A self-evolving Agent OS — every interaction sharpens how it judges, not just what it knows. Four ideas: self-evolution (mistakes become code gates, not logged lessons), brain-first domain brains that grow and decay, cognition that persists between sessions, and proprioception — it senses and drives its own body. Human directs. AI delivers.
This repository also configures its own agents. See what SwarmAI tells them →
Skill Claude CodeCodex
Create, manage, and query Apple Reminders from the terminal. Syncs to iPhone/iPad/Mac. TRIGGER: "remind me", "add reminder", "create reminder", "my reminders". NOT FOR: for calendar events (use Outlook Assistant), project management, or non-Apple reminder systems.
Skill Claude CodeCodex
Orchestrate the full AIDLC Autonomous Pipeline from a one-sentence requirement to a PR-ready delivery with TDD methodology. DDD drives judgment, SDD produces specs, TDD verifies delivery. Stages: Evaluate, Think, Plan, Build, Review, Test, Deliver, Reflect. Checkpoints on BLOCK or context limits. TRIGGER: "run…
Skill Claude CodeCodex
DOM-based browser automation: navigate websites, read compressed page content, click elements, fill forms, extract data, and take screenshots using Playwright. TRIGGER: "browse", "open website", "browser agent", "web automation". NOT FOR: peekaboo use cases.
Skill Claude CodeCodex
Ultra-compressed communication. Cuts tokens 70% by dropping articles, filler, pleasantries, hedging. All technical substance stays exact. TRIGGER: "caveman", "caveman mode", "be brief", "less tokens". NOT FOR: full use cases.
Skill Claude CodeCodex
Tiered chat experience validator -- quick checks (5min) after every change, full audit (30min) before releases. Covers state machine invariants, SSE pipeline, streaming indicators, queue drain, and regression detection.
Skill Claude CodeCodex
Structured code review for PRs, files, or diffs with actionable findings. TRIGGER: "review code", "code review", "review PR", "review this file". NOT FOR: web-design-review, simplify use cases.
Skill Claude CodeCodex
Two-phase consulting-grade research reports with professional analysis frameworks. TRIGGER: "consulting report", "market analysis", "competitive analysis", "industry report". NOT FOR: deep-research, narrative-writing use cases.
Skill Claude CodeCodex
Clean and compress SwarmAI's 12 context files (SWARMAI/IDENTITY/SOUL/SELF/AGENT/USER/STEERING/TOOLS/MEMORY/EVOLUTION/KNOWLEDGE/PROJECTS) — knows WHICH source file to edit (system→backend/context+rebuild vs runtime→.context direct vs auto-generated), WHAT to cut (drift numbers, echoed titles, dated pointers…
Skill Claude CodeCodex
Create and configure SwarmAI custom agents with tools, permissions, resources, and hooks. TRIGGER: "create agent", "custom agent", "agent configuration", "configure agent". DO NOT USE: for skill creation (use skill-builder).
Skill Claude CodeCodex
Package a grown DDD into a distributable capability package — the last step of the DDD lifecycle (cultivate → version → DISTRIBUTE). Human-in-the-loop: reads the DDD's OWN declared reach (aim.json distribution block = the ceiling), confirms which declared target(s) to emit NOW, renders BOTH standard shapes on demand …
Skill Claude CodeCodex
Generate DDD Cultivation Weekly Report — summarizes all DDD document changes across all projects for the past 7 days. Shows what was auto-applied, what needs escalation, and per-project DDD health. MBR format. TRIGGER: "DDD weekly", "DDD report", "cultivation report", "DDD 周报". NOT FOR: swarmai-monthly-report…
Skill Claude CodeCodex
Thorough multi-source research with citations, analysis, and synthesis. TRIGGER: "research", "deep dive", "investigate", "find out about". NOT FOR: github-research, consulting-report use cases.
Skill Claude CodeCodex needs its repo
Package pipeline outputs into structured deliverables: artifact bundles, PR descriptions, decision logs, attention flags, and delivery reports. Bridges .artifacts/ (working memory) to Knowledge/ (long-term memory). TRIGGER: "deliver this", "package for review", "create delivery report", "wrap up this feature". NOT…
Skill Claude CodeCodex
Word document creation, editing, and analysis (.docx files). TRIGGER: any request involving Word documents, tracked changes, or .docx files. DO NOT USE: for plain text or markdown documents.
Skill Claude CodeCodex
Estimate token count for files using the bundled script. TRIGGER: "estimate tokens", "count tokens", "token usage", "context window size". DO NOT USE: for manual token math — always run the script.
Skill Claude CodeCodex needs its repo
Evaluate requirements, feature requests, and task intake against project DDD context. Produces a GO/DEFER/REJECT/ESCALATE recommendation with ROI scoring, scope definition, and acceptance criteria. TRIGGER: "evaluate this request", "should we build this", "assess this requirement", "triage this". NOT FOR…
Skill Claude CodeCodex
Invoice generation, expense tracking, financial calculations, and basic bookkeeping. Zero external dependencies. TRIGGER: "invoice", "expense", "budget", "profit". NOT FOR: for stock trading, real-time market data, or professional tax filing (consult a CPA).
Skill Claude CodeCodex
Create production-grade frontend interfaces with design intelligence database (67 styles, 161 palettes, 57 fonts, 161 industry rules). TRIGGER: "build a landing page", "create a website", "design a UI", "frontend prototype". NOT FOR: web-design-review use cases.
Skill Claude CodeCodex
Multi-round deep research on GitHub repositories, orgs, and open-source projects. TRIGGER: "research this repo", "evaluate this project", "github deep dive", "repo analysis", "what's the state of [project]". DO NOT USE: for quick README lookups (just use WebFetch) or general web research (use deep-research).
Skill Claude CodeCodex
Fetch and analyze GitHub Trending repositories. Shows today's hottest repos with stars, language, and relevance to your interests. Also runs daily as a signal feed → Welcome Screen briefing. TRIGGER: "github trending", "trending repos", "what's hot on github", "trending on github". NOT FOR: github-research use cases.
Skill Claude CodeCodex
A controlled intake process for adding and publishing SwarmAI evaluation cases, where evaluation cases are test examples used to check an AI system.
Skill Claude CodeCodex
Manage Gmail, Google Calendar, Drive, Sheets, Docs, Contacts, and Tasks via the gogcli CLI. TRIGGER: "gmail", "google calendar", "google drive", "google sheets". NOT FOR: outlook-assistant, xlsx, docx use cases.
Skill Claude CodeCodex
Relentless structured interview about a plan or design. Walks every branch of the decision tree, resolving dependencies one by one. Each question comes with a recommended answer. Use when user wants to stress-test a plan, poke holes in a design, or says "grill me". TRIGGER: "grill me", "grill this", "stress test this…
Skill Claude Code
Post-build verification of SwarmAI critical assumptions — streaming, context files, MCP, DailyActivity pipeline.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: