Plugin
craft-skills
面向 AI Agent 的研究驱动、评测驱动型 Skill 集合。 Craft Skills 把可迁移的专业方法提炼成聚焦的工作流，并为每个 Skill 明确触发边界、退出条件、原创案例与前向测试。它不是视频摘要库、提示词合集， 也不是模仿创作者风格的素材仓库。 由 Fini Yang 创建并策划， ZSeven 维护。
5 skills231
@zseven-wAgent Orchestration
Plugin
dsh-crew
dsh-crew is a Claude Code plugin with 3 hand-picked skills, indexed on Flowy in the Agent Orchestration category.
Plugin Signal77/100Solid
maintained93
capable56
documented100
adopted48
Install on Claude Code
> /plugin marketplace add ZSeven-W/dsh-crew> /plugin install dsh-crew@dsh-crew
Stats
177
Stars
15
Forks
Active
Maintenance
JavaScript
Language
MIT
License
14d ago
Last commit
2mo ago
Created
2h ago
Added
What's inside
Skill(3 skills)
Command(8 commands)
Agent(2 agents)
ds-flashDSH (DeepSeek Harness) worker on the flash tier - fast and cheap. Delegate simple, well-scoped subtasks: mechanical edits, small scripts, lookups, straightforward fixes.ds-proDSH (DeepSeek Harness) worker on the pro tier - stronger reasoning. Delegate harder subtasks: multi-file changes, debugging, refactors, anything needing real analysis.
MCP(1 mcp)
README
Why DSH Crew
DSH Crew is a plugin for DeepSeek Harness (DSH) — an open-source agent harness. It makes DSH agents dispatchable from Claude Code, Codex, Antigravity and Grok: the orchestrator keeps its own model, the work runs on a real DSH agent with that harness's tools, sandbox, presets and session history, and the host still shows it as a native subagent with live progress.
What runs the work is a DSH agent, not a bare model call. Tiers (flash / pro) select how much capability that agent gets from the harness's configured roster — DeepSeek V4 Flash and V4 Pro today — so a change of model in DSH needs no change here.
🧵 Native Progress UI
Workers appear as regular subagents in Claude Code / Codex / Antigravity / Grok — dispatch count, running step, tool calls and token usage all show up in the host's own task panel, plus a claude-hud statusline segment: ⚙dsh 1▶pro 2m14s 21.7k/606 ✓3.
🎚️ Tier Policy and Escalation
flash for mechanical work, pro for reasoning, effort from off to max. tier_policy can clamp every dispatch to one