hellosky983/dsh-skillradar
DSH plugin: scans session-visible skills and ranks them by relevance to the recent conversation.
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What it does
Scans the skills visible to the current session and ranks them by relevance to the recent conversation.
Best for
- Agents and users working with many session-visible skills who need a quick ranked shortlist for the current task.
- English or Chinese conversations where deterministic token-overlap scoring is a useful relevance signal.
Not ideal for
- Sessions with few skills or an already obvious skill choice, where ranking adds little value.
- Workflows requiring semantic reasoning beyond English/Chinese token overlap; the scorer is deterministic text analysis.
- Tasks whose relevant evidence falls outside the most recent 8,000 characters read from the session.
README
dsh-skillradar
A DeepSeek Harness plugin that scans every skill visible to the current session, scores each against the recent conversation text (English + Chinese token overlap), and returns a ranked recommendation of which skill to load next.
Overview
DSH sessions expose many skills, and neither the model nor the user always knows which one applies. This plugin answers “what should I load right now?” with a concrete, ranked answer. It suits agents and users who work across many skill domains and want a fast, deterministic relevance signal.
Compatibility
- DSH version:
0.1.0-rc.6 - Mainline: verified against
deepseek-harnessmainline snapshots of 2026-08-14 - Last verified: 2026-08-14
Install / Uninstall
Install (from GitHub):
dsh plugin add github:hellosky983/dsh-skillradar
Or clone and install locally:
git clone https://github.com/hellosky983/dsh-skillradar.git
cd dsh-skillradar
dsh plugin add .
Upgrade: re-run the install command after git pull.
Disable temporarily: remove the plugin row from your profile composition, or run:
dsh plugin remove dsh-skillradar
Uninstall: remove the dsh-skillradar dependency and its bundle entry from the profile package.json, then pnpm install.
Quick start
After install and restart, tell the agent:
Scan the current session and tell me which skill fits this task.
or invoke the tool directly:
skill_radar # with no arguments, scans the current session
Example output:
Skill Radar — 16 skills visible
100% github-upload [github, 仓库, readme, 上传]
85% cordis-plugin-development [client, host, cordis, run]
Configuration
| Option | Type | Default | Description |
|---|---|---|---|
session_id |
string | current session | Session to scan instead of the current one |
limit |
integer | 15 | Maximum number of skills returned |
No environment variables, no secrets, no external configuration files.
Permissions & data
- Reads: the current session’s recent message text (last 8000 chars) and the skill catalog via
ctx.skills/ctx.sessionQuery. - Writes: nothing. The tool only returns a scored list.
- Network: none. All scoring is local text analysis.
- Credentials: none.
Troubleshooting
-
Tool not visible after install: restart dsh, or check that the bundle row appears in
dsh --dump-config. -
“cannot get property tools without inject”: the plugin requires
inject = ['tools']; reinstall from the latest commit which declares it. -
Logs: dsh profile logs under
~/.dsh/profiles/<name>/; setDEBUG=cordis*for component tracing. - Rollback: revert to the previous plugin version by reinstalling the earlier git commit.
Development
git clone https://github.com/hellosky983/dsh-skillradar.git
cd dsh-skillradar
# smoke test with a mock ctx:
node --input-type=module -e "import { apply } from './index.js'; apply({get:()=>undefined, tools:{register:()=>{}}}); console.log('ok')"
The client/ directory contains the optional interactive radar panel (dynamic Cordis plugin form) for the web UI.
Contributions: open issues and pull requests on GitHub. Keep changes dependency-free (scoring is self-contained). Report bugs with a minimal reproduction case.
License & security
MIT — see LICENSE. No secrets are shipped; report security issues privately via GitHub issue (repo is public) or email to the repository owner.
Frequently Asked QuestionsFAQ
Use the verified command dsh plugin --profile default add github:hellosky983/dsh-skillradar in a DSH-enabled shell. The command resolves the public package metadata and keeps the plugin attached to the catalog identity shown on this page.
Compatibility follows the bundle and profile status shown above. If a profile is not detected, keep the plugin disabled there and check the repository documentation before enabling it in production.
The GitHub link and activity metadata are the source of truth for releases and maintenance. Revisit this page after a new release to confirm the catalog has observed the latest version.