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solution-wizard

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Aktualisiert7. Juni 2026 um 22:04

GAIK Solution Configuration Wizard. Guides the user from a natural-language use-case description to a validated executable blueprint (JSON), a Mermaid workflow diagram, a standards-based BPMN 2.0 visual blueprint, a runnable PoC, and a use-case documentation suite. Collects the complete requirement set with a completeness gate, reasons about each component's behaviour-changing options, selects GAIK components, and validates everything.

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GAIK-project

GAIK-project/gaik-toolkit

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Verwandte BerufeSOC

Basierend auf der SOC-Berufsklassifikation

SoftwareentwicklerInformatik- und Mathematikberufe·SOC 15-1252

SKILL.md

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name

solution-wizard

description

See the full implementation at: implementation_layer/solution_wizard/SKILL.md

That directory holds the authoritative skill instructions plus the component registry, reference cards, schemas, templates, and the deterministic scripts (scripts/check_requirements.py, validate_blueprint.py, generate_mermaid.py, generate_bpmn.py, generate_docs.py, generate_schema.py, scaffold_poc.py). Load and follow that SKILL.md exactly; run its scripts from that directory.

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solution-wizard

GAIK-project/gaik-toolkit

GAIK Solution Configuration Wizard. Guides the user from a natural-language use-case description to a validated executable blueprint (JSON), a Mermaid workflow diagram, a standards-based BPMN 2.0 visual blueprint, a runnable PoC, and a use-case documentation suite. Collects the complete requirement set (with a completeness gate), reasons about each component's behaviour-changing options, selects GAIK components, generates and validates the blueprint, and saves all outputs to a user-chosen directory.

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gaik-toolkit

GAIK-project/gaik-toolkit

GAIK toolkit overview and reference. Use when needing context on GAIK components (extractors, parsers, transcribers, RAG, TTS, classifiers, pipelines), the repository structure, configuration pattern, environment variables, building-block API tables, the documentation update map, or the demo app and docs website setup. For CREATING a new component package use build-software-component; for ADDING EXAMPLES and running the canonical publish flow (docs → demo app → PyPI tag) use gaik-add-examples. Covers: structured data extraction, document parsing, audio transcription (Whisper/local), transcript enhancement, text-to-speech, RAG pipelines (pgvector/Chroma), document classification, end-to-end pipelines.

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gaik-sync

GAIK-project/gaik-toolkit

Audits the GAIK Solution Wizard's component registry, reference cards, and SKILL.md guidance against the installed gaik package, then proposes and applies the updates needed to keep them in sync. Use after changing gaik components (new component, renamed constructor/method, changed options, removed component, new install extra, new module) or after bumping the gaik version. Runs a deterministic introspection scan, classifies each finding, and edits only after you approve a change table.

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create-evaluations

GAIK-project/gaik-toolkit

Creates evaluation documentation for a GAIK component in both locations: evaluation_layer/eval_methods/{component}_eval/ (README + optional script stubs) and guidance_layer/website/content/docs/evaluation-layer/{component}-eval.mdx (full user-facing page). Also updates index.mdx and meta.json to register the new page.

2026-06-1796

create-usecase-description

GAIK-project/gaik-toolkit

Creates a use-case description page under guidance_layer/website/content/docs/use-cases/ following the established GAIK format (business layer → strategy → no-code → code-based → components → evaluation → resources). Accepts user-provided context and marks any missing sections as Coming Soon. Updates meta.json to register the new page.

2026-06-1796

gaik-add-examples

GAIK-project/gaik-toolkit

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.

2026-06-1096

name

solution-wizard

description

See the full implementation at: implementation_layer/solution_wizard/SKILL.md