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EMBEDDED — Runs 4-layer validation stack on analysis findings. This functionality is built into the ask-question and run-analysis skill. Do NOT invoke semantic-validation separately — use ask-question and run-analysis instead, which includes these instructions inline.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
EMBEDDED — Establishes a clear analysis plan before writing queries. This functionality is built into the ask-question and run-analysis skill. Do NOT invoke analysis-design-spec separately — use ask-question and run-analysis instead, which includes these instructions inline.
EMBEDDED — Retrieves proven SQL patterns and reusable CTEs. This functionality is built into the ask-question and run-analysis skill. Do NOT invoke archaeology separately — use ask-question and run-analysis instead, which includes these instructions inline.
Run the multi-persona planning methodology to produce a master plan for a new project or feature. Triggered when users say "architect", "plan this", "design the system", or invoke `/architect`.
EMBEDDED — Saves completed analysis to the knowledge archive. This functionality is built into the run-analysis skill. Do NOT invoke archive-analysis separately — use run-analysis instead, which includes these instructions inline.
USE THIS SKILL for ANY data question, analytical request, or metric inquiry. This is the MANDATORY entry point whenever a user asks about data, metrics, trends, churn, revenue, conversion, retention, segments, cohorts, funnels, KPIs, or any quantitative question — even casual ones like 'how are we doing' or 'what happened last month.' Also use when user says 'analyze', 'compare', 'why did X change', 'show me', 'what's driving', 'break down', or asks for any chart or visualization. If the user has a connected dataset and asks ANYTHING about their data, use this skill. Do NOT attempt to answer data questions without this skill — it contains critical charting standards, validation steps, and knowledge loading that produce professional-quality outputs.
Interactive browser for your organization's knowledge system. Explore terms, products, metrics, objectives, and team structure. Also crawl Notion workspaces to extract and populate business context. Triggered when users say "/business", "browse business context", "/notion-ingest", or "crawl notion workspace".
| name | semantic-validation |
| description | EMBEDDED — Runs 4-layer validation stack on analysis findings. This functionality is built into the ask-question and run-analysis skill. Do NOT invoke semantic-validation separately — use ask-question and run-analysis instead, which includes these instructions inline. |
This skill's core functionality has been absorbed into ask-question and run-analysis.
When ask-question and run-analysis triggers, it automatically handles what semantic-validation used to do.
Do not invoke this skill directly. Use ask-question and run-analysis instead.
