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.
npx skills add anthropics/cwc-workshops --skill incident-triage-runbookgit 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/skills/anthropics/cwc-workshops/incident-triage-runbook)<a href="https://agentmods.dev/skills/anthropics/cwc-workshops/incident-triage-runbook"><img src="https://agentmods.dev/badge/skills/anthropics/cwc-workshops/incident-triage-runbook/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/skills/anthropics/cwc-workshops/incident-triage-runbook"><img src="https://agentmods.dev/badge/skills/anthropics/cwc-workshops/incident-triage-runbook.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00051 | $0.00621 |
| Opus 5.5 | $0.00020 | $0.00248 |
| Sonnet 5.5 | $0.00010 | $0.00124 |
| Haiku 4.5 | $0.00005 | $0.00062 |
Grade A, and why
incident-triage-runbook scanned grade A with 0 findings 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 24d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
1 near-identical copy found in the catalogue:
- incident-triage-runbook — 100% identical, 25 lines differ
How it starts
The opening of the file, as written. The whole thing — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Incident triage
If you change the order below, say why in #sre.
Order of operations
- Pull deploys for the last 6h. Don't open the log first.
- Line the deploy timestamps up against
p99_latency_ms/error_ratefor the paged service. State the gap ("deploy 14:31, p99 moves 14:33"). - If a deploy lines up: pull the diff, read it. Check for the stuff in the next section.
- Then grep the log to confirm. Don't grep to fish.
- No deploy lines up → the service may be a victim. Check
db_pool_utilizationacross checkout/cart/auth/inventory, then the upstream deps (db-primary,db-inventory,idp.internal). Find what moved first.
Ask get_metrics for a name that doesn't exist and it lists the ones that do.
Things that have burned us
In rough order of how often:
- per-row query where there used to be a batch
- cache decorator removed "temporarily"
- new query, no index
- blocking call in an async handler
- retry loop with no backoff
Write-up
One line at the bottom of your reply:
Root cause:
<sha>— one sentence on the mechanism.
If it wasn't a deploy, put the component or upstream dep where the sha goes (db-primary, stripe-api, whatever). Still one sentence.
Everything above that line is evidence. Keep it short; the long version goes in the postmortem doc.
If you were handed an incident id, also save the structured version to /workspace/findings/<INCIDENT_ID>.json so the postmortem can be built from it:
{
"incident_id": "INC-0000",
"service": "checkout",
"title": "one line, what users saw",
"root_cause": {"ref": "<sha or component>", "summary": "one sentence on the mechanism"},
"timeline": [{"time": "14:31:18", "event": "what happened"}],
"evidence": ["one fact per line, with the number or timestamp that proves it"],
"ruled_out": ["what you checked that turned out not to be the cause, and why"],
"impact": {"metric": "p99_latency_ms", "baseline": 65, "peak": 3640, "unit": "ms"},
"fix": "the immediate remediation",
"caused_by_incident": null
}
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.
- 24d ago Changed · +21 lines 8570afee91aa
- 2mo ago First seen · 37 lines · 51 tokens per session scan A a149675d59f7
incident-triage-runbook is a skill published in the GitHub repository anthropics/cwc-workshops (2,290 stars, last pushed 6d ago), licensed Apache-2.0. It adds 51 tokens to every session and 621 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
incident-triage-runbook compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| incident-triage-runbookanthropics/cwc-workshops | Skill | 2.3k | 6d ago | Apache-2.0 | A | 51 | Claude Code, Codex |
| systematic-debuggingopen-metadata/OpenMetadata | Skill | 16k | yesterday | Apache-2.0 | A | 37 | Claude Code |
| log-error-digestzebbern/claude-code-guide | Skill | 4.7k | 3d ago | MIT | A | 71 | Claude Code, Codex |
| incident-response-incident-responsermyndharis/antigravity-skills | Skill | 2.0k | 3d ago | MIT | A | 36 | Claude Code, Codex |
| cwv-optimizeradobe/skills | Skill | 322 | yesterday | Apache-2.0 | A | 112 | Claude Code |
| ci-fixersipyourdrink-ltd/bernstein | Skill | 1.2k | yesterday | Apache-2.0 | A | 15 | Claude Code, Codex |
| diagnosing-missing-recordingsPostHog/posthog | Skill | 41k | yesterday | none | A | 76 | Claude Code, Codex |