What is imladris AGENTS.md?

A repository guide for Imladris, a Python service that asks several AI models to discuss a question and combines their answers. It records the project’s layout, commands, coding rules, and testing practices.

Use it when working on the Imladris codebase, especially when modifying its model panel, session storage, analysis judge, or MCP tools.

It gives coding agents the project-specific rules they need before changing code. This reduces guesswork about how the project is organized, built, and tested.

How FeanorsCodeSL/imladris configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to FeanorsCodeSL/imladris. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/FeanorsCodeSL/imladris/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/FeanorsCodeSL/imladris

Made for: Codex, OpenCode.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/feanorscodesl/imladris/agents-md/github.svg)](https://agentmods.dev/instructions/feanorscodesl/imladris/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/feanorscodesl/imladris/agents-md"><img src="https://agentmods.dev/badge/instructions/feanorscodesl/imladris/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/feanorscodesl/imladris/agents-md"><img src="https://agentmods.dev/badge/instructions/feanorscodesl/imladris/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 1,194 This file is loaded in full into every session.

When invoked 1,194 The same file — it is already loaded in full.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.01194	$0.01194
Opus 5.5	$0.00478	$0.00478
Sonnet 5.5	$0.00239	$0.00239
Haiku 4.5	$0.00119	$0.00119

Measured 2mo ago against content hash 80a3bd5e45b0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

imladris 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 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.

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.

AGENTS.md · 80 lines

How it starts

The opening of the file, as written. The whole thing — 80 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Repository Guidelines

Imladris is a Python + FastMCP project: a cross-harness multi-model deliberation (Fusion) MCP server, run as an MCP stdio subprocess. The deliberation engine fans a prompt out to a configurable panel of OpenAI-compatible LLM providers (1–8), runs one API-side analysis judge, and lets the harness's own native model author the final answer from the judge's analysis plus all raw panel answers. (The curator and anonymization passes were removed.) The design and current contracts live in docs/architecture/. No FastAPI/REST, no HTTP server, no Docker — those were removed.

Project Structure & Module Organization

orchestrator/ — the service package: mcp_server.py (FastMCP imladris + imladris_status + imladris_clear_sessions tools, the /council and /council-session prompts, main()), panel.py (fan-out + degradation + session orchestration), judge.py (the analysis judge), sessions.py (local session store
- per-member messages[] + window-aware compaction), model_catalog.py (models.dev fetch/cache/seed + context-window resolver), budget.py (advisory context-budget estimator), providers/ (the single OpenAI-compatible kind + factory), settings.py (JSON/YAML + env config; roles panel/judge), models.py, interfaces.py, costing.py, json_utils.py, fakes.py, data/ (bundled model-catalog seed), cli/ (the imladris configurator TUI), tests/.
config/ — imladris.example.yaml (illustrative provider list, presets, pricing).
scripts/ — install.sh, install.ps1, and stdio smoke helpers (Bash + PowerShell).
docs/architecture/ — live architecture, pipeline, configuration, security, deployment, and dependency references.

The project slug is imladris: the MCP tool id and server id (FastMCP("imladris")), the console scripts (imladris, imladris-mcp), and the local skill name. The user-facing prompts are /council (one-shot) and /council-session (stateful). Keep imladris stable.

Read the full file on GitHub · 80 lines

Changes

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 · 80 lines · 1,194 tokens per session scan A 80a3bd5e45b0

Subscribe to this mod's changes

imladris AGENTS.md is an instructions file published in the GitHub repository FeanorsCodeSL/imladris (4 stars, last pushed 4mo ago), licensed MIT. It adds 1,194 tokens to every session, about $0.0048 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.

imladris AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
imladris AGENTS.mdFeanorsCodeSL/imladris	Instructions file	4	4mo ago	MIT	A	1,194	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
langchain AGENTS.mdlangchain-ai/langchain	Instructions file	149k	today	MIT	A	4,680	Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	5,516	GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	3,093	GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness	Instructions file	275k	2d ago	MIT	A	4,313	Codex, OpenCode

imladris: Instructions file for Codex