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research

research is a skill for Claude Code, Codex from kaeawc/auto-mobile. It costs 38 tokens per session (255 once invoked), scanned A, original, Apache-2.0.

A structured workflow for researching a topic on the web and producing a dated summary with source links. It separates the topic into research angles and records what each source supports.

In plain words
What is it for?
It helps search for primary sources, save source notes, validate URLs, identify what is known or uncertain, and write a source-indexed summary in a research directory.
Why use it?
It makes research easier to review and reduces unsupported claims, broken links, and confusion about which sources support each conclusion.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

not rated 55repo +1 today A scan SkillSpector: pass 38 tokens original Apache-2.0

Good fit It helps search for primary sources, save source notes, validate URLs, identify what is known or uncertain, and write a source-indexed summary in a research directory.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/kaeawc/auto-mobile/research
View source ↗ kaeawc/auto-mobile kaeawc.github.io
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 kaeawc/auto-mobile --skill research
Clone the repo
git clone --depth 1 https://github.com/kaeawc/auto-mobile

Made for: Claude Code, 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 research

README.md
[![agentmods](https://agentmods.dev/badge/skills/kaeawc/auto-mobile/research/github.svg)](https://agentmods.dev/skills/kaeawc/auto-mobile/research)
Your own site
<a href="https://agentmods.dev/skills/kaeawc/auto-mobile/research"><img src="https://agentmods.dev/badge/skills/kaeawc/auto-mobile/research/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 research

Your own site · 80×15
<a href="https://agentmods.dev/skills/kaeawc/auto-mobile/research"><img src="https://agentmods.dev/badge/skills/kaeawc/auto-mobile/research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 255 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. 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 $0.00038 $0.00255
Opus 5.5 $0.00015 $0.00102
Sonnet 5.5 $0.00008 $0.00051
Haiku 4.5 $0.00004 $0.00026

Measured 2mo ago against content hash dd6a2944868f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

research scanned grade A with 1 finding 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 2mo 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

6. Validate all cited URLs with `lychee` or `curl`.
skills/research/SKILL.md · 26 lines

What it actually says

Research

Conduct topic research with explicit citations, saved artifacts, and a final synthesis.

Workflow

  1. Create research/<topic-slug>/sources/.
  2. Ensure research/ is gitignored before saving downloaded source material.
  3. Break the topic into distinct research angles before collecting sources.
  4. For each angle, search broadly, read primary sources, follow references, and save notes as markdown files.
  5. Save each source with title, URL, access date, relevance, and extracted findings.
  6. Validate all cited URLs with lychee or curl.
  7. Write SUMMARY.md covering what is known, what remains unknown, and a source index.

Repo Rules

  • Do not fabricate URLs, citations, or quoted claims.
  • Date-stamp the research because it becomes stale quickly.
  • Keep downloaded material out of version control unless the user explicitly wants it committed.
  • When the task is implementation-adjacent, end with concrete next-step options such as plan, implement, or deeper research.
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. 2mo ago First seen · 26 lines · 38 tokens per session scan A dd6a2944868f

Subscribe to this mod's changes

research is a skill published in the GitHub repository kaeawc/auto-mobile (55 stars, last pushed today), licensed Apache-2.0. It adds 38 tokens to every session and 255 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Research
Related

research compared with skills from other repositories

research next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
researchkaeawc/auto-mobileSkill55todayApache-2.0A38Claude Code, Codex
imagegenopenai/codexSkill134ktodayApache-2.0A113Codex
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79ktodayMITA200Claude Code, Codex
playwright-climicrosoft/playwrightSkill100ktodayApache-2.0A19Claude Code
browser-automationopenclaw/openclawSkill394ktodayMITA36Claude Code
systematic-debuggingobra/superpowersSkill314k4d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143ktodayMITA95Claude Code