Borrowing it
Nothing to install: this file belongs to bo0tzz/pgmqtt. 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/bo0tzz/pgmqtt/main/AGENTS.mdgit clone --depth 1 https://github.com/bo0tzz/pgmqttWrote 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/instructions/bo0tzz/pgmqtt/agents-md)<a href="https://agentmods.dev/instructions/bo0tzz/pgmqtt/agents-md"><img src="https://agentmods.dev/badge/instructions/bo0tzz/pgmqtt/agents-md/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/instructions/bo0tzz/pgmqtt/agents-md"><img src="https://agentmods.dev/badge/instructions/bo0tzz/pgmqtt/agents-md.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 | $0.02080 | $0.02080 |
| Opus 5.5 | $0.00832 | $0.00832 |
| Sonnet 5.5 | $0.00416 | $0.00416 |
| Haiku 4.5 | $0.00208 | $0.00208 |
Grade A, and why
pgmqtt AGENTS.md 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 25d 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.
How it starts
The opening of the file, as written. The whole thing — 171 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Operational notes for working in this repo as an autonomous agent (Claude Code or otherwise). Designed as a load-bearing playbook: read it before your first commit, link it from PRs that follow non-obvious workflows.
Validation tier model
Three tiers, additive (tier3 ⊃ tier2 ⊃ tier1). Wall-clock + exact bug
coverage are documented in scripts/validate-timings.md.
Short version:
| Tier | When to run | Wall clock | Run command |
|---|---|---|---|
| tier1 | After every code change | ~10s | make validate TIER=tier1 |
| tier2 | Before commit / before PR | ~6m | make validate TIER=tier2 PAHO=/tmp/paho-testing |
| tier3 | Before tag / weekly nightly | ~12–18m | make validate TIER=tier3 PAHO=/tmp/paho-testing |
What each tier closes that the prior tier misses:
- tier1 — compile / vet / race-light unit tests / chart lint+template+ strict parse. Catches static bugs, helm rendering issues (typoed values keys, scientific-notation in int fields, duplicate label keys that helm emits but Flux/kustomize reject), small-package data races.
- tier2 — full unit suite against a testcontainer Postgres + paho v3+v5 conformance against a single broker. Catches SQL path regressions and MQTT protocol shape bugs (reason codes, retain, will-delay, takeover ordering).
- tier3 — multi-broker paho via kind + 60s soak smoke. Catches cross- pod fanout bugs, deploy-shape regressions (helm-rendered manifests applied to a real apiserver), sustained-load issues.
In CI:
ci.yml— covers tier1's surface on every PR (vet, test, test-race, helm lint, kind-based smoke). Already green is your gate to merge. Dependency scanning lives in its owngovulncheck (deps)job so an upstream advisory doesn't read as a test failure; it still gates merge. For the same reasonvalidate.shdoesn't run govulncheck in any tier; pass--vulncheck(ormake validate ... VULNCHECK=1) to add it.conformance-nightly.yml— runs tier2 daily at 03:00 UTC. Doesn't gate PRs; informational regression detector.soak-weekly.yml— runs an in-cluster soak (and tier3 paho multi-broker, best-effort) Mondays 04:00 UTC. Fails on any QoS≥1 loss/dups.
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.
- 25d ago Changed · +1 lines · +19 tokens per session 2896c85ffba1
- 1mo ago Changed · +2 lines · +45 tokens per session 3f865e018bc8
- 2mo ago Changed · +1 lines · +27 tokens per session 886d9701713d
- 2mo ago First seen · 167 lines · 1,989 tokens per session scan A 48b83555f598
pgmqtt AGENTS.md is an instructions file published in the GitHub repository bo0tzz/pgmqtt (12 stars, last pushed 3d ago), licensed MIT. It adds 2,080 tokens to every session, about $0.0083 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 2026-08-31.
pgmqtt AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| pgmqtt AGENTS.mdbo0tzz/pgmqtt | Instructions file | 12 | 3d ago | MIT | A | 2,080 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,516 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| vscode ai-customization.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 1,907 | GitHub Copilot |