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 Harness · 中文总览我把 DeepSeek Harness 生态的「地基」做成了 20+ 个开源仓库，全部带中文说明：
- 市场分发：dsh-subscribe（Steam 式市场）、dsh-plugin-search
- 开发工具链：dsh-plugin-template（模板）、dsh-plugin-doctor（自检）、dsh-rule-evolve（自我进化）
- 安全：dsh-poison-guard（投毒扫描）、dsh-redact（脱敏）、dsh-sandbox-audit（沙箱审计）
- 内核可观测：dsh-replay（回放）、dsh-trace（仪表盘）、dsh-shelf（会话）
- 生态情报：dsh-ecosystem（地图）、dsh-docs（官方文档提案）、dsh-tutorials（教程）
完整中文导航（含关系图与新手路线）→ dsh-ecosystem 中文总览
Building the DeepSeek Harness plugin ecosystem's infrastructure layer — the pieces every plugin author and operator ends up needing.
Upstream fixes: 21 cherry-pick-ready patches against deepseek-ai/deepseek-harness@master (47f943859b), each with a root-cause writeup and regression test, prepared while the official PR channel is closed. Tracked in dsh-docs · upstream patch queue.
In awesome-dsh-plugin: dsh-subscribe · dsh-rule-evolve · dsh-pet-evolve · dsh-shelf.
| Project | What it does | Status |
|---|---|---|
| dsh-subscribe | Steam-style plugin marketplace + 568-plugin registry, one-command sync, in-DSH install UI and agent tools. | published |
| dsh-plugin-doctor | Plugin + profile health checks (manifest, patch, build, pack, install, boot, runtime deps, native modules) — the practical dsh plugin check. |
v1.14.0 |
| dsh-shelf | Session lifecycle CLI: list, stats, export (md/json/jsonl/zstd), archive, trash, search, rescue, web panel, DSH plugin. | published |
| dsh-replay | Time-travel debugger: decode session.jsonl.zstd and render the full trajectory (reasoning, tool calls, results) as HTML + diff. | published |
| dsh-sandbox-audit | Static sandbox-policy consistency audit for presets (flags bare-fs tool escapes, read-open search, missing destructive-op gates). | published |
| dsh-compose-viz | Visualize a preset's Cordis composition (groups, isolate realms, tool/service rows) as HTML. | published |
| dsh-trace | Aggregate observability dashboard: decode every session and render tokens/tools/errors/latency as one HTML report. | published |
| dsh-redact | Scrub secrets/PII from a session log before sharing it (API keys, tokens, private keys, emails, home paths). | published |
| dsh-preset-diff | Diff two agent presets (added/removed/changed tools, isolate realms, disabled flags). | published |
| dsh-rule-evolve | Verification-driven self-evolution loop: failure logs become verified AGENTS.md rules. | published |
| dsh-pet-evolve | A pet that grows with your agent (in-DSH companion). | published |
| dsh-ecosystem | Ecosystem map, weekly report, release-compat automation, patch verification. | weekly |
| dsh-docs | PR-ready docs: plugin publishing, troubleshooting, registry contract, env-explain, upstream patch queue. | maintained |
| dsh-tutorials (site) | Bilingual tutorials: getting started, architecture, plugin development, contributor roadmap. | published |
| dsh-plugin-template | Verified plugin template with runtime peer guard and CI that really invokes the tool. | published |
| dsh-github-intelligence | 195+ read-only tools across 15 ecosystems with TTL caching. | published |
| dsh-plugin-search | Search npm + awesome-dsh-plugin from inside dsh agents. | published |
| dsh-github-release-radar | Track releases and stars of public repos from inside dsh. | published |
