gaik-add-examples

gaik-add-examples is a Docs writing & content skill for AI agents, published by GAIK-project in the gaik-toolkit repository on GitHub. Skillspace rates gaik-add-examples D (59/100) and it passed the safety scan; the rating is based on static analysis only.

Adds or updates working code examples for GAIK toolkit components and pipelines in implementation_layer/examples/. Use when adding a new example, demonstrating a feature, creating a usage sample, or showing how a building block or pipeline works. After the example is in place, offers optional follow-ups: update API docs (guidance_layer/docs/), update the Fumadocs website (guidance_layer/website/content/docs/), expose the feature in the demo app (toolkit_demo_app/api/routers + UI), and push a PyPI release tag. Covers software_components (extractor, parsers, transcriber, RAG, classifier, TTS, enhance_transcript, validators (LLMJudge / panel / pairwise / calibration), evaluators (ExtractionEvaluator, RAGEvaluator, BatchEvaluationRunner), form_understander, observability) and software_modules (AudioToStructuredData, DocumentsToStructuredData, RAGWorkflow, MultiSourceReportGenerator). Not for creating a brand-new component package — use build-software-component for that.

Grade
D
Quality
59 / 100
Safety
Passed
GitHub stars
95

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubGAIK-project/gaik-toolkit

Our review

Architecture
84 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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