Repository
romarayt/raytsystem-public-os agent skills
- skills
- 12
- GitHub stars
- 149
GitHub description: “Local-first agent workspace for knowledge, tasks, documents and verifiable workflows · Локальная агентная система для знаний, задач и проверяемых процессов · t.me/romarayt”
- Stars
- 149 (36 forks)
- Licence
- Apache-2.0
- Last push
- Oct 2026
- Created
- Jul 2026
- agentic-workflows
- ai-agents
- ai-tools
- automation
- knowledge-graph
- knowledge-management
- local-first
- open-source
- python
- react
- self-hosted
- typescript
Install all skills
npx skills add romarayt/raytsystem-public-osAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in romarayt/raytsystem-public-os, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.Graph Refresh the raytsystem code graph so it reflects every current file, then confirm it is up to date. | romarayt/ | 149 | — | ~527 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 2 | 2.Start Get raytsystem running in a repository — install it if needed, then launch the interface. | romarayt/ | 149 | — | ~676 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 3 | Inspect video, audio, or supplied transcripts through raytsystem Tool Hub and return evidence-bound speech, visual, OCR, action, transition, and timeline findings. | romarayt/ | 149 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 4 | Capture, normalize, propose, validate, and safely promote workspace-local Markdown, text, JSON/JSONL, CSV/TSV, images, or text-bearing PDFs into raytsystem. | romarayt/ | 149 | — | ~686 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 5 | Run deterministic integrity, provenance, projection, link, alias, operation, and secret checks over raytsystem. | romarayt/ | 149 | — | ~468 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 6 | Answer questions from the active raytsystem generation using local FTS5 retrieval, canonical record rehydration, verified source spans, and explicit gaps. | romarayt/ | 149 | — | ~538 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 7 | Perform bounded source research for raytsystem and return provenance-rich evidence proposals without canonical writes. | romarayt/ | 149 | — | ~557 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 8 | Independently review an raytsystem run, diff, contract, test result, or milestone checkpoint and return structured findings. | romarayt/ | 149 | — | ~523 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 9 | Stage a cited synthesis as a typed raytsystem DRAFT bundle and escaped preview. | romarayt/ | 149 | — | ~480 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 10 | Audit raytsystem changes for prompt injection, provenance bypass, path/symlink/hardlink escape, secret leakage, stale fencing, partial promotion, unsafe parsing, and unapproved side effects. | romarayt/ | 149 | — | ~572 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 11 | 11.Start Get raytsystem running here — install it if needed, then open the interface. | romarayt/ | 149 | — | ~316 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 12 | 12.Graph Refresh the raytsystem code graph so it reflects every current file. | romarayt/ | 149 | — | ~174 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
Questions, answered from the data.
What is the best skill in romarayt/raytsystem-public-os?
Graph from romarayt/raytsystem-public-os ranks first of the 12 skills in romarayt/raytsystem-public-os listed here, with the highest score: its repository has 149 GitHub stars, its SKILL.md loads about 527 tokens and it passes the automated safety check with no findings. Next come Start and Raytsystem Watch.
Are the skills in romarayt/raytsystem-public-os official?
None yet. All 12 skills in romarayt/raytsystem-public-os 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 romarayt/raytsystem-public-os?
Run npx skills add romarayt/raytsystem-public-os 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.