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.
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Skill Claude Code
Deploy, update, manage, and monitor Hive cloud instances. Use when the user wants to create a new Hive, update an existing Hive to a new version, check Hive status, start/stop instances, reset passwords, or manage AWS accounts for Hive deployment.
Skill Claude CodeCodex
Generate HTML artifact files for human-consumed outputs (reports, reviews, scorecards, comparisons). Dual-consumer protocol: agent self-use = markdown always; human consumption = HTML when content triggers escalation (>100 lines, multi-dimensional, spatial, interactive, shareable). TRIGGER: "generate report", "html…
Skill Claude CodeCodex
Convert AI-written text to more human-like writing through subtle, targeted edits. TRIGGER: "humanize", "sounds robotic", "AI-written", "make it natural", "too AI". DO NOT USE: for full rewrites or creative writing (just write directly).
Skill Claude CodeCodex
Generate images using structured prompts with AI image generation APIs and tools. TRIGGER: "generate image", "create image", "make a picture", "image for social", "thumbnail", "banner", "illustration", "visual content". DO NOT USE: for editing existing images (use image editing tools directly) or for chart/data…
Skill Claude CodeCodex
Create, list, edit, pause, resume, and delete scheduled jobs in the Swarm Job System. Jobs run in the background via launchd — independently of chat sessions. Supports agent tasks (headless Claude CLI with MCP tools), signal pipeline jobs, and script execution. User jobs live in user-jobs.yaml; system jobs are…
Skill Claude CodeCodex needs its repo
Ingest URLs, articles, or text from any source into structured knowledge cards. Stores source URL + metadata + briefing (NOT full text). On-demand retrieval from source. TRIGGER: "learn this", "save this article", "read and remember", "ingest this". NOT FOR: deep-research, summarize, persist use cases.
Skill Claude CodeCodex
Manage the SwarmAI Library — mount external directories (code or docs) so the agent can recall them, and search the library. Mounting indexes in place at mount time (code → symbol graph, docs → text chunked into the shared Knowledge FTS5); mounts are POINTERS, never copied. TRIGGER: "mount ", "mount this folder", "add…
Skill Claude Code
Self-maintenance engine: scan 7 dimensions (31 checks), auto-fix mechanical issues, report Found/Fixed/Pending, escalate only judgment calls.
Skill Claude CodeCodex
Guide for building high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services. Covers Python (FastMCP) and TypeScript (MCP SDK). TRIGGER: "build MCP", "create MCP server", "build MCP tool", "new MCP server". NOT FOR: settings use cases.
Skill Claude CodeCodex
Score Salesforce opportunities using the MEDDPICC framework (8 dimensions, 100 points). Pulls data from CRM MCP, scores each dimension against evidence, checks stage gates, detects risk signals, and generates prioritized actions with estimated point impact. TRIGGER: "MEDDPICC", "MEDDPICC analysis", "MEDDPICC score"…
Skill Claude CodeCodex
Distill unprocessed DailyActivity files into curated MEMORY.md entries. TRIGGER: auto-triggers when >3 unprocessed DailyActivity files detected at session start. DO NOT USE: manually — this runs silently and automatically.
Skill Claude CodeCodex
Structured writing for clear, data-driven documents that drive decisions. Guided authoring with per-type templates (six-pager, PR/FAQ, HLD, LLD, ADR, SOP, project plan), a five-criteria quality bar, a skeptical-reviewer stakeholder simulation, and weasel-word / AI-ism checks. TRIGGER: "six-pager", "PR/FAQ", "working…
Skill Claude CodeCodex
Send messages to 9 notification channels: Feishu, DingTalk, WeCom, Telegram, Email, ntfy, Bark, Slack, and generic webhooks. Config-driven via /.swarm-ai/notify-channels.yaml. Also callable by other skills and jobs.
Skill Claude CodeCodex
Manage Outlook inbox: triage, cleanup, send, and organization via aws-outlook-mcp server. TRIGGER: "check email", "email triage", "clean inbox", "email summary". NOT FOR: google-workspace use cases.
Skill Claude CodeCodex
PDF manipulation: extract text/tables, create, merge/split, fill forms. TRIGGER: any request involving PDF files, PDF forms, or PDF generation. DO NOT USE: for reading plain text or markdown documents.
Skill Claude CodeCodex
TRIGGER: "screenshot", "click on", "UI automation", "automate app", "screen capture", "what's on screen", "peekaboo" DO NOT USE: for terminal commands (use Bash), web scraping (use WebFetch), or non-macOS platforms.
Skill Claude CodeCodex needs its repo
Persist knowledge to the correct destination — routes to DDD docs (PRODUCT/TECH/IMPROVEMENT/PROJECT), MEMORY.md, Knowledge/Library/ (searchable store), or EVOLUTION.md based on content type. Unified routing for both manual saves and auto hooks. TRIGGER: "remember", "save", "persist", "沉淀", "record this", "save to…
Skill Claude CodeCodex
Convert text content into podcast scripts and audio using TTS tools. TRIGGER: "create podcast", "generate podcast", "make a podcast", "turn this into a podcast", "audio content", "podcast script". DO NOT USE: for music generation or sound effects (not supported).
Skill Claude CodeCodex
Swarm's media value delivery engine. Transforms messages into optimized media packages (poster, video, narrative, shorts, README) via a 9-stage pipeline (EVALUATE->REFLECT). Message-first, format follows audience. Your message, their attention, the right format. TRIGGER: "pollinate", "make content about", "GTM for"…
Skill Claude CodeCodex
Presentation creation, editing, and analysis (.pptx files). TRIGGER: any request involving PowerPoint, presentations, slides, or speaker notes. DO NOT USE: for simple text outlines (just use markdown).
Skill Claude CodeCodex needs its repo
Create, list, edit, rename, and delete DDD projects (Domain-Driven Design) — provisions the canonical six-section DDD structure. Each project gets 4 knowledge documents (PRODUCT.md, TECH.md, IMPROVEMENT.md, PROJECT.md) and an .artifacts/ directory for pipeline outputs. TRIGGER: "add project", "new project", "create…
Skill Claude CodeCodex
Diff-aware structured QA: scope from git changes, run unit tests, visual test UI changes, fix bugs with atomic commits, halt when fixes get risky. TRIGGER: "run QA", "test my changes", "QA this", "check for regressions". NOT FOR: code-review use cases.
Skill Claude CodeCodex
Manage SwarmAI ToDos — add, list, edit, complete, and delete items that appear in the left-nav ToDo card/overlay. Each todo is a self-contained work packet: when dragged into a chat tab, the agent has all context to start executing immediately. Also proactively creates todos from detected action items and blockers.…
Skill Claude CodeCodex
Generate AI-Ready artifacts for any codebase — transforms repos into DDD-structured context (AGENTS.md + PRODUCT/TECH/IMPROVEMENT/PROJECT.md + code-intel.json) that makes AI agents truly understand the project. Works on any language, any framework. TRIGGER: "make AI-ready", "ai-ready repo", "generate DDD for repo"…
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: