OpenFang
Library

Skills

Reusable capability packages: I/O structures, boundaries & guardrails

What are Skills?
In OpenFang, a Skill is not just a prompt: it's a versionable capability package, requiring clear interfaces, boundary restrictions, failure strategies, and observable fields.
Web Research (Multi-source Fact Checking)
Level: Beginner
Search and cross-validation process for content production / intelligence gathering: broad search, fetch original source, and annotate references.
INPUTS
  • - Topic/Keywords
  • - Time range (optional)
  • - Trusted source preference (optional)
OUTPUTS
  • - Key takeaways
  • - Source list (Links)
  • - Citable key paragraphs
GUARDRAILS
  • - Cross-verify important conclusions with at least 3 independent sources
  • - Prioritize fetching original text instead of just citing search summaries
  • - Distinguish facts/opinions/speculations
EXAMPLES
  • - Collect official docs entry and installation guide for OpenFang
  • - Check if a safety feature appears in the official documentation
ResearchSEOCitation
Tool Wrapper (Tool Encapsulation & Permission Declaration)
Level: Advanced
Encapsulate scattering API/CLI/database operations into unified tool interfaces and declare permissions & failure strategies.
INPUTS
  • - Tool capability description
  • - Permission scope
  • - Failure retry/degradation strategy
OUTPUTS
  • - Callable tool definition
  • - Permission matrix
  • - Audit fields (Input/Output)
GUARDRAILS
  • - Default to least privilege
  • - External side-effect operations must be roll-backable or auditable
  • - Outputs must be structured for parsing
EXAMPLES
  • - Wrap 'scrape web body' tool and restrict to domain allowlist
  • - Add path sandbox rules for file read/write tools
ToolsSecurityDX
Content Publisher (SEO Article Pipeline)
Level: Expert
Turn knowledge into indexable content: Topic planning → Keyword intent → Outline → Citation → Publishing checklist.
INPUTS
  • - Target audience
  • - Topic collection
  • - Competitor pages (optional)
OUTPUTS
  • - Article outline
  • - Title/Description candidates
  • - Internal linking suggestions
  • - Publishing checklist
GUARDRAILS
  • - Avoid thin content: Every article must answer at least 3 concrete questions
  • - Add FAQ/structured data (optional)
  • - Ensure site trust pages like about/privacy/contact exist
EXAMPLES
  • - Create a series of articles around OpenFang's Hands/Skills
BlogSEOQuality