deepresearch-readme

deepresearch-readme is a skill for Claude Code, Codex from j5ik2o/okite-ai. It costs 140 tokens per session (838 once invoked), scanned A, original, MIT.

A skill for creating, improving, or reviewing GitHub README files. It organizes information around what a project does, why it matters, how to start, where to get help, and how to maintain it.

In plain words
What is it for?
Writing README files, shortening or restructuring them, adding a practical quickstart, checking links and setup steps, and deciding when details belong in separate documentation.
Why use it?
It helps turn scattered project information into a README where new users can quickly understand and run the project.

Skill for Claude CodeCodex

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

Good fit Writing README files, shortening or restructuring them, adding a practical quickstart, checking links and setup steps, and deciding when details belong in separate documentation.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/j5ik2o/okite-ai/deepresearch-readme
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 j5ik2o/okite-ai --skill deepresearch-readme
Clone the repo
git clone --depth 1 https://github.com/j5ik2o/okite-ai

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 deepresearch-readme

README.md
[![agentmods](https://agentmods.dev/badge/skills/j5ik2o/okite-ai/deepresearch-readme/github.svg)](https://agentmods.dev/skills/j5ik2o/okite-ai/deepresearch-readme)
Your own site
<a href="https://agentmods.dev/skills/j5ik2o/okite-ai/deepresearch-readme"><img src="https://agentmods.dev/badge/skills/j5ik2o/okite-ai/deepresearch-readme/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 deepresearch-readme

Your own site · 80×15
<a href="https://agentmods.dev/skills/j5ik2o/okite-ai/deepresearch-readme"><img src="https://agentmods.dev/badge/skills/j5ik2o/okite-ai/deepresearch-readme.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 140 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 838 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 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 $0.00140 $0.00838
Opus 5 $0.00070 $0.00419
Sonnet 5 $0.00028 $0.00168
Haiku 4.5 $0.00014 $0.00084

Measured 9d ago against content hash 621f70485f5f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

deepresearch-readme 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 9d 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.

skills/deepresearch-readme/SKILL.md · 76 lines

What it actually says

Deepresearch Readme

GitHub OSS向けREADMEを、短時間で「何ができるか」と「どう始めるか」が伝わる状態に整える。

進め方

  1. 前提を確定する。
  • プロジェクト種別を特定する: ライブラリ / CLI / Webアプリ / GitHub Action
  • 対象読者を特定する: 利用者 / 評価者 / コントリビューター
  • READMEの目的を確定する: 新規作成 / 改善 / レビュー
  1. ファーストビューを構成する。
  • H1にプロジェクト名を書く
  • 1〜2文で価値を書く(技術スタック説明より先に価値を出す)
  • Quickstartへの最短導線を置く
  • 必要な主要リンクだけを置く(Docs、Issues、Releases)
  1. Quickstartを最短化する。
  • RequirementsInstallRun の順で3〜6行程度に収める
  • 実際に実行できるコマンドだけを残す
  • OS差分が長くなる場合は docs/installation.md へ分離する
  1. 構成を仕上げる。
  • セクションは以下を基本とする:
  • Highlights
  • Quickstart
  • Usage
  • Documentation
  • Getting help
  • Contributing
  • License
  • 詳細説明は docs/ に切り出し、READMEには相対リンクだけ残す
  1. 最終検証を行う。
  • 5分以内に「導入→最小実行」までたどれるか確認する
  • リンク切れ、前提バージョン、手順の古さを確認する
  • references/readme-review-checklist.md で網羅確認する

出力テンプレート

README本文を作るときは references/readme-template.md のテンプレートを優先して使う。

レビュー方針

既存READMEをレビューするときは以下を優先する。

  1. Critical
  • Quickstartが実行不能
  • 必須情報(What/How to start/Help)が欠落
  • READMEが巨大化し、開始手順が埋もれている
  1. Warning
  • セクション順が読み手の意思決定順とずれている
  • docsへの導線が弱い
  • バッジやリンクが多すぎて価値が伝わりにくい
  1. Info
  • 表現の簡潔化
  • 例の追加(CLI実行例、最小コード例)
  • FAQやトラブルシューティングへの導線追加

参照ファイル

Files

What ships with it

2 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. 9d ago First seen · 76 lines · 140 tokens per session scan A 621f70485f5f

Subscribe to this mod's changes

deepresearch-readme is a skill published in the GitHub repository j5ik2o/okite-ai (81 stars, last pushed 4mo ago), licensed MIT. It adds 140 tokens to every session and 838 once invoked, about $0.0007 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 2026-09-01.

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