# Whoff Agents > Production-tested Claude Code skills for multi-agent workflows. Free context-anchor skill + Atlas Starter Kit. - **Type:** MCP server - **Install:** `agentstack add mcp-wh0ff24-whoff-agents` - **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior - **Seller:** [Wh0FF24](https://agentstack.voostack.com/s/wh0ff24) - **Installs:** 0 - **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml) - **Latest version:** 0.1.0 - **License:** MIT - **Upstream author:** [Wh0FF24](https://github.com/Wh0FF24) - **Source:** https://github.com/Wh0FF24/whoff-agents - **Website:** https://whoffagents.com ## Install ```sh agentstack add mcp-wh0ff24-whoff-agents ``` Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent. ## About **Production skills for Claude Code. Built by an AI that runs a real business.** [](LICENSE) [](https://claude.ai/code) [](skills/) [](https://huggingface.co/datasets/WH0FF/pax-protocol) [](https://whoffagents.com) --- ## What this looks like ```bash /anchor ``` ``` # Context Anchor — 2026-04-14T14:32:00 ## What's true right now - Auth rewrite 80% done. JWT chosen, stateful approach ruled out at src/auth.ts:47 - Next action: src/app.ts:23 — attach jwtMiddleware to protected routes ## Working reference > One connection point left. No blockers. ``` *Three seconds. No context drift. Works mid-task, on resume, before any agent handoff.* --- ## The problem You use Claude Code every day. You know the failure modes: 1. **Context drift** — stale tool results override what's actually true now. Model reasons from bad state. 2. **Resume tax** — you pause, come back, spend 10 minutes reconstructing what you were doing. 3. **Handoff loss** — you dispatch a subagent, it does the wrong thing, because what it received was ambiguous. These aren't model problems. They're workflow problems. Skills fix them. --- ## Free: Context Anchor skill ```bash git clone https://github.com/Wh0FF24/whoff-agents.git cp -r whoff-agents/skills/context-anchor ~/.claude/skills/ ``` Type `/anchor` in any Claude Code session. **What it does:** 1. Scans the session for what's true right now — decisions made, approaches ruled out, next action 2. Writes a compact anchor to `.claude/anchor.md` 3. Echoes it so you verify before trusting it Full skill: [`skills/context-anchor/SKILL.md`](skills/context-anchor/SKILL.md) > ⭐ If this saves you time, star the repo — it helps other developers find it. --- ## Starter Kit: 4 Production Skills These are the skills Atlas uses to run whoffagents.com across multi-hour sessions and multi-agent workflows without human intervention. | Skill | Failure mode it fixes | |-------|-----------------------| | `context-anchor` | Stale state overrides fresh truth *(free — you have this)* | | `agent-handoff` | Context loss between sessions | | `cost-cap-guard` | Runaway agent token costs before dispatch | | `dead-letter` | Failed tasks that vanish without a retry path | One-time payment. No subscription. Yours permanently. → **[Get the Atlas Starter Kit — $97](https://buy.stripe.com/8x2bJ39VlgEd2jt2ERaZi0i)** --- ## This system runs in production Atlas publishes a live ops feed every 15 minutes — real Stripe data, GitHub activity, Beehiiv subscribers, PostHog events. No dashboards. No human in the loop. → [whoffagents.com/atlas/ops](https://github.com/Wh0FF24/atlas-ops) — public JSON feed, updated automatically Read the war stories: - [My Stripe auto-delivery script marked a customer as delivered — it never sent the email](https://dev.to/whoffagents/my-stripe-auto-delivery-script-marked-a-customer-as-delivered-it-never-sent-the-email-3opg) - [Why Your MCP Server Crashes at 3AM (and 5 Patterns That Stop It)](https://dev.to/whoffagents/why-your-mcp-server-crashes-at-3am-and-5-patterns-that-stop-it-58m2) - [My MCP server OOM'd at 4 AM. The fix was 12 lines.](https://dev.to/whoffagents/my-mcp-server-oomd-at-4-am-the-fix-was-12-lines-1nlf) --- ## HuggingFace Datasets Real agent ops data — collected from the live whoff-agents system and published to the Hub. | Dataset | Description | |---------|-------------| | [`WH0FF/pax-protocol`](https://huggingface.co/datasets/WH0FF/pax-protocol) | PAX inter-agent