Repository
GAIK-project/gaik-toolkit agent skills
- skills
- 15
- GitHub stars
- 100
GitHub description: “Python toolkit providing reusable AI/ML utilities: schema extraction, structured outputs, and production-ready components”
- Stars
- 100 (20 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Oct 2025
Install all skills
npx skills add GAIK-project/gaik-toolkitAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in GAIK-project/gaik-toolkit, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Builds a visual, editable PowerPoint (.pptx) deck with speaker-ready notes, exact timing, citations and a layout-checked design from a topic, an audience and a length, using only the user's own… | GAIK-project/ | 100 | — | ~2.8k | Automated safety check: Pass | MIT | today |
| 2 | GAIK toolkit overview and reference. An agent skill from GAIK-project/gaik-toolkit. | GAIK-project/ | 100 | — | ~5.7k | Automated safety check: Pass | MIT | today |
| 3 | Extracts structured data — fields, tables, line items — out of documents into a validated schema using the gaik toolkit, and designs schemas that stay inside provider limits and produce checkable… | GAIK-project/ | 100 | — | ~3.2k | Automated safety check: Pass | MIT | today |
| 4 | Converts PDFs, scans, and Word documents into text or markdown with the gaik toolkit's parsers, choosing the parser that will not silently destroy the structure the downstream task depends on. | GAIK-project/ | 100 | — | ~2.3k | Automated safety check: Pass | MIT | today |
| 5 | Builds and debugs retrieval with the gaik toolkit — PgVectorStore, Ranker, FinnishTextProcessor, RelevanceGate — as hybrid search: pgvector similarity plus Postgres full-text, fused by rank, and the… | GAIK-project/ | 100 | — | ~4.2k | Automated safety check: Pass | MIT | today |
| 6 | Extracts structured data from Finnish construction site daily diary audio recordings (Työmaapäiväkirja) and creates a formatted Word document with extracted fields. | GAIK-project/ | 100 | — | ~3.6k | Automated safety check: Pass | MIT | today |
| 7 | Adds or updates working code examples for GAIK toolkit components and pipelines in implementationlayer/examples/. | GAIK-project/ | 100 | — | ~2.4k | Automated safety check: Notes | MIT | today |
| 8 | 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. | GAIK-project/ | 100 | — | ~4k | Automated safety check: Pass | MIT | today |
| 9 | Extracts structured data from incident/safety observation audio recordings for manufacturing company reporting. | GAIK-project/ | 100 | — | ~3.4k | Automated safety check: Pass | MIT | today |
| 10 | Converts scattered documents and media (recordings, notes, diagrams, PDFs, spreadsheets) into structured MS Word reports. | GAIK-project/ | 100 | — | ~4.9k | Automated safety check: Pass | MIT | today |
| 11 | Creates a new GAIK software component as an installable Python package. | GAIK-project/ | 100 | — | ~3k | Automated safety check: Pass | MIT | today |
| 12 | Creates evaluation documentation for a GAIK component in both locations: evaluationlayer/evalmethods/{component}eval/ (README + optional script stubs) and… | GAIK-project/ | 100 | — | ~2.3k | Automated safety check: Pass | MIT | today |
| 13 | Creates a use-case description page under guidancelayer/website/content/docs/use-cases/ following the established GAIK format (business layer → strategy → no-code → code-based → components →… | GAIK-project/ | 100 | — | ~3.6k | Automated safety check: Pass | MIT | today |
| 14 | GAIK Solution Configuration Wizard. An agent skill from GAIK-project/gaik-toolkit. | GAIK-project/ | 100 | — | ~19k | Automated safety check: Notes | MIT | today |
| 15 | Process Purchase Orders and Bills of Material to generate priced Sales Orders | GAIK-project/ | 100 | — | ~3.9k | Automated safety check: Pass | MIT | today |
Questions, answered from the data.
What is the best skill in GAIK-project/gaik-toolkit?
Brief To Slides from GAIK-project/gaik-toolkit ranks first of the 15 skills in GAIK-project/gaik-toolkit listed here, with the highest score: its repository has 100 GitHub stars, its SKILL.md loads about 2.8k tokens and it passes the automated safety check with no findings. Next come Gaik Toolkit and Extracting Structured Data.
Are the skills in GAIK-project/gaik-toolkit official?
None yet. All 15 skills in GAIK-project/gaik-toolkit listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from GAIK-project/gaik-toolkit?
Run npx skills add GAIK-project/gaik-toolkit in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.