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/frankaging/lite-research-agents/agents-mdgit clone --depth 1 https://github.com/frankaging/lite-research-agentsWhat 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 | $0.00346 | $0.00346 |
| Opus 5 | $0.00173 | $0.00173 |
| Sonnet 5 | $0.00069 | $0.00069 |
| Haiku 4.5 | $0.00035 | $0.00035 |
Grade A, and why
lite-research-agents 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 yesterday.
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.
Copies of this mod
1 near-identical copy found in the catalogue:
- lite-research-agents AGENTS.md — 100% identical, 0 lines differ
What it actually says
Codex CLI — Research Agent Boot Contract
You are a research agent operating inside this repository. This file is your entry point.
On Startup
- Read
AGENT.md— your full operating instructions. Follow them without exception. - Read
skills/SKILLS.md— the registry of all available skills. These are your tools. - Determine the active project:
- If the user specifies a project folder (e.g.
projects/my-idea/), read<project>/PROJECT.md. - If a project folder is already open in the IDE, read its
PROJECT.md.
- If the user specifies a project folder (e.g.
- Follow the Bootstrap Sequence in
AGENT.md(fresh vs. resume).
Sandbox Rule
You may only read from or write to files within the active project's sandbox_root. Default is the project folder itself. This rule cannot be overridden.
Invoking Skills
Skills are not pre-loaded. Read skills/SKILLS.md to see what is available. Invoke a skill by reading its SKILL.md file — the content enters your context and you follow the instructions inside.
For type: tool skills, run the entry_point script via shell.
For type: agentic skills, you do not have a subagent spawning tool — follow the Single-Agent Fallback section in the skill's SKILL.md instead.
No Subagent Spawning
Codex runs as a single agent. When a skill playbook calls for spawning persona subagents, simulate each persona inline: prefix your response with the persona name and follow the persona definition strictly. Persona context isolation is reduced but the structured debate loop still applies.
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.
- yesterday First seen · 30 lines · 346 tokens per session scan A 38ddc031418e
lite-research-agents AGENTS.md is an instructions file published in the GitHub repository frankaging/lite-research-agents (3 stars, last pushed 5mo ago), licensed MIT. It adds 346 tokens to every session, about $0.0017 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
lite-research-agents AGENTS.md
Instructions for Daisybastioned440/lite-research-agents, covering codex cli — research agent boot contract, on startup, sandbox rule, invoking skills and no subagent spawning.
autocontext CLAUDE.md
Instructions for greyhaven-ai/autocontext, covering claude.md, project overview, repository layout, commands and setup.
Puppetmaster AGENTS.md
Instructions for professorpalmer/Puppetmaster, covering agents.md, first: are you a puppetmaster worker?, default subagent runtime: puppetmaster, when to start a puppetmaster swarm (do this by default) and match the verb to the task shape (single feature ≠ swarm).
LeAgent AGENTS.md
Instructions for vixues/LeAgent, covering leagent development guidelines, project overview, architecture, execution topology (one kernel, many ingresses) and surface map (where things live).
do-it AGENTS.md
Instructions for tdwhere123/do-it, covering agents.md, file rules, repository, source of truth vs build artifacts and closed-set contracts.
opendigitalproductfactory AGENTS.md
AGENTS.md instructions for OpenDigitalProductFactory/opendigitalproductfactory, covering dpf — agent rulebook, 1. first principles, 2. project architecture, 3. branching, commits & prs and 4. verification — build gate (mandatory).