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Agent skill

Autoresearch Goal

by yangyuan-zhen in yangyuan-zhen/PolyWeather

[OMX] Durable professor-critic research workflow over Codex goal mode without reviving deprecated omx autoresearch

AGPL-3.0Auto-check passedAgent Workflows

Install Autoresearch Goal

skills CLI
$ npx skills add yangyuan-zhen/PolyWeather --skill autoresearch-goal -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install yangyuan-zhen/PolyWeather autoresearch-goal --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/yangyuan-zhen/PolyWeather.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/autoresearch-goal .claude/skills/autoresearch-goal && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
autoresearch-goal
GitHub stars
316
Token cost
~719 tokens
SKILL.md length
333 words
Files
1
Skills in repo
26
Repo updated
First seen
Licence
AGPL-3.0

At a glance

[OMX] Durable professor-critic research workflow over Codex goal mode without reviving deprecated omx autoresearch

  • Works in 7 steps: Create the mission and professor-critic… → Emit the model-facing handoff → In the active Codex thread, call… → …
  • Tasks that involve Autonomous loops
  • SKILL.md covers Boundary, Artifacts, Flow and Completion gate
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Autoresearch Goal is an agent skill from yangyuan-zhen/PolyWeather. [OMX] Durable professor-critic research workflow over Codex goal mode without reviving deprecated omx autoresearch

Its SKILL.md is about 720 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows, covering Autonomous loops. The repository describes itself as: polymarket Intelligent Weather Quant Analysis Bot. The licence is AGPL-3.0.

When your agent uses it

  • Tasks that involve Autonomous loops

Example prompts

  • “/autoresearch-goal”

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Create the mission and professor-critic rubric
  2. Emit the model-facing handoff
  3. In the active Codex thread, call get_goal; call create_goal only if no active goal exists and the printed payload is the intended objective.
  4. Research iteratively against the rubric. Record every critic outcome
  5. Completion is blocked until professor-critic validation records verdict=pass. After the mission audit passes, call update_goal({status…
  6. Treat the completion command as read-only reconciliation plus durable OMX state update; hooks and shell commands must not mutate Codex…
  7. After the completion command succeeds, run /goal clear in the Codex UI before starting another goal in this same thread/session. OMX…

What it can do on your machine

Read from SKILL.md and the folder at commit 43e658b. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Autoresearch Goal loads about 719 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 333 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~33
When it runs · the whole SKILL.md, loaded when a task matches
~719

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from yangyuan-zhen/PolyWeather at commit 43e658b, republished under its AGPL-3.0 licence (© yangyuan-zhen). 333 words, ~719 tokens.

Download SKILL.mdSave it as .claude/skills/autoresearch-goal/SKILL.md (or your agent's skills folder).
name
autoresearch-goal
description
[OMX] Durable professor-critic research workflow over Codex goal mode without reviving deprecated omx autoresearch

Autoresearch Goal

Use this workflow when a research mission should be bound to Codex goal-mode focus while OMX remains the durable state owner. This is for research projects that need Codex goal-mode management plus professor/critic-style validation; it is not the default answer for ordinary pre-planning best-practice lookup.

Boundary

  • Do not use or revive the deprecated omx autoresearch direct launch surface.
  • Do not claim shell commands mutate hidden Codex /goal state.
  • Do not edit upstream ../../codex or add dependencies.
  • Use get_goal, create_goal, and update_goal({status: "complete"}) only through the active Codex thread when those tools are available.

Artifacts

omx autoresearch-goal writes:

  • .omx/goals/autoresearch/<slug>/mission.json
  • .omx/goals/autoresearch/<slug>/rubric.md
  • .omx/goals/autoresearch/<slug>/ledger.jsonl
  • .omx/goals/autoresearch/<slug>/completion.json

Flow

  1. Create the mission and professor-critic rubric: omx autoresearch-goal create --topic "..." --rubric "..." --critic-command "..."
  2. Emit the model-facing handoff: omx autoresearch-goal handoff --slug <slug>
  3. In the active Codex thread, call get_goal; call create_goal only if no active goal exists and the printed payload is the intended objective.
  4. Research iteratively against the rubric. Record every critic outcome: omx autoresearch-goal verdict --slug <slug> --verdict <pass|fail|blocked> --evidence "..."
  5. Completion is blocked until professor-critic validation records verdict=pass. After the mission audit passes, call update_goal({status: "complete"}), call get_goal again, then run: omx autoresearch-goal complete --slug <slug> --codex-goal-json <get_goal-json-or-path>
  6. Treat the completion command as read-only reconciliation plus durable OMX state update; hooks and shell commands must not mutate Codex goal state.
  7. After the completion command succeeds, run /goal clear in the Codex UI before starting another goal in this same thread/session. OMX prints this terminal cleanup step but does not invoke hidden clear routes.

