ClaudSkills / Engineering / data-engineering

Knowledge-to-Code Alignment 新知識のコード反映・設計知識の保全

Q: What is a Claude Code skill and how does the Knowledge-to-Code Alignment 新知識のコード反映・設計知識の保全 skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Knowledge-to-Code Alignment 新知識のコード反映・設計知識の保全 is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Engineering · Sub-category: data-engineering · Last updated: 2026-07-31

リファクタリングを「更新されたチームの理解と、コードが表現する過去の理解の差分同期」と捉え、今回得た新知識（要求・ドメイン知識・制約）が naming と responsibility へ反映されているか、boundary が現在の understanding を表現しているか、diff の削除行やコメントに現れる過去の design history と constraint を失っていないかを diff-time で確認する。Knowledge Delta の signal は diff（追加/削除された hunk・コメント・ADR 参照）を一次情報とし、PR 本文が供給されるときは補助に用い、不確実なら question に留める。ドメイン用語の一貫性は ubiquitous-language-naming、集約/コンテキスト境界の設計判断は bounded-context-language、投機的抽象化・caller special-case は altitude-generalization、スコープ逸脱/前提破壊は fix-scope-integrity、振る舞い変更と構造変更の分離は behavior-structure-separation、完了主張の反証は refactor-claim-audit へ委譲する

Security AStatic scan found no risk patternsHow grading works ›

What this skill does

Knowledge-to-Code Alignment 新知識のコード反映・設計知識の保全 is a community-contributed Claude Code skill in the data-engineering sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/knowledge-to-code-alignment/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Knowledge-to-Code Alignment 新知識のコード反映・設計知識の保全 Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/knowledge-to-code-alignment
curl -L https://claudskills.com/skills/knowledge-to-code-alignment/SKILL.md \
  -o ~/.claude/skills/knowledge-to-code-alignment/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/knowledge-to-code-alignment/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/knowledge-to-code-alignment/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\knowledge-to-code-alignment\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Knowledge-to-Code Alignment 新知識のコード反映・設計知識の保全 Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/knowledge-to-code-alignment/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Knowledge-to-Code Alignment 新知識のコード反映・設計知識の保全 skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Knowledge-to-Code Alignment 新知識のコード反映・設計知識の保全 skill?

Use Knowledge-to-Code Alignment 新知識のコード反映・設計知識の保全 when your Claude Code task falls under the Engineering category — specifically in the data engineering area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Knowledge-to-Code Alignment 新知識のコード反映・設計知識の保全" or describe the task and let Claude pick). Browse related skills at /category/engineering/.

What is a Claude Code skill and how does the Knowledge-to-Code Alignment 新知識のコード反映・設計知識の保全 skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Knowledge-to-Code Alignment 新知識のコード反映・設計知識の保全 is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/s977043/river-review/blob/HEAD/skills/midstream/knowledge-to-code-alignment/SKILL.md
License: MIT
Author: s977043
Website: https://river-review.the3396.com/

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

s977043. (2026). Knowledge-to-Code Alignment 新知識のコード反映・設計知識の保全 [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/knowledge-to-code-alignment/

BibTeX

@misc{knowledge-to-code-alignment-2026,
  author    = {s977043},
  title     = {Knowledge-to-Code Alignment 新知識のコード反映・設計知識の保全 [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/knowledge-to-code-alignment/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/knowledge-to-code-alignment.svg)](https://claudskills.com/skills/knowledge-to-code-alignment/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/knowledge-to-code-alignment/#security)

More Engineering skills

Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Engineering skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore