AI-native tools for noisy systems.
Browser automation, local-first moderation, repo intelligence, and AI-readable open source.
X Reply Janitor | llms-txt-forge | repo-signal | noise-score
--- I build small tools that make hostile or messy interfaces usable. The pattern is simple: keep the surface area small, make the defaults strong, avoid unnecessary cloud dependency, and document the project so both humans and AI systems can understand it quickly. ```text signal > noise local > extractive clear > clever shipping > theater ``` ## DeepSeek HarnessEarly contributor to DeepSeek Harness:
| Project | What it does | Status |
|---|---|---|
| dsh-github-release-radar | Track releases and stars of any public GitHub repository from inside dsh agents — no API key needed. | v0.1.0 |
| dsh-tutorials · site | Bilingual tutorials: getting started, architecture deep dive, hands-on plugin tutorial. | published |
| dsh-plugin-template | Minimal verified plugin template with CI smoke load (dsh 0.1.0-rc.6). | published |
