaling, resilience, and migration decisions.
aio-architect-referenceLook up architecture patterns and concepts via semantic search — read the full article on demand, compare patterns side-by-side, or browse by volume.
aio-mental-modelsDecision and reasoning advisor — picks 2-3 relevant mental models, walks through applying each, and synthesizes a recommendation. Use proactively when facing a hard trade-off, an ambiguous decision, or any "should we do X or Y" question where structured reasoning beats gut feeling.
aio-threat-modelsThreat modeling framework advisor — selects the right framework(s) for the system (security, privacy, AI/ML, cloud, K8s), walks through application, and composes findings across frameworks. Use proactively when reviewing architecture for risk, conducting a security architecture review, assessing a s
Sharpen Claude Code — patch and recompile Claude's binary for custom use cases (control channels, agent-as-a-service, custom tooling), capture this session's workflow as a reusable skill, consolidate memory, and ship feedback to the marketplace.
9 skills
Understand, plan, debug, and review code as one coordinated workflow — codebase discovery, dependency mapping, implementation planning, root-cause debugging, and pre-merge review.
9 skills
Translate EPUB books into literary Vietnamese end-to-end — upload, pre-translation analysis, chapter translation with consistency checks, quality review, and bilingual export.
9 skills
Create self-contained HTML artifacts in four genres — report, deck, explorer, editor — routed by what the human does next: read and audit, present, decide, or edit and hand values back. Every artifact is offline (one file, zero remote references), printable (a print stylesheet in every genre), and auditable (claims carry repository, revision, and line anchors, confidence words carry numeric bands, and a parsing validator gates the structure).
4 skills
Drive Jira, Confluence, Google Workspace (Drive/Gmail/Calendar/Sheets/Docs), Tanca HR, and X/Twitter from your terminal — one CLI per service, no context switching.
4 skills
Design and ship UI with confidence — UI/UX guidance, neobrutalism design system bootstrapping, and SaaS analytics dashboard design (chart selection, anti-pattern checks, a11y, storytelling).
3 skills
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