CELLM - Context Engineering for LLM Development
npx claudepluginhub murillodutt/cellmCELLM - Context Engineering for LLM-driven development. Structured specs, intelligent memory, and orchestration for AI agents building software.
DocOps - Documentation maintenance workflows with LLM-first templates, code evidence, and drift control.
Goold Design UI (GDU): The definitive Vue 3, Nuxt 4, and Tailwind architect plugin. Enforces CELLM mantra: Verify before you act, document everything.
Google Stitch design bridge — consumes DESIGN.md, HTML screens, and SITE.md artifacts into CELLM DSE, GDU Director, and orchestration workflows.
Marketplace with 3 plugins for Claude Code: cellm (core), docops (documentation), gdu (Goold Design UI).
Architecture: skills-only. No commands/ directories. Every capability is a skills/{name}/SKILL.md.
Context engineering for LLM-driven development. 29 skills, 4 agents, 6 hook events, Oracle integration.
| Skill | Activates on | What it enforces |
|---|---|---|
| typescript | *.ts, *.tsx, types/ | Strict typing, Zod validation, no any, explicit return types |
| drizzle | db/, schema.ts, drizzle.config | Typed schemas, .returning(), relations, transactions |
| dse | *.vue | Project-specific design tokens via dse_search before any UI work |
Context skills stack: editing a server/api/*.ts loads typescript.
| Skill | Invocation | What it does |
|---|---|---|
| init | /cellm:init [mode] | Interactive Oracle setup: install, status, update, doctor, restart, uninstall |
| plan | /cellm:plan [product] | Create mission.md, roadmap.md, tech-stack.md via guided Q&A |
| shape | /cellm:shape [feature] | Gather context and structure specs (requires plan mode) |
| write-spec | /cellm:write-spec [path] | Formalize shaping into technical spec (spec.md) |
| create-tasks | /cellm:create-tasks [path] | Break spec into task groups with dependencies |
| orchestrate | /cellm:orchestrate [path] | Execute tasks systematically, delegate to agents |
| implement | /cellm:implement [path] | Generate code from spec following patterns |
| verify | /cellm:verify [path] | Quality gate: spec compliance, security, patterns |
| spec | /cellm:spec [path] | Quick-create spec folder structure |
| spec-treat | /cellm:spec-treat [path] | Analyze spec for edge cases and inconsistencies |
| discover | /cellm:discover [focus] | Extract tribal knowledge into pattern files |
| inject | /cellm:inject [paths] | Inject relevant patterns into current context |
| index | /cellm:index [query] | Rebuild patterns index.yml |
| arena | /cellm:arena [mode] | Quality proving ground: prove, debug, gate, stress |
| oracle-search | /cellm:oracle-search <query> | Semantic search across Oracle observations |
| status | /cellm:status [verbose] | Quick Oracle worker health check |
| dse-discover | /cellm:dse-discover [path] | Bootstrap design system for a project |
| Agent | Model | Role |
|---|---|---|
| architect | opus | Plans features, defines architecture, writes specs. Never produces code. |
| implementer | sonnet | Implements features following specs and patterns. |
| project-manager | sonnet | Decomposes specs into tasks, orchestrates execution, tracks progress. |
| reviewer | sonnet | Reviews code against specs, patterns, and security standards. Read-only. |
| Event | What runs |
|---|---|
| SessionStart | ensure-oracle, /api/hooks/init, /api/hooks/context |
| UserPromptSubmit | capture-prompt, /api/knowledge/inject, /api/hooks/specs |
PreToolUse Edit|Write | /api/hooks/check-tags (workflow node lock detection) |
PreToolUse Write|Edit|Bash | version-guard (dependency version warning) |
PostToolUse Write|Edit|Bash|... | track-tool-use |
| PreCompact | capture-context |
| Stop | capture-context |
Worker daemon on port 31415. Auto-started on SessionStart.
Provides: semantic search, persistent memory, pattern discovery, knowledge base, OTEL metrics, DSE (Design System Engine), workflow graph, stack tracker.
Data: ~/.cellm/ (never in repo).
Documentation maintenance with LLM-first templates, code evidence, and drift control.
Production-ready workflow orchestration with 84 marketplace plugins, 192 local specialized agents, and 156 local skills - optimized for granular installation and minimal token usage
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