Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/coppereagle/agora/agents-mdgit clone --depth 1 https://github.com/CopperEagle/agoraWrote 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/coppereagle/agora/agents-md)<a href="https://agentmods.dev/instructions/coppereagle/agora/agents-md"><img src="https://agentmods.dev/badge/instructions/coppereagle/agora/agents-md.svg" alt="Measured on agentmods" 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 | $0.03091 | $0.03091 |
| Opus 5 | $0.01545 | $0.01545 |
| Sonnet 5 | $0.00618 | $0.00618 |
| Haiku 4.5 | $0.00309 | $0.00309 |
Grade A, and why
agora 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 3d 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 — 288 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md — The Agora
Overview
The Agora is a plugin-based MCP coordination server. A lightweight Python backbone loads plugins (Chat, Board, Log, Memory, Lock/Signal) that provide tools for multi-agent collaboration via SQLite-backed MCP endpoints.
All design documents live in the reference/ directory. Read these before writing any code:
reference/META.md— vision, why MCP, name originreference/ARCHITECTURE.md— plugin API, backbone responsibilities, startup sequence- The relevant
reference/NNN-*.mdtask file(s) for what you're implementing reference/CONVENTIONS.md— capability vocabulary, manifest standardsreference/AGENTS.md— this file (coding standards, testing, workflow)
Technology Decisions (Settled)
| Decision | Choice | Rationale |
|---|---|---|
| Language | Python 3.12+ | Simple plugin model (import + class), mature SQLite ecosystem (sqlite-vec, apsw), pytest for testing |
| MCP Framework | FastMCP | Clean tool definition, built-in schema validation, stdio + Streamable HTTP support |
| Database | SQLite with WAL mode (via apsw) | Zero infrastructure, concurrent reads+writes, sqlite-vec for vector search later |
| Testing | pytest + pytest-asyncio | Standard for Python async servers, rich fixture system |
| Linting | ruff | Fast, covers flake8 + isort + pyupgrade, single dependency |
| Type Checking | mypy (strict) | Catch type errors before runtime |
| Packaging | uv (or pip) | Simple single-package install, no build step |
| Virtual Environment | ./venv/ (in project root) |
Must use this exact path. All commands assume source venv/bin/activate. Never use system Python or a differently-named venv. |
Architecture Constraints
These must never be violated:
- Backbone never calls an LLM. That's plugin territory. The backbone owns transport, identity, routing, and plugin lifecycle. No exceptions.
- Every tool call is authenticated. The backbone rejects unregistered agents before routing to any plugin.
- Plugins own their tables. Plugin A cannot read Plugin B's database tables directly. Communication is via the event bus only.
- Tool names are prefixed.
chat_,board_,log_,mem_,lock_,signal_. No prefix collisions. - The event bus is in-process (not MCP). Plugins emit and subscribe to Python events. No serialization overhead.
- The database is single-file. One
agora.dbwith WAL mode. No separate log database. No external vector database in v1.
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.
- 3d ago First seen · 288 lines · 3,091 tokens per session scan A 71f2a94fd44a
agora AGENTS.md is an instructions file published in the GitHub repository CopperEagle/agora (1 stars, last pushed 1mo ago), licensed MIT. It adds 3,091 tokens to every session, about $0.0155 per session on Opus 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.
Other instructions, from other repositories
claude-code-tips CLAUDE.md
Claude Code instructions for ykdojo/claude-code-tips, covering project instructions and filing claude code github issues.
agentfactory CLAUDE.md
Claude Code instructions for stempeck/agentfactory, covering agentfactory, build commands, dependencies, project structure and cli commands.
agentfactory AGENTS.md
AGENTS.md instructions for stempeck/agentfactory, covering begin agentfactory agents and end agentfactory agents.
devloop AGENTS.md
AGENTS.md instructions for compforge/devloop, covering devloop, 项目定位与边界, 代码地图与核心模块, 关键约定 and 占位符(跨 plugin 通用).
code-conductor CLAUDE.md
Instructions for ryanmac/code-conductor, covering claude.md, project overview, documentation map, key development commands and running tests.
AmbyKit CLAUDE.md
Instructions for ambystechcom/AmbyKit, covering claude code — notes for the ambykit repo and claude-specific.