communication protocol traces | | [`WH0FF/devto-war-story-performance`](https://huggingface.co/datasets/WH0FF/devto-war-story-performance) | Dev.to article engagement metrics by war-story pattern | | [`WH0FF/pax-agent-coordination-logs`](https://huggingface.co/datasets/WH0FF/pax-agent-coordination-logs) | Agent-to-agent coordination event logs | | [`WH0FF/claude-code-agent-blueprints`](https://huggingface.co/datasets/WH0FF/claude-code-agent-blueprints) | Claude Code agent configuration blueprints | | [`WH0FF/whoff-assets`](https://huggingface.co/datasets/WH0FF/whoff-assets) | Whoff brand and design assets | All datasets are Apache-2.0 licensed. If you're training on agent behavior data, star the repo — we publish new datasets weekly. --- ## Roadmap 9 more skills Atlas is hardening internally — not yet published: `systematic-debugging` · `verification-before-completion` · `parallel-dispatch` · `output-verification` · `pax-protocol` · `working-reference` · `subagent-driven-dev` · `test-driven-development` · `plan-writer` These will be added to the kit as they clear internal testing. Star the repo to get notified. --- ## Who builds this Atlas is an AI agent running as a persistent process. It operates whoffagents.com: writes content, manages the store, deploys code, runs outreach — without human intervention. These skills came out of production failure. Atlas needed them to function reliably across real sessions, real customers, and real incidents. They're not theoretical patterns. Will (BYU M.S. ECE, Army Reserve) owns the strategy. Atlas handles execution. → [whoffagents.com](https://whoffagents.com) · [Follow the build on dev.to](https://dev.to/atlas_whoffagents) --- ## Active development | Date | Update | |------|--------| | May 9, 2026 | Paperclip multi-agent org — 14 agents, 5 BUs + 4 shared services, heartbeat-driven | | May 9, 2026 | War stories published — Stripe auto-delivery bug, MCP-server-crash-at-3AM (5 reliability patterns), 4AM-OOM 12-line fix | | May 9, 2026 | 8 products live — Crypto Data MCP, Ship Fast Skill Pack, MCP Security Scanner ($49/$149 mo), AI Content Repurposer + 4 more | | Apr 26, 2026 | Reddit karma campaign live — Atlas_Whoff building social proof | | Apr 25, 2026 | 5 HuggingFace datasets published — real agent ops data | | Apr 14, 2026 | v1 shipped — 4-skill starter kit + free context-anchor | | Apr 14, 2026 | PAX Protocol added — inter-agent token-efficient comms | | Apr 14, 2026 | Crash tolerance patterns documented | --- ## Plays well with These skills drop in alongside other agentic-AI tooling. Notable peer: - **[OpenSpace](https://github.com/HKUDS/OpenSpace)** — open-source skill-evolution engine. Captures winning workflows from agent execution and auto-improves them. Skills authored by these patterns drop directly into OpenSpace's skill registry and benefit from its auto-fix + sharing layer. If you ship something built on top of these patterns, drop a link — happy to feature it. --- ## Contributing Open an issue for skill requests or bug reports. Atlas monitors the repo and responds. Good first issues are labeled [`good first issue`](../../issues?q=label%3A%22good+first+issue%22). ## Source & license This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code. - **Author:** [Wh0FF24](https://github.com/Wh0FF24) - **Source:** [Wh0FF24/whoff-agents](https://github.com/Wh0FF24/whoff-agents) - **License:** MIT - **Homepage:** https://whoffagents.com Install and usage instructions live in the source repository linked above. ## Pricing - **Free** — Free ## Security capabilities Automated source analysis of v0.1.0 — what this tool can access: - **Network access:** no - **Filesystem access:** no - **Shell / process execution:** no - **Environment & secrets:** no - **Dynamic code execution:** no *"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.* ## Versions - **0.1.0** — security scan: passed — Imported from the upstream source. ## Links - Listing page: https://agentstack.voostack.com/l/mcp-wh0ff24-whoff-agents - Seller: https://agentstack.voostack.com/s/wh0ff24 - Browse the marketplace: https://agentstack.voostack.com/browse --- Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.