Repository
uw-syfi/vibesys agent skills
- skills
- 15
- GitHub stars
- 105
GitHub description: “Can AI Agents Build Bespoke Systems?”
- Stars
- 105 (34 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- May 2026
- agent
- llm-serving
- systems
Install all skills
npx skills add uw-syfi/vibesysAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in uw-syfi/vibesys, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | This skill guides using the cli to generate NKI kernel profiles (NEFF + NTFF pairs) to analyze performance on Neuron hardware. | uw-syfi/ | 108 | — | ~3.2k | Automated safety check: Pass | MIT | today |
| 2 | This skill guides debugging NKI compilation errors on Neuron hardware. | uw-syfi/ | 108 | — | ~2.7k | Automated safety check: Pass | MIT | today |
| 3 | Research NKI documentation for API lookups, tutorials, error codes, architecture, and optimization guides. | uw-syfi/ | 108 | — | ~1.9k | Automated safety check: Pass | MIT | today |
| 4 | Query and analyze NKI kernel profile data from neuron-explorer parquet files. | uw-syfi/ | 108 | — | ~4.3k | Automated safety check: Pass | MIT | today |
| 5 | Guide for writing and modifying NKI kernels. An agent skill from uw-syfi/vibesys. | uw-syfi/ | 108 | — | ~5k | Automated safety check: Pass | MIT | today |
| 6 | Triage the open pull requests of the VibeSys repository. An agent skill from uw-syfi/vibesys. | uw-syfi/ | 108 | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 7 | 7.Open PR Prepare and open VibeSys pull requests from local repo changes. | uw-syfi/ | 108 | — | ~2.8k | Automated safety check: Pass | MIT | today |
| 8 | Run and audit long-lived VibeSys meta-optimization campaigns that improve VibeSys as an optimizer rather than directly optimizing its bespoke candidate. | uw-syfi/ | 108 | — | ~2.9k | Automated safety check: Pass | MIT | today |
| 9 | Review VibeSys pull requests and local diffs for correctness, regressions, architecture violations, insufficient tests, contract or documentation drift, and risky prompt changes. | uw-syfi/ | 105 | — | ~2.4k | Automated safety check: Pass | MIT | yesterday |
| 10 | 10.Testing Write, change, review, or fix tests in any language in this repository. | uw-syfi/ | 105 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 11 | 11.Tui Bug Hunt Drive the VibeSys terminal UI (TUI) headlessly via tmux against real Claude-Code-provider runs, to find and report display bugs, frontend/interaction glitches, backend/protocol problems, and… | uw-syfi/ | 105 | — | ~6.5k | Automated safety check: Pass | MIT | yesterday |
| 12 | 12.Create Issue Investigate, draft, and file well-scoped VibeSys GitHub issues using the repository issue forms and project conventions. | uw-syfi/ | 105 | — | ~848 | Automated safety check: Pass | MIT | yesterday |
| 13 | LLM and multimodal serving systems. An agent skill from uw-syfi/vibesys. | uw-syfi/ | 105 | — | ~2.9k | Automated safety check: Pass | MIT | yesterday |
| 14 | Design, structure, or change code in any language in this repository. | uw-syfi/ | 105 | — | ~2.5k | Automated safety check: Pass | MIT | yesterday |
| 15 | Restructuring the request graph of a microservice application to cut end-to-end latency. | uw-syfi/ | 105 | — | ~1.7k | Automated safety check: Pass | MIT | yesterday |
Questions, answered from the data.
What is the best skill in uw-syfi/vibesys?
Neuron Nki Profiling from uw-syfi/vibesys ranks first of the 15 skills in uw-syfi/vibesys listed here, with the highest score: its repository has 108 GitHub stars, its SKILL.md loads about 3.2k tokens and it passes the automated safety check with no findings. Next come Neuron Nki Debugging and Neuron Nki Docs.
Are the skills in uw-syfi/vibesys official?
None yet. All 15 skills in uw-syfi/vibesys 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 uw-syfi/vibesys?
Run npx skills add uw-syfi/vibesys 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.