aufgaard

# Aufgaard — Production AI Operations Suite > **Operator cockpit for production AI.** 7 MCPs + 13 skills + 6 hooks + 5 monitors. Catches dangerous bash, cost spikes, agent-config attacks, output-action divergence, silent cron failures, supply-chain risks, and unsafe upgrades. [](LICENSE) ## What this is A single Claude Code (and Cursor) plugin that wraps seven production-AI safety + observability MCP servers in a coherent operator experience: invocable skills, automatic safety hooks, background monitors that surface failures proactively, and specialized subagents for heavy work. The seven MCPs: | Server | Catches | |---|---| | `silentwatch-mcp` | Cron silent failures (exit-0 with empty output, length anomalies, retry storms) | | `openclaw-health-mcp` | Runtime deployment vitals — gateway, plugins, errors, OOM history | | `openclaw-cost-tracker-mcp` | Per-agent cost attribution + 429-window prediction across providers | | `openclaw-skill-vetter-mcp` | Malicious skills / agent-config attacks (CVE-class supply-chain risks) | | `openclaw-upgrade-orchestrator-mcp` | Upgrade regression risk (catalog of known-bad versions + provider-side drift detection) | | `openclaw-output-vetter-mcp` | Output-action divergence (agent claims vs actual state) + grounding failures | | `bash-vet-mcp` | LLM-emitted destructive shell commands (30 rules across 8 families) | ## Install ### Quick install (Claude Code, after marketplace listing) ```bash /plugin install aufgaard ``` ### Local install (development / pre-marketplace) ```bash git clone https://github.com/temurkhan13/aufgaard cd aufgaard claude --plugin-dir . ``` ### Cursor (after marketplace listing) Open Cursor → Marketplace → search "Aufgaard" → Install. ## What you get when activated **Visible by default — no invocation required:** - 🟢 SessionStart auto-report: deployment health + yesterday's spend, surfaced the moment you open Claude Code - ⛔ PreToolUse hooks block dangerous bash + flag malicious agent-config files before they land - 🔔 Background monitors push notifications when 429 is imminent, when silent failures are detected, when known-regression upgrades land **Invocable on demand:** - `/aufgaard:production-audit` — one-page 35-pattern audit calling all 7 MCPs in parallel - `/aufgaard:cost-overview` — current spend + 429 prediction + cheaper-routing recs - `/aufgaard:vet-bash <command>` — vet a specific shell command before running - `/aufgaard:should-i-upgrade <package>` — pre-upgrade safety check - `/aufgaard:silent-failures` — recent silent-failure detections from cron / scheduled jobs - `/aufgaard:health-check` — current deployment vitals - `/aufgaard:verify-claim` — verify an agent's "I did X" claim against actual state - ...and more (see [docs/skills.md](docs/skills.md)) ## How this fits into your workflow The plugin's job is to give you **eyes on what your production agents are doing** — without you having to ask. Each session opens with a health summary. Dangerous bash gets blocked automatically. Cost spikes ping you before they become billing surprises. Malicious agent-config files in PRs get flagged before they activate. For the full pattern catalogue (35 production-AI failure modes mapped to MCP coverage), get the [Production-AI MCP Suite Bundle](https://temurah.gumroad.com/l/production-ai-mcp-suite) — includes the 8-page Field Reference PDF + Welcome.md decision tree. ## Compatibility - **Claude Code:** native — install via `/plugin install aufgaard` or `claude --plugin-dir` - **Cursor:** native — same files, dual config dirs (`.claude-plugin/` + `.cursor-plugin/`) - **OpenClaw / Anthropic Console:** inherits via Claude Code - **Codex / Windsurf / Continue.dev:** the underlying 7 MCPs work via MCP standard; full plugin support TBD ## Underlying MCPs (also installable standalone) If you only want one or two MCPs without the plugin packaging: ```bash pip install silentwatch-mcp openclaw-health-mcp openclaw-cost-tracker-mcp \ openclaw-skill-vetter-mcp openclaw-upgrade-orchestrator-mcp \ openclaw-output-vetter-mcp bash-vet-mcp ``` Each MCP has its own GitHub repo with detailed README, test suite, and CI. ## Status **v1.0 — in development (2026-05).** This README documents the target shape. Tracking progress: see [IMPLEMENTATION-PLAN.md](IMPLEMENTATION-PLAN.md). ## License MIT — see [LICENSE](LICENSE). Use freely in your stack, fork it, ship under your own brand if helpful.