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SKILL verified Apache-2.0 Self-run

Citation Capsule Builder

skill-xuanranl-loamwright-seo-skill-citation-capsule-builder · by XuanRanL

After section-drafter, verifies each H2 has a Citation Capsule (40-60 word AI-quotable block). If missing, generates one. Princeton GEO requirement.

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Install

$ agentstack add skill-xuanranl-loamwright-seo-skill-citation-capsule-builder

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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● 1mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

Citation Capsule Builder

Ensures Princeton GEO compliance: every content H2 has a 40-60 word self-contained quotable block.

Featured-snippet duty (absorbed v3.35)

The standalone featured-snippet-optimizer subskill is RETIRED (Ahrefs 2025: FS fell 18%→8%, 83% replaced by AI Overviews — and both select the SAME 40-60w extractive shape this stage already writes). This stage inherits its one distinct duty: sections outline.json marks is_featured_snippet_target: true get the most answer-first capsule — declarative first sentence, a specific number, no hedging. Evidence: references/seo/serp-feature-value-2026.md §1.

Workflow

1. Read all sections/*.json
2. For each section without citation_capsule field:
   - Read section markdown
   - Extract specific data point (number/year)
   - Generate 40-60 word self-contained paragraph
   - Insert at section end (preferred) or beginning
3. Run scripts.lint.citation_capsule_lint to verify ≥80% H2 coverage
4. Update section JSON with capsule field

Validation

python -m scripts.lint.citation_capsule_lint workspace/{task}/draft.md --json

Pass = coverage ≥80% of content H2s (excludes References, ToC, Takeaways).

See also

  • references/seo/citation-capsules-princeton.md (design patterns)
  • scripts.lint.citation_capsule_lint

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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