autoresearch

autoresearch is a skill for Codex from Tenon-Net/TenonAdmin. It costs 17 tokens per session (693 once invoked), scanned A, a copy of autoresearch, Apache-2.0.

Autoresearch is the skill-first replacement for the deprecated omx autoresearch command. It keeps the useful measured-research loop, but it now runs as a native-hook stateful workflow instead of a direct CLI or tmux launch surface.

Skill for Codex

Written for Codex: installed under .codex/. Also seen: $skill-name invocation.

Install with agentmods
npx agentmods add skills/tenon-net/tenonadmin/autoresearch
Install

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.

Any agent
npx skills add Tenon-Net/TenonAdmin --skill autoresearch
Clone the repo
git clone --depth 1 https://github.com/Tenon-Net/TenonAdmin

Made for: Codex.

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.

agentmods badge for autoresearch

README.md
[![agentmods](https://agentmods.dev/badge/skills/tenon-net/tenonadmin/autoresearch/github.svg)](https://agentmods.dev/skills/tenon-net/tenonadmin/autoresearch)
Your own site
<a href="https://agentmods.dev/skills/tenon-net/tenonadmin/autoresearch"><img src="https://agentmods.dev/badge/skills/tenon-net/tenonadmin/autoresearch/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.

agentmods 80×15 button for autoresearch

Your own site · 80×15
<a href="https://agentmods.dev/skills/tenon-net/tenonadmin/autoresearch"><img src="https://agentmods.dev/badge/skills/tenon-net/tenonadmin/autoresearch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 17 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 693 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 98% copy Near-identical to another mod 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00017 $0.00693
Opus 5.5 $0.00007 $0.00277
Sonnet 5.5 $0.00003 $0.00139
Haiku 4.5 $0.00002 $0.00069

Measured today against content hash ad0cde58ed71, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

autoresearch 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.

Origin

This is a copy

98% identical to autoresearch — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.codex/skills/autoresearch/SKILL.md · 73 lines

How it starts

The opening of the file, as written. The whole thing — 73 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Autoresearch

Autoresearch is the skill-first replacement for the deprecated omx autoresearch command. It keeps the useful measured-research loop, but it now runs as a native-hook stateful workflow instead of a direct CLI or tmux launch surface.

Boundary with planning research

Use $autoresearch when the research output itself is a bounded deliverable that must pass an explicit validator. Do not recommend it for ordinary pre-planning docs lookup or general best-practice checks; use $best-practice-research for that. If $autoresearch is intentionally run before architecture planning, its approved artifact should feed evidence into $ralplan; it should not become a final architecture/component unless the user explicitly asks for ongoing research automation.

Use when

  • You want a Ralph-ish persistent research loop
  • The task should keep nudging until explicit validation evidence exists
  • You want init-time choice between script validation and prompt+architect validation

Do not use when

  • You want the old omx autoresearch command surface (hard-deprecated)
  • You want detached tmux or split-pane launch parity
  • You have not decided the validation regime yet

Core contract

  1. Init chooses validation mode. Pick exactly one:
    • mission-validator-script
    • prompt-architect-artifact
  2. Persist mode state in .omx/state/.../autoresearch-state.json including:
    • validation_mode
    • completion_artifact_path
    • mission_validator_command or validator_prompt
    • optional output_artifact_path
  3. Completion is artifact-gated. The loop does not stop because the model says “done”, because a stop hook fired once, or because several turns were no-ops.
  4. Direct CLI launch is gone. Use $deep-interview --autoresearch for intake and $autoresearch for execution.

Completion artifact contract

mission-validator-script

The completion artifact must exist and record a passing validator result, for example:

{
  "status": "passed",
  "passed": true,
  "summary": "metric improved beyond baseline"
}

Read the full file on GitHub · 73 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.

  1. today First seen · 73 lines · 17 tokens per session scan A ad0cde58ed71

Subscribe to this mod's changes

autoresearch is a skill published in the GitHub repository Tenon-Net/TenonAdmin (41 stars, last pushed 14d ago), licensed Apache-2.0. It adds 17 tokens to every session and 693 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 98% identical to autoresearch, differing in 2 lines, and is treated as a copy.

Related

autoresearch compared with skills from other repositories

autoresearch next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
autoresearchTenon-Net/TenonAdminSkill4114d agoApache-2.0A17Codex
om-build-workflowopen-mercato/open-mercatoSkill1.9kyesterdayMITA63Claude Code, Codex
community-research-insightclawdotnet/openclaw.netSkill532yesterdayMITA41Claude Code, Codex
csharp-dotnetericrisco/rsc-harnessSkill5032d agoMITA89Claude Code, Codex
antdant-design/ant-design-cliSkill2612d agoMITA69Claude Code
releasing-godot-prompterjame581/GodotPrompterSkill9295d agoMITA44Claude Code
email-triageclawdotnet/openclaw.netSkill532yesterdayMITA33Claude Code, Codex