Borrowing it
Nothing to install: this file belongs to asa-degroff/Porrima. 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/asa-degroff/Porrima/main/AGENTS.mdgit clone --depth 1 https://github.com/asa-degroff/PorrimaWrote 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/asa-degroff/porrima/agents-md)<a href="https://agentmods.dev/instructions/asa-degroff/porrima/agents-md"><img src="https://agentmods.dev/badge/instructions/asa-degroff/porrima/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/asa-degroff/porrima/agents-md"><img src="https://agentmods.dev/badge/instructions/asa-degroff/porrima/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 | $0.06283 | $0.06283 |
| Opus 5.5 | $0.02513 | $0.02513 |
| Sonnet 5.5 | $0.01257 | $0.01257 |
| Haiku 4.5 | $0.00628 | $0.00628 |
Grade A, and why
Porrima 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 7d 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 — 314 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Project
Porrima — A feature-rich agent framework and user interface with persistent memory, project context, and agentic tool execution. npm workspaces monorepo: server/ (Express + TypeScript) and client/ (React + Vite + Tailwind).
Quick Reference
- Server port: 3001 —
cd server && npm run dev(tsx watch mode) - Client port: 5173 —
cd client && npm run dev(Vite, proxies/apito server) - Build server:
cd server && npm run build(outputs toserver/dist/) - Build client:
cd client && npm run build(outputs toclient/dist/) - Type check:
npx tsc --noEmitfrom eitherserver/orclient/ - Data dir:
~/.porrima/(chats, projects, settings, memories, artifacts) - Models dir:
~/.local/share/llama-models/(symlinked GGUFs for llama.cpp router) - systemd services:
porrima.service— main server. USER scope (~/.config/systemd/user/porrima.service, drop-in override): manage withsystemctl --user; system-scopesystemctlreports "could not be found"llama-server.service— llama.cpp router (port 32100, GPU inference)extraction-model.service— memory extraction server (port 32101, CPU-only)reranker.service— Qwen3-Reranker-0.6B (port 32102, CPU-only, memory retrieval)embedding-model.service— embedding server (port 32103, CPU-only)title-generation.service— title/recap server (port 32104, CPU-only)sync-llama-models.timer— auto-syncs HuggingFace GGUF downloads every 5 min
Architecture
See docs/architecture.md for full details.
Two chat types: agent (memory-augmented) and system (synthesis, wake cycles, and automations). The chat route (server/src/routes/chat.ts) owns memory augmentation, SSE/persistence, compaction, and extraction around the shared agent loop in agent-loop-runner.ts. Chat storage is SQLite with FTS5 full-text search. LLM system uses OpenAI-compatible (llama.cpp) backend for all inference. See llama.cpp API Surface for the exact endpoints and fields Porrima depends on.
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.
- 7d ago Changed · +16 lines · +549 tokens per session 6e449d1e9364
- 17d ago Changed · +3 lines · +133 tokens per session b1791b39c703
- 19d ago Changed · +5 lines · +148 tokens per session a165506c19a6
- 26d ago Changed · -19 lines · -417 tokens per session cff278523b54
- 28d ago Changed · +128 lines · +2,723 tokens per session 282713ec16d6
- 29d ago Changed · +37 tokens per session db05a6ac60d5
- 1mo ago Changed · +1 lines · +28 tokens per session 0c58c9ea6587
- 2mo ago First seen · 180 lines · 3,082 tokens per session scan A 4953f91026a0
Porrima AGENTS.md is an instructions file published in the GitHub repository asa-degroff/Porrima (22 stars, last pushed 3d ago), licensed Apache-2.0. It adds 6,283 tokens to every session, about $0.0251 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.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.