Completion gate

A passing professor-critic artifact and a matching complete Codex get_goal snapshot are required. Assistant prose, partial tests, or a failed/blocked verdict are not sufficient.

Lifecycle: create_goal starts the Codex thread goal, update_goal({status: "complete"}) marks terminal success after the professor-critic and audit pass, and /goal clear removes the completed thread goal when another same-thread goal is needed. OMX shell commands and hooks reconcile snapshots and print the cleanup instruction; they must not mutate hidden Codex goal state.

© yangyuan-zhen, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .codex/skills/autoresearch-goal of yangyuan-zhen/PolyWeather.

Open the folder on GitHubat commit 43e658b

Compare with similar skills

Autoresearch Goal next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Autoresearch Goal compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Autoresearch Goal this skillyangyuan-zhen/PolyWeather316—~719Automated safety check: PassAGPL-3.0
Proposal AgentOpenRSI-Foundation/OpenRSI-Index207—~5.1kAutomated safety check: PassApache-2.0
Tournament Autoresearchgaasher/Agent-Loop-Skills174—~3kAutomated safety check: PassMIT
Show Me Your Work Decision Logcursor/plugins11k8 repos~1.6kAutomated safety check: PassNone
Autoresearch Iteration Loopuditgoenka/autoresearch6.5k1 repos~2kAutomated safety check: PassMIT
Install Loop Engineeringcobusgreyling/loop-engineering11k1 repos~648Automated safety check: PassMIT

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Categories

Questions about Autoresearch Goal

What does Autoresearch Goal do?

[OMX] Durable professor-critic research workflow over Codex goal mode without reviving deprecated omx autoresearch. Autoresearch Goal is an agent skill from yangyuan-zhen/PolyWeather.

When should I use Autoresearch Goal?

Autoresearch Goal fits situations like: tasks that involve Autonomous loops.

How do I install Autoresearch Goal in Claude Code?

Run `npx skills add yangyuan-zhen/PolyWeather --skill autoresearch-goal -a claude-code`. Or copy the skill folder (.codex/skills/autoresearch-goal in yangyuan-zhen/PolyWeather) into .claude/skills/autoresearch-goal in your project. Claude Code loads it when a task matches its description.

How do I install Autoresearch Goal in Codex?

Run `npx skills add yangyuan-zhen/PolyWeather --skill autoresearch-goal -a codex`. Or copy the skill folder (.codex/skills/autoresearch-goal in yangyuan-zhen/PolyWeather) into .agents/skills/autoresearch-goal in your project. Codex loads it when a task matches its description.

Can I use Autoresearch Goal in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add yangyuan-zhen/PolyWeather --skill autoresearch-goal -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/autoresearch-goal, .gemini/skills/autoresearch-goal, .github/skills/autoresearch-goal and .opencode/skills/autoresearch-goal in your project.

What does Autoresearch Goal need to run?

SKILL.md names no scripts, command-line tools or credentials: Autoresearch Goal is instructions for the agent only.

Does Autoresearch Goal access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Autoresearch Goal safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Autoresearch Goal use?

Autoresearch Goal is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Autoresearch Goal use?

About 719 tokens (SKILL.md is roughly 2.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Autoresearch Goal?

Skills that share tags, products or a category with Autoresearch Goal: Proposal Agent (OpenRSI-Foundation/OpenRSI-Index, 207 stars), Tournament Autoresearch (gaasher/Agent-Loop-Skills, 174 stars), Show Me Your Work Decision Log (cursor/plugins, 11k stars) and Autoresearch Iteration Loop (uditgoenka/autoresearch, 6.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Autoresearch Goal?

yangyuan-zhen (a GitHub user) maintains it in yangyuan-zhen/PolyWeather, which has 316 GitHub stars. The repository holds 26 skills in this directory. The repository was last updated on September 20, 2026.

Source: yangyuan-zhen/PolyWeather on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.