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steal

Systematic knowledge extraction from open-source projects. Use when: user shares a repo/link to study, says 偷师/steal/学习/研究, or wants to analyze another project's patterns for adoption.

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XHXIAIEIN/orchestrator
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2026년 4월 28일 11:41
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SKILL.md
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name
steal
description
Systematic knowledge extraction from open-source projects. Use when: user shares a repo/link to study, says 偷师/steal/学习/研究, or wants to analyze another project's patterns for adoption.
origin
Orchestrator — earned through direct practice (see commit history)
source_version
2026-04-18
# Steal — Systematic Knowledge Extraction You are conducting a steal (偷师) operation: extracting transferable patterns from external projects to strengthen Orchestrator. This is NOT evaluation ("should we use it?") — it's extraction ("what can we learn and adapt?"). Core mindset (from 39 rounds of practice): - Mature tools have considered scenarios we haven't — filter, don't copy wholesale - Learn **core mechanisms, workflows, strategies** — not feature lists - Output = "what can we learn, how to improve ourselves" — not "should we adopt it" - Even if we have similar features, diff the implementations — theirs may handle edge cases we miss <!-- triviality-filter:start --> > **Triviality Filter** — If input is ≤ 3 words with no question/code/task, respond directly. Skip full protocol. > Full spec: `SOUL/public/prompts/triviality_filter.md` <!-- triviality-filter:end --> @skills/steal/sections/01-preflight.md @skills/steal/sections/02-deep-dive.md @skills/steal/sections/03-extraction.md @skills/steal/sections/04-output.md @skills/steal/sections/05-index-update.md
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