llm-api-integration

100 / 100 · Low risk

Fine to try.

By daishiman/harness-dev (GitHub) · coding · 10 stars · scanned at commit 3e1b394

アプリケーションに LLM API(OpenAI / Anthropic / Gemini 等)を組み込む際のコスト最適化・セキュリティ・運用の必須パターン集。「AI機能を付けて」「AIで読み取り」「画像認識」「PDFから抽出」「OCR」「自動分類」「レコメンド」「AI連携」「OpenAI APIを使う」「チャットボット」「LLMを組み込む」などの文脈で、新規アプリ・既存アプリを問わず必ず使用する。ユーザーが「AI」と明示しなくても、非構造データ(画像/PDF/自由文)からの情報抽出・分類・判別の要件が含まれるなら必ずこのスキルを読むこと。 AI機能のコスト見積・APIキー管理・利用量ダッシュボードの設計・レビューでもトリガーする。実測グラウンディング付きの費用試算が必要な場合は Skill llm-cost-simulator を併用。既定スタック(社内業務アプリ、mvp-first)の必須スキルではない optional 群。上記の AI 要件が要件定義で明示された場合、または app-orchestrator の要件フラグ「AI機能あり」で指示された場合のみロードす…

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'llm-api-integration' ] || [ -L ~/.agents/skills/'llm-api-integration' ]; then echo 'A skill folder named llm-api-integration already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/daishiman/harness-dev' "$d" && git -C "$d" checkout --quiet '3e1b394bd699e07d0b030acd44ee12f9143f89eb' -- '.agents/skills/llm-api-integration' && mkdir -p ~/.agents/skills && cp -R "$d"/'.agents/skills/llm-api-integration' ~/.agents/skills/'llm-api-integration' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'llm-api-integration' ~/.claude/skills/'llm-api-integration' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

Date	Version	Score
2026-11-12	`3e1b394`	100
2026-11-08	`d629311`	100
2026-11-06	`e63e798`	100

Also found in

Identical copies of this skill exist at:

daishiman/harness-dev/.claude/skills/llm-api-integration
daishiman/harness-dev/aidd-agent-kit/skills/llm-api-integration