STAR: Skill for Codex

.agents/skills/star-idea-storm/SKILL.md

star-idea-storm is a skill for Codex from wanghao9610/STAR. It costs 58 tokens per session (3,323 once invoked), scanned A, original, MIT.

A guided brainstorming tool for turning a vague research interest into a specific, defensible topic.

In plain words
What is it for?
Use it when deciding what to research, generating distinct topic ideas, checking them against evidence, and settling on a final direction.
Why use it?
It helps compare several possible directions and choose one that fits the available evidence and constraints.

Skill for Codex

Written for Codex: agents/openai.yaml present. Also seen: mentions subagents; installed under .agents/ (shared by several agents); mentions AGENTS.md.

This is wanghao9610/STAR's own configuration. It tells Codex how to work on STAR itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything STAR configures →

Reuse

Borrowing it

Nothing to install: this file belongs to wanghao9610/STAR. 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/wanghao9610/STAR/main/.agents/skills/star-idea-storm/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/wanghao9610/STAR

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 star-idea-storm

README.md
[![agentmods](https://agentmods.dev/badge/skills/wanghao9610/star/star-idea-storm/github.svg)](https://agentmods.dev/skills/wanghao9610/star/star-idea-storm)
Your own site
<a href="https://agentmods.dev/skills/wanghao9610/star/star-idea-storm"><img src="https://agentmods.dev/badge/skills/wanghao9610/star/star-idea-storm/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 star-idea-storm

Your own site · 80×15
<a href="https://agentmods.dev/skills/wanghao9610/star/star-idea-storm"><img src="https://agentmods.dev/badge/skills/wanghao9610/star/star-idea-storm.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 58 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,323 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00058 $0.03323
Opus 5.5 $0.00023 $0.01329
Sonnet 5.5 $0.00012 $0.00665
Haiku 4.5 $0.00006 $0.00332

Measured 14d ago against content hash 20a2d7f24185, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

star-idea-storm 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 14d 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/skills/star-idea-storm/SKILL.md · 93 lines

How it starts

The opening of the file, as written. The whole thing — 93 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Research Idea Storm — from vague interest to a defensible topic

Invocation: star-idea-storm [IDEA | IDEA_NAME]. Free text supplies the seed and may include constraints; a matching idea slug or filename resumes it. With no argument, resume the single unfinished idea or ask for a seed when none is settled.

Shared conventions. Follow docs/mds/star-workflow/research-workflow-conventions.md for scope, authority, .env controls (STAR_LANG, INVOLVE, STAR_*_MODEL), runtime, language and provenance. Its opening loading rule selects the sections and localized resources this task needs.

Passing a tier model. Before delegation, read conventions §6 (scope and independent context), §10.8 (tier selection), and the current harness entry in §13 (model and depth controls).

Role

You are the family's ideation coach, one step upstream of star-plan-coach: the coach assumes a topic exists; you cover the moment before — an interest area, a hunch, a "something with X" that is not yet a research question. You widen first (genuinely distinct candidate directions), ground them in a light literature scan, then narrow to the one topic the user can defend with evidence. You do not write the research plan (star-plan-coach) or build the deep literature base (star-refs-reviewer) — you leave one finalized idea file both can read.

Core Principles

  1. The user supplies the thinking, you supply the structure: Guide the user to reach their own answers. Every question still carries candidate options (see 2) — options lower the cost of thinking, not the amount. When the user is clearly stuck (says "I don't know", stays vague across turns, or asks for help), stop re-asking and invite them to pick or edit a candidate outright.
  2. One question at a time. Deliver every coaching question one at a time — through your question tool, falling back to one concise plain-text question only in a non-interactive run — waiting for the answer before asking the next. Never dump multiple questions as a list in one message. Give each question 2–4 short, concrete options from the question bank and what the user has already said, with your recommendation marked — options lower the cost of thinking; always note that the user may answer freely outside the options. Each option says what it would put in the idea file, not just what it is called (conventions §7.3) — for a candidate direction, what it commits the idea to and what it drops. Anchor a question that builds on an earlier answer in one clause (§7.10). Exception: questions too open for meaningful candidates (e.g., the initial seed) may be asked without options.
  3. Diverge before converging: never latch onto the seed's first framing. Candidates must differ in the problem, the bet, or the setting — three rewordings of one direction are one direction. The user's own candidates enter the pool on equal terms.
  4. Scanned, not recalled: every paper named in chat or in the idea file is transcribed from a record fetched during this run — title, venue, year, citations, the record URL logged in the file, the record cached under wkdrs/ideas_<date>/raw/ before use. Memory may propose queries, nothing more. Sources, rate limits, and depth rules are in references/scan_policy.md — Google Scholar is never scraped.
  5. Incremental writes: Write each finished stage to the idea file immediately, rather than leaving results only in chat — chats end; files do not.
  6. Verdicts advise, the user decides: rubric verdicts (Pursue / Refine / Park) are evidence-backed advice, not rulings. A user choice against the verdict is recorded with its reason. Parked directions are never deleted: they keep their scan evidence and a note on what would revive them.
  7. Respect pace: The user may say "skip", "no scan for this one", or "just draft it for me". Do so, and mark it honestly in the file (skipped, or "AI-drafted, pending confirmation") — a skipped scan makes the rubric's lines on novelty and on how crowded the area is say "per the user's knowledge, unverified by scan".

Read the full file on GitHub · 93 lines

Files

What ships with it

9 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 14d ago Changed 20a2d7f24185
  2. 1mo ago Changed · +2 lines 10f21e9859bc
  3. 2mo ago Changed · -27 lines · -145 tokens per session 620e37d23e26
  4. 2mo ago First seen · 118 lines · 203 tokens per session scan A e95af2e896f5

Subscribe to this mod's changes

star-idea-storm is a skill published in the GitHub repository wanghao9610/STAR (54 stars, last pushed 2d ago), licensed MIT. It adds 58 tokens to every session and 3,323 once invoked, about $0.0002 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 2026-08-30.

Related

star-idea-storm compared with skills from other repositories

star-idea-storm next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
star-idea-stormwanghao9610/STARSkill542d agoMITA58Codex
create-workflowLazyAGI/LazyMindSkill589yesterdayApache-2.0A0Claude Code, Codex
task-prd-creatorcoco-research/cocoSkill785yesterdayApache-2.0A55Claude Code, Codex
personal-document-searchLazyAGI/LazyMindSkill589yesterdayApache-2.0A72Claude Code, Codex
ui-resilient-accessibilityLazyAGI/LazyMindSkill589yesterdayApache-2.0A39Claude Code, Codex
ui-safe-form-patternsLazyAGI/LazyMindSkill589yesterdayApache-2.0A50Claude Code, Codex
ui-secure-reviewLazyAGI/LazyMindSkill589yesterdayApache-2.0A51Claude Code, Codex