Borrowing it
Nothing to install: this file belongs to richardthe3rd/cambridge-beer-festival-app. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/richardthe3rd/cambridge-beer-festival-app/main/.claude/skills/debugging-playbook/SKILL.mdgit clone --depth 1 https://github.com/richardthe3rd/cambridge-beer-festival-appWrote 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/richardthe3rd/cambridge-beer-festival-app/debugging-playbook)<a href="https://agentmods.dev/skills/richardthe3rd/cambridge-beer-festival-app/debugging-playbook"><img src="https://agentmods.dev/badge/skills/richardthe3rd/cambridge-beer-festival-app/debugging-playbook/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/richardthe3rd/cambridge-beer-festival-app/debugging-playbook"><img src="https://agentmods.dev/badge/skills/richardthe3rd/cambridge-beer-festival-app/debugging-playbook.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 | $0.00188 | $0.05501 |
| Opus 5.5 | $0.00075 | $0.02200 |
| Sonnet 5.5 | $0.00038 | $0.01100 |
| Haiku 4.5 | $0.00019 | $0.00550 |
Grade A, and why
debugging-playbook 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.
| One drink category (e.g. cider) silently empty while others load | Per-type 404 soft-omission: a type returning HTTP 404 lands in NEITHER `drinksByType` NOR `failedTypes` — deliberate, so a transient mid-deploy 404 pre How it starts
The opening of the file, as written. The whole thing — 158 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Debugging Playbook
Symptom-first triage for this codebase. Every row below comes from a real incident
(issue/PR cited); code locations verified against the working tree on 2026-07-02.
Find your symptom, run the discriminating experiment, apply the fix-pattern. If
your symptom isn't here, check skill failure-archaeology before deep-diving —
most battles in this repo have already been fought once.
How to debug here (method)
- Reproduce with the cheapest signal. Prefer a unit/widget test over the dev
server; prefer the dev server over a release build. Domain controllers
(
lib/domain/controllers/) are pure and synchronous — most state bugs reproduce in a plain Dart test. - Run tests/analyze ONCE, then grep the log.
./bin/mise run testand./bin/mise run analyzeprintTEST_LOG=/ANALYZE_LOG=paths (temp files) at the start of the run. Grep that file for different things instead of re-running the suite. See skilldiagnostics-and-toolingfor the full workflow, coverage inspection, and the source-map crash-decode scripts. - Isolate with a discriminating experiment (third column below): one cheap observation that splits the hypothesis space in half. Predict the result before running it.
- Check history before deep-diving. Skill
failure-archaeologychronicles every major investigation, rejected fix, and revert. Re-proposing a rejected fix (see Traps below) wastes a review cycle at best. - Fix through change control. Every behaviour change goes through
./bin/mise run check, a conventional commit, and PR + CI. See skillchange-control. CI is ground truth: if analyzer and tests pass, a "this won't compile" review comment is wrong.
Doc-drift warning: AGENTS.md still lists
FavoritesService/RatingsService/TastingLogServiceas separate services. They no longer exist — personal state was unified intoUserDataStore(lib/services/user_data_store.dart, #391/#395).lib/services/storage_service.dartnow contains onlyFestivalStorageService. Trust the code.
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 · 158 lines · 188 tokens per session scan A 471eb796ef70
debugging-playbook is a skill published in the GitHub repository richardthe3rd/cambridge-beer-festival-app (3 stars, last pushed today), licensed MIT. It adds 188 tokens to every session and 5,501 once invoked, about $0.0008 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 2026-08-31.
debugging-playbook compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| debugging-playbookrichardthe3rd/cambridge-beer-festival-app | Skill | 3 | today | MIT | A | 188 | Claude Code |
| 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 |
| cwv-optimizeradobe/skills | Skill | 319 | yesterday | Apache-2.0 | A | 112 | Claude Code |
| ci-fixersipyourdrink-ltd/bernstein | Skill | 1.2k | yesterday | Apache-2.0 | A | 15 | Claude Code, Codex |
| triaging-web-analytics-supportPostHog/posthog | Skill | 41k | yesterday | none | A | 151 | Claude Code, Codex |
| diagnosing-missing-recordingsPostHog/posthog | Skill | 41k | yesterday | none | A | 76 | Claude Code, Codex |