Agent skill

Mino Reproducible Development

by my-take-dev in my-take-dev/inspired-mino-design-skills

二つ以上の専門成果物、または要件から実装・review・検証へのend-to-end traceを統合するときに使うrouter。単一の設計成果物、公開意味に触れない小規模機械変更には使わない。

No licenceAuto-check passed

Install Mino Reproducible Development

skills CLI
$ npx skills add my-take-dev/inspired-mino-design-skills --skill mino-reproducible-development -a claude-code

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

GitHub CLI
$ gh skill install my-take-dev/inspired-mino-design-skills mino-reproducible-development --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/my-take-dev/inspired-mino-design-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/mino-reproducible-development .claude/skills/mino-reproducible-development && 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
mino-reproducible-development
GitHub stars
342
Token cost
~661 tokens
SKILL.md length
50 words
Files
4 (incl. references)
Skills in repo
7
Repo updated
First seen
Licence
None found

At a glance

二つ以上の専門成果物、または要件から実装・review・検証へのend-to-end traceを統合するときに使うrouter。単一の設計成果物、公開意味に触れない小規模機械変更には使わない。

  • Works in 8 steps: 主成果物が単一の専門設計なら対応Skillへ一度渡して終了する。二つ以上の成果物ま… → 要求・承認・revision・変更境界を揃え、要件と拒否条件を作るか既存を参照する… → 原則は問題定義→必要な品質/用語整理→model→契約→境界→実装/検証。全Ski… → …
  • SKILL.md covers Outcome Contract, Reference Routing, Workflow and Hard Gates, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Mino Reproducible Development is an agent skill from my-take-dev/inspired-mino-design-skills. 二つ以上の専門成果物、または要件から実装・review・検証へのend-to-end traceを統合するときに使うrouter。単一の設計成果物、公開意味に触れない小規模機械変更には使わない。

Its SKILL.md is about 660 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `agents/openai.yaml`, `references/reproduction.md` and `schemas/package.md`).

The repository describes itself as: ミノ駆動氏のWebに掲載されている資料から作成した開発スキル.

Example prompts

  • “/mino-reproducible-development”

Workflow steps

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

  1. 主成果物が単一の専門設計なら対応Skillへ一度渡して終了する。二つ以上の成果物または要件から実装・検証の統合が必要な範囲だけ進める。
  2. 要求・承認・revision・変更境界を揃え、要件と拒否条件を作るか既存を参照する。各専門作業にrun_if、入力、依存、成果物ownerを定める。既存artifactが満たす工程は繰り返さない。
  3. 原則は問題定義→必要な品質/用語整理→model→契約→境界→実装/検証。全Skillの実行は要求しない。既に入力が確定した独立部分だけ並列化できる。
  4. 分担が有益な場合、子へscope、成果物、許可Evidence、revision、mode、変更権限、終了条件、callerへの返却を渡す。設計専用の子は親がimplementationでもread-onlyにする。子からpeer/routerへ再routingさせず、同じfi…
  5. 各artifactをhandleとrevisionで登録する。各Skillのowner、unknown、coverage、subject_verdictを保持し、obligationを後で作られたCI/T等の実在IDへ接続する。同じlocal…
  6. 実装前に要件→該当model/contract/boundary→test/oracleのtraceを確認する。implementationの許可範囲内で一目的の小さいstepを進め、意味不明・未承認の選択に依存する操作だけを止める。選定済み対象の投資順位を再承認させない。
  7. 親は子の主張を原資料・実code・testへ照合する。deterministicな実行結果と独立reviewを区別する。独立reviewには要求・契約・revision・diff・必要codeを渡し、実装者の結論を答えとして注入しない。同じ履歴のforkや自己reviewを独立…
  8. 新指示とrevision差分に依存する結果だけを無効化する。stale/pending/timeoutを成功にしない。必要checkが通り懸念と新差分がなければ返す。

What it can do on your machine

Read from SKILL.md and the folder at commit 2ea1f4d. 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

Mino Reproducible Development loads about 661 tokens when it runs, and up to ~1.1k if it reads all its reference files. Until then it costs about 32 tokens; SKILL.md has 50 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~32
When it runs · the whole SKILL.md, loaded when a task matches
~661
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.1k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 50 words (~661 tokens).

“designはImplementation Spec、implementationはVerified Change、reviewはReview Result、reproduction-testはReproduction Report。必要な専門成果物と実在IDのtraceを統合する。 正本packageのrootはreproducible_development_result。 対応mode: design, implementation, review, reproduction-test。”

— opening of SKILL.md by my-take-dev
name
mino-reproducible-development

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (references) in .agents/skills/mino-reproducible-development of my-take-dev/inspired-mino-design-skills.

  • SKILL.md
  • agents/openai.yaml
  • references/reproduction.md
  • schemas/package.md

Open the folder on GitHubat commit 2ea1f4d

Compare with similar skills

Mino Reproducible Development 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.

Mino Reproducible Development compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Mino Reproducible Development this skillmy-take-dev/inspired-mino-design-skills342—~661Automated safety check: PassNone
Reproduce Issuenrwl/nx29k—~2.6kAutomated safety check: NotesMIT
Weather Data Reproducibilitysickn33/agentic-awesome-skills47k1 repos~2.9kAutomated safety check: PassMIT
Reproducible Pipelinesbrycewang-stanford/Auto-Empirical-Research-Skills4.5k—~3.3kAutomated safety check: PassCustom licence
Reproduce Bugudecode/plate17k—~2kAutomated safety check: NotesCustom licence
Kdd Reproducibilitybrycewang-stanford/Awesome-Journal-Skills1.2k—~1.8kAutomated safety check: PassMIT

Similar skills

  • The single skill for reproducing an nx issue. An agent skill from nrwl/nx.

    29k GitHub stars~2.6k tokensUpdated today
    DevOps & CloudAuto-check: notes
  • Weather Data Reproducibility

    sickn33/agentic-awesome-skills

    Record and verify provenance manifests for weather-data inputs and derived artifacts, including object identity, selections, software versions, transformations, and hashes.

    47k GitHub starsUsed in 1 repo~2.9k tokens
    Research & ScienceAuto-check passed
  • Reproducible Pipelines

    brycewang-stanford/Auto-Empirical-Research-Skills

    This skill covers reproducible research pipelines and replication packages.

    4.5k GitHub stars~3.3k tokensUpdated 4 days ago
    Research & ScienceAuto-check passed
  • Reproduce Bug

    udecode/plate

    Systematically reproduce and investigate a bug from a GitHub issue.

    17k GitHub stars~2k tokensUpdated today
    Auto-check: notes
  • Kdd Reproducibility

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when hardening the reproducibility story of a KDD paper, where reproducibility is an explicit decision factor for area chairs.

    1.2k GitHub stars~1.8k tokensUpdated 12 days ago
    Research & ScienceAuto-check passed
  • Aistats Reproducibility

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when strengthening AISTATS reproducibility evidence, including the official reproducibility checklist, statistical assumptions, proofs, datasets, hyperparameters, random…

    1.2k GitHub stars~880 tokensUpdated 12 days ago
    Research & ScienceAuto-check passed

More from my-take-dev/inspired-mino-design-skills

  • Mino Architecture Quality Strategy

    my-take-dev/inspired-mino-design-skills

    複数module、system-wideな品質trade-off、data authority、target/transition、migration/recoveryをproduct valueから設計・監査するときに使う。局所class改善、流行技術の選定、単一契約抽出には使わない。

    342 GitHub stars~733 tokensUpdated 22 days ago
    Auto-check passed
  • Mino Core

    my-take-dev/inspired-mino-design-skills

    関連設計SkillからEvidence・承認・共通判定・要件追跡を共有するときに使う内部基盤。単独の公開依頼、専門設計全体、小規模な機械変更には使わない。

    342 GitHub stars~313 tokensUpdated 22 days ago
    Auto-check passed
  • Mino Design By Contract

    my-take-dev/inspired-mino-design-skills

    自然言語の要件を事前条件・事後条件・不変条件・失敗保証とcondition単位の保証責任・契約テストへ変換するときに使う。UI入力検証だけ、一般テスト追加、業務実装全体には使わない。

    342 GitHub stars~593 tokensUpdated 22 days ago
    Auto-check passed
  • Mino Domain Model Completeness

    my-take-dev/inspired-mino-design-skills

    固定したユースケースで用語・概念・値制約・状態・遷移・失敗・時間・writer/reader・authorityの欠落を監査するときに使う。世界全体のモデル化、図だけ、一般DDD解説、単なるデータ項目一覧には使わない。

    342 GitHub stars~619 tokensUpdated 22 days ago
    Auto-check passed
  • Mino Interface Implementation Separation

    my-take-dev/inspired-mino-design-skills

    consumerが知る目的・操作・契約と内部技術・手順を分け、技術漏出、caller分岐、責務境界と変更局所性を設計・監査するときに使う。if削減、interface量産、全体architectureの選定には使わない。

    342 GitHub stars~651 tokensUpdated 22 days ago
    Auto-check passed
  • Mino Problem Framing

    my-take-dev/inspired-mino-design-skills

    技術案先行、曖昧な要件、用語・前提・目的・成功条件の不一致を整理し、Problem FrameとContext Packetを作るときに使う。専門契約、モデル設計、実装全体、承認済みの機械変更には使わない。

    342 GitHub stars~450 tokensUpdated 22 days ago
    Auto-check passed

Questions about Mino Reproducible Development

What does Mino Reproducible Development do?

二つ以上の専門成果物、または要件から実装・review・検証へのend-to-end traceを統合するときに使うrouter。単一の設計成果物、公開意味に触れない小規模機械変更には使わない。. Mino Reproducible Development is an agent skill from my-take-dev/inspired-mino-design-skills.

How do I install Mino Reproducible Development in Claude Code?

Run `npx skills add my-take-dev/inspired-mino-design-skills --skill mino-reproducible-development -a claude-code`. Or copy the skill folder (.agents/skills/mino-reproducible-development in my-take-dev/inspired-mino-design-skills) into .claude/skills/mino-reproducible-development in your project. Claude Code loads it when a task matches its description.

How do I install Mino Reproducible Development in Codex?

Run `npx skills add my-take-dev/inspired-mino-design-skills --skill mino-reproducible-development -a codex`. Or copy the skill folder (.agents/skills/mino-reproducible-development in my-take-dev/inspired-mino-design-skills) into .agents/skills/mino-reproducible-development in your project. Codex loads it when a task matches its description.

Can I use Mino Reproducible Development 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 my-take-dev/inspired-mino-design-skills --skill mino-reproducible-development -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mino-reproducible-development, .gemini/skills/mino-reproducible-development, .github/skills/mino-reproducible-development and .opencode/skills/mino-reproducible-development in your project.

What does Mino Reproducible Development need to run?

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

Does Mino Reproducible Development 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 Mino Reproducible Development 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 Mino Reproducible Development use?

No licence was found for Mino Reproducible Development or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Mino Reproducible Development use?

About 661 tokens (SKILL.md is roughly 2.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 446 tokens, read only when the agent opens those files.

What are the alternatives to Mino Reproducible Development?

Skills that share tags, products or a category with Mino Reproducible Development: Reproduce Issue (nrwl/nx, 29k stars), Weather Data Reproducibility (sickn33/agentic-awesome-skills, 47k stars), Reproducible Pipelines (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars) and Reproduce Bug (udecode/plate, 17k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Mino Reproducible Development?

my-take-dev (a GitHub user) maintains it in my-take-dev/inspired-mino-design-skills, which has 342 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on September 17, 2026.

Source: my-take-dev/inspired-mino-design-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.