opportunity-factory SKILL.md skillA
opportunity-factory from aktsmm/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aktsmm/agent-skills/opportunity-factory@git:20261026.133d3e3Pins git:20261026.133d3e3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aktsmm/agent-skills
- Path
opportunity-factory/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261026.133d3e3, committed Oct 26, 2026
- First version recorded
- Jul 12, 2026
- Size
- 15,515 bytes
- Repository stars
- 26
- License
- a license file GitHub does not identify
Run a reusable opportunity-to-artifact workflow: discover unmet needs, set up workspace factories, schedule recurring commander/worker/reporter prompts, batch-refine many items, optionally use SQLite state, build small artifacts, review quality, and track outcomes. Use when the user wants to repeatedly create apps, games, products, content, or experiments from market/user needs.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Opportunity Factory ニーズ発見から小さな成果物、レビュー、計測、学習までを回す汎用ワークフロー。 ## When to Use - 「ニーズを探して、レビューして、作る」を継続的に回したい - スマホアプリ、Steam ゲーム、SaaS、教材、社内改善などを量産したい - アイデアをラバーダックで壁打ちし、実行可能な queue に分解したい - 単発回答ではなく、反復可能な workspace factory を設計・運用したい - テーマだけを与えて、workspace、状態管理、定期ワークフロー、レビューゲートを自律設計させたい - 2〜3 個の定期プロンプトで状態を見ながら継続改善したい - `/Refine-Product-100 all` のように多数の対象を複数passで改善したい ## When Not to Use - 1 回だけの実装、調査、レビューなら通常対応でよい - 常時守るコーディング規約なら instruction にする - 特定 persona や tool 制限が主目的なら custom agent にする - deterministic な同期、変換、検証だけなら script / hook にする ## Core Idea 抽象ループは次の通り。 ```text discover -> research -> evaluate -> design -> build -> review -> launch/track -> learn ``` 各ループは「次に作るもの」ではなく「どの痛み・需要を検証するか」から始める。 ## Workflow 1. **Frame the factory** 対象ドメイン、成果物タイプ、成功指標、禁止事項を 5 行以内で定義する。 2. **Rubber-duck the intent** 前提、誰の痛みか、既存代替、最小検証、失敗条件を質問で露出させる。 3. **Design the workspace loop** ユーザーがテーマだけを与えた場合は、状態ファイル、dashboard、Top-N/portfolio、候補深掘り、GO 後の product maturation、週次 workflow review、health reconciler まで含む自走ループを設計する。 4. **Create the queue** 作業を `discover|research|evaluate|design|build|review|track|learn` に分ける。 5. **Produce artifacts** …
Read the whole file at its exact version.
How to install
mdr add aktsmm/agent-skills/opportunity-factory@sha256:055a04c0851336cfThe line at the top of this page pins the label git:20261026.133d3e3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_2vqsyovmy7vvz55x)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Jul 12, 2026 and Oct 26, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261026.133d3e3 latest | 2026-10-26 | 133d3e3 | 15,515 B | A | view · diff |
| git:20261004.e1c4ed1 | 2026-10-04 | e1c4ed1 | 15,484 B | A | view · diff |
| git:20260905.e63d714 | 2026-09-05 | e63d714 | 14,163 B | A | view · diff |
| git:20260809.21ece62 | 2026-08-09 | 21ece62 | 13,909 B | A | view · diff |
| git:20260806.774fdea | 2026-08-06 | 774fdea | 13,621 B | A | view · diff |
| git:20260719.3b00750 | 2026-07-19 | 3b00750 | 12,693 B | A | view · diff |
| git:20260712.9c3e287 | 2026-07-12 | 9c3e287 | 12,374 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15515 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
aktsmm/agent-skills · 26 stars · license a license file GitHub does not identify · pushed 2026-11-04 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_2vqsyovmy7vvz55x GET https://markdownregistry.com/api/v1/resolve?ref=aktsmm/agent-skills/opportunity-factory GET https://markdownregistry.com/api/v1/blob/055a04c0851336cfa73c30d0ff506a76e6ade36448feb0180500a8ce197dac4f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.