Borrowing it
Nothing to install: this file belongs to IgorWarzocha/howaboua-pi-stuff. 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/IgorWarzocha/howaboua-pi-stuff/main/AGENTS.mdgit clone --depth 1 https://github.com/IgorWarzocha/howaboua-pi-stuffWrote 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/igorwarzocha/howaboua-pi-stuff/agents-md)<a href="https://agentmods.dev/instructions/igorwarzocha/howaboua-pi-stuff/agents-md"><img src="https://agentmods.dev/badge/instructions/igorwarzocha/howaboua-pi-stuff/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/igorwarzocha/howaboua-pi-stuff/agents-md"><img src="https://agentmods.dev/badge/instructions/igorwarzocha/howaboua-pi-stuff/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 | $0.01481 | $0.01481 |
| Opus 5.5 | $0.00592 | $0.00592 |
| Sonnet 5.5 | $0.00296 | $0.00296 |
| Haiku 4.5 | $0.00148 | $0.00148 |
Grade A, and why
howaboua-pi-stuff 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 today.
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 — 44 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Merges to main feed Changesets versioning and npm publishing.
Every package must work against released upstream Pi. Never make monorepo functionality depend on modifying, patching or forking upstream Pi; use supported extension APIs and report unavailable capabilities honestly.
We use this toolkit. If tools fail or cause friction, propose concrete fixes. Apply tiny, low-risk fixes without derailing the task. Edit owning source, never installed tooling. Validate and report changes. Source edits do not update running packages.
Sandbox validation means interacting with Pi's TUI through Herdr: normal consecutive turns that execute tools and use the guest environment. Programmatic probes do not require a sandbox and do not substitute for this interaction.
For live TUI review, use bun run sandbox:setup --name NAME --live-model openai-codex/MODEL after candidate changes. Reuse the host login through this setup's scoped access-token sync; a functioning authenticated guest is the baseline. Stop active review agents before replacing the guest snapshot; host edits alone never update it. Fix guest readiness instead of moving TUI acceptance onto the host.
Release acceptance must run the candidate's bundled native helpers without overrides. Verify guest compatibility first and replace incompatible disposable guests rather than rebuilding helpers around them.
Resolve package names against immediate packages subdirectories. Search the unique word match first, then follow direct references.
Keep pi-codex-web-run and pi-codex-imagegen src/codex-runtime trees identical. Do not publish a shared runtime package.
Agent-facing text is behaviour. Keep contracts, skills, prompt metadata and subagent prompts compact. Default to general-purpose assistance. Scope coding assumptions to coding tasks.
Hide extension internals from agent-facing text, including errors. State what happened, what remains available and an actionable next step. Users own account and configuration decisions. Success may expose a new action, not invented workflow advice.
Keep the static prefix small and stable. Defer nonessential tools through Code/Notebook while preserving discovery. Deliver tool guidance on demand through supported mid-session messages or results, not prefix edits.
Tool activation changes the live catalogue and chronological notices, not the standing system prompt. Rebuild tool-derived standing instructions from current state only at session/window rollover.
Mid-session harness updates use chronological developer messages where supported, Pi custom messages otherwise. Custom messages (pi.sendMessage, customType, display) are extension-labelled UI/history entries converted to provider user messages; purple-box styling does not make them system-role messages. Never substitute Pi system updates: its unsupported-provider fallback folds them into the initial prompt and breaks prefix stability.
Extend existing tools, not overlapping choices. Help-backed tools default to no-argument discovery, {} in structured mode. Keep explicit help visible and disclose current arguments on demand. Preserve familiar contracts. Omit obvious field descriptions.
Do not repeat obvious contracts across names, descriptions, schemas, promptSnippet and promptGuidelines. Use the latter two only for concrete failures. Never rewrite prior tool calls or results to integrate a tool.
Measure emitted tool schemas and system-prompt deltas for cache impact. Repository AGENTS.md is internal guidance, not product prompt cost.
Prefer semantic signal over grammatical polish. Drop cosmetic punctuation only if syntax, delimiters, meaning, evidence, caveats and recovery survive.
GPT-mode prose uses checkpoint-style fragments, arrows and terse clauses. Measure tokens: keep spaces when joined words cost more; compression must not increase tokens. Preserve syntax, caveats, recovery and normal-mode prose.
Skills and extensions must work for any user. Never ship personal names, local paths, machine assumptions or private workflows.
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.
- today Changed · +23 tokens per session 047235ddf385
- 6d ago Changed · +1 tokens per session 1c16d0bb2c9f
- 9d ago Changed · +1 lines · +51 tokens per session e7bf37f9bef4
- 15d ago Changed · +3 lines · +70 tokens per session 775606206785
- 17d ago Changed · +1 lines · +30 tokens per session aea802f19657
- 18d ago Changed · +1 lines · +75 tokens per session a668e203db50
- 21d ago Changed · +1 lines · +130 tokens per session 2300b9e676e2
- 24d ago Changed · +1 lines · +49 tokens per session 991ed3cb4752
- 25d ago Changed · +6 lines · -158 tokens per session 69f6d02038db
- 27d ago First seen · 30 lines · 1,210 tokens per session scan A a8c1e6ff723a
howaboua-pi-stuff AGENTS.md is an instructions file published in the GitHub repository IgorWarzocha/howaboua-pi-stuff (413 stars, last pushed yesterday), licensed MIT. It adds 1,481 tokens to every session, about $0.0059 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.
howaboua-pi-stuff AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| howaboua-pi-stuff AGENTS.mdIgorWarzocha/howaboua-pi-stuff | Instructions file | 413 | yesterday | MIT | A | 1,481 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |