CWC Workshops is a collection of materials from Anthropic-run workshops on building and evaluating AI-assisted coding workflows. The workshops cover model selection, multi-agent systems, managed agents, and product development with coding agents. The catalogue entries are examples and teaching materials from those workflows.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/anthropics/cwc-workshopsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/anthropics/cwc-workshops/cwc-fix)<a href="https://agentmods.dev/commands/anthropics/cwc-workshops/cwc-fix"><img src="https://agentmods.dev/badge/commands/anthropics/cwc-workshops/cwc-fix/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/anthropics/cwc-workshops/cwc-fix"><img src="https://agentmods.dev/badge/commands/anthropics/cwc-workshops/cwc-fix.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00012 | $0.01072 |
| Opus 5.5 | $0.00005 | $0.00429 |
| Sonnet 5.5 | $0.00002 | $0.00214 |
| Haiku 4.5 | $0.00001 | $0.00107 |
Grade A, and why
cwc-fix scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -fsS -m 3 http://localhost:8088/state 2>&1 | head -c 400 || echo "(unreachable)" How it starts
The opening of the file, as written. The whole thing — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Something broke mid-session. Diagnose and fix the infrastructure
without touching the participant's AGENT config.
Health check (run all of these, then reason from the results)
echo "── processes ──"
ps -eo pid,comm,args | grep -E 'java.*server.jar|node.*bot.js|node.*server.mjs|cloudflared' | grep -v grep
echo "── bot state (local) ──"
curl -fsS -m 3 http://localhost:8088/state 2>&1 | head -c 400 || echo "(unreachable)"
echo "── relay registration ──"
. .env.setup 2>/dev/null
[ -n "${RELAY_URL:-}" ] && curl -fsS -m 5 "${RELAY_URL%/}/p/${RELAY_KEY}/status" 2>&1 || echo "(no .env.setup — run ./setup.sh first)"
echo "── event server ──"
curl -fsS -m 5 "${LEADERBOARD_URL:-http://localhost:8888/api}/leaderboard" 2>&1 | head -c 200 || echo "(unreachable)"
echo "── recent errors ──"
tail -20 /tmp/mc-server.log /tmp/mc-bot.log /tmp/event-local.log 2>/dev/null
grep '\[relay\]' /tmp/mc-bot.log 2>/dev/null | tail -10
Decision tree
- No
javaprocess → server died../setup.sh --restart. - No
node bot.jsprocess → bot died (often heap OOM after long runs, or kicked by server)../setup.sh --restart. - Bot state unreachable but process alive → bot hung. Kill and
restart:
./setup.sh --restart. - Bot reachable locally, relay status
"connected":false→ the bot's outbound WebSocket to the event server is down. Look at the[relay]lines in/tmp/mc-bot.log:reconnecting in Nslines → it's retrying; if the event server is up (curl $EVENT_URL/api/config), wait ~30s. If still down,./setup.sh --restart.superseded by another registration→ they ran setup on two machines with the same copied repo/key.rm .relay-key && ./setup.sh --restartmints a fresh key on this machine.
- Event server unreachable (
$EVENT_URL/api/configfails) → that's the facilitator's problem (they restart it from their hosting dashboard). Nothing to fix on this machine; tell the participant to flag the facilitator. Their bot reconnects automatically when it's back. my_agent.pysays "no tools" or hangs at "looking for existing agent" forever → stale.agent_cache.jsonpointing at a dead agent.rm -f .agent_cache.jsonand retry.- Viewer at :8088/view is blank blue → prismarine-viewer y<0 bug.
(cd bot && node patch-viewer.cjs) && ./setup.sh --restart, then hard-refresh the browser (Cmd-Shift-R / Ctrl-Shift-R). - SOLO mode: tunnel unreachable →
rm -f /tmp/cf-tunnel-8888.log && ./setup.shre-mints the tunnel. The public hostname changes, so alsorm -f .agent_cache.json(the agent's MCP URL moved).
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 89 lines · 12 tokens per session scan A a3162e7266e2
cwc-fix is a command published in the GitHub repository anthropics/cwc-workshops (2,269 stars, last pushed 2d ago), licensed Apache-2.0. It adds 12 tokens to every session and 1,072 once invoked, about $0.0000 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
cwc-fix compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| cwc-fixanthropics/cwc-workshops | Command | 2.3k | 2d ago | Apache-2.0 | A | 12 | Claude Code |
| qa-changesOpenHands/extensions | Command | 176 | yesterday | MIT | A | 63 | Claude Code |
| react-nativegetsentry/toolkit | Command | 957 | yesterday | none | A | 0 | Claude Code |
| auditar-cascadingluanpdd/kit-mcp | Command | 5 | 4d ago | MIT | A | 54 | Claude Code |
| http-serviceMadAppGang/magus | Command | 14 | yesterday | MIT | A | 27 | Claude Code |
| doctordoncheli/don-cheli-sdd | Command | 59 | 2mo ago | Apache-2.0 | A | 76 | Claude Code |
| doctorfatihkan/badi | Command | 7 | 1mo ago | MIT | A | 0 | Claude Code |