Article Summary Architect

Article Summary Architect

Produce concise, trustworthy, reader-friendly detailed_summary (zh / en).

When To Use

Use this skill when the user asks to:

1. Add or rewrite detailed_summary.
2. Improve summary clarity, structure, or relevance.
3. Fix low-quality/generic/misaligned bilingual summaries.
4. Keep style consistent without forcing one rigid template.

Design Philosophy

• Principle-first, not template-first.
• Evidence-first: every important claim should be grounded in the article.
• Reader-first: a reader should quickly know what the article delivers.
• Flexible expression: structure is required, wording and section naming are free.

Load Context

• Required: references/quality-checklist.md
• Recommended: references/summary-templates.md, references/type-taxonomy.md
• If publishing immediately after summary: ../staticflow-cli-publisher/SKILL.md

Core Workflow (Flexible, Mandatory)

Step 1: Understand the article before writing

Quickly extract:

1. What problem/question is being addressed?
2. What conclusion or takeaway matters most?
3. Why should readers trust this conclusion?
4. What boundaries, risks, or assumptions matter?

Type/lens selection is optional and internal. Use it only to organize thinking, not to constrain expression.

Step 2: Decide what must survive compression

Keep only high-value information:

• Problem and context
• Core mechanism/argument path
• Actionable conclusion or decision guidance
• Validation/boundary notes (when present)

Remove low-value repetition and decorative language.

Step 3: Draft bilingual summary with natural structure

• Start with one natural opening sentence (reader-facing, not schema labels).
• Prefer sectioned structure with concise bullets for scanability.
• Section count and bullet count are flexible; choose what best fits article complexity.
• Keep zh and en semantically aligned, but allow natural language differences.

Step 4: Quality pass before finalize

Validate against references/quality-checklist.md. If evidence is insufficient for a claim, reduce confidence or state uncertainty explicitly.

Output Contract

Return frontmatter-ready content:

detailed_summary:
  zh: |
    这是一篇……
    ### ...
    - ...
  en: |
    This is a ...
    ### ...
    - ...

Output expectations:

1. Keep markdown render-safe.
2. Keep summary specific to this article (avoid generic filler).
3. Keep bilingual meaning aligned.
4. Prefer structured sections over a long undivided block.

Freedom and Boundaries

• Freedom:
  • You may choose your own section names, ordering, and emphasis.
  • You may adapt style for technical and non-technical content.
• Boundaries:
  • No fabricated facts/metrics.
  • No forcing technical framing onto non-technical posts.
  • No noisy schema exposition (for example rigid type labels) unless user asks.

Integration with Publisher

When used before publication:

1. Generate or refresh detailed_summary.zh/en first.
2. Hand off to staticflow-cli-publisher for write/sync.
3. Report whether summary was regenerated and whether quality checks passed.