AgentSkillsCN

Export

导出

SKILL.md

Skill: Export

Purpose

Export analysis results in different formats for different audiences. Converts pipeline outputs into ready-to-share deliverables.

When to Use

  • •User says /export or "export this as..." or "send this to..."
  • •After completing an analysis or pipeline run
  • •When the user needs results in a specific format

Invocation

/export slides — generate/refresh Marp slide deck from latest analysis /export email — write an executive summary email (markdown) /export slack — write a concise Slack update (markdown) /export brief — write a 1-page decision brief (markdown) /export data — export analysis data tables as CSV /export all — generate all text formats + data

Instructions

Step 1: Find Source Material

Check for completed analysis outputs in order of preference:

  1. •outputs/slides_*.md — latest deck
  2. •outputs/analysis_*.md — latest narrative
  3. •working/pipeline_summary.md — pipeline summary
  4. •working/storyboard_*.md — storyboard

If no outputs exist:

  • •Check working/ for partial results
  • •If nothing found: "No analysis results to export. Run an analysis first or use /run-pipeline."

Step 2: Generate Requested Format

Format: slides

  • •If deck already exists, ask: "Deck found at {path}. Regenerate or export as-is?"
  • •If no deck, invoke Deck Creator agent with latest narrative + charts
  • •Output: outputs/slides_{DATE}.md

Format: email

  • •Structure: Subject line + 3-paragraph body (context, key finding, recommendation)
  • •Tone: Executive-friendly, no jargon, action-oriented
  • •Include: 1-2 key numbers, the "so what", and a clear ask
  • •Output: outputs/email_summary_{DATE}.md

Format: slack

  • •Structure: Bold headline + 3-5 bullet points + thread-friendly
  • •Keep under 300 words
  • •Use emoji sparingly (checkmarks, arrows only)
  • •Include: key metric, direction, and recommended action
  • •Output: outputs/slack_update_{DATE}.md

Format: brief

  • •Structure: Title + Executive Summary (3 sentences) + Key Findings (numbered) + Recommendation + Next Steps + Appendix (data sources, methodology)
  • •1 page target (~500 words)
  • •Output: outputs/decision_brief_{DATE}.md

Format: data

  • •Export all DataFrames from working/ as CSVs to outputs/data/
  • •Include a README listing each file and its contents
  • •Output: outputs/data/ directory

Format: all

  • •Run email + slack + brief + data sequentially
  • •Skip slides if already exists

Step 3: Post-Export

  • •List all exported files with paths
  • •Suggest: "Copy the email to your clipboard?" or "Want to adjust the tone?"

Rules

  1. •Never fabricate findings — only use data from actual analysis outputs
  2. •Always cite the source analysis date and dataset
  3. •Adapt detail level to format (email = high-level, brief = medium, data = raw)
  4. •Apply Stakeholder Communication skill for all text outputs
  5. •If the analysis had confidence scores, include them in brief format

Edge Cases

  • •Partial analysis: Export what's available, note gaps: "Note: validation step was not completed."
  • •Multiple analyses in outputs/: Use the most recent by date, or ask user which one
  • •Charts missing: Text formats still work, note: "Charts not available for this export."
  • •User requests unknown format: List available formats and ask to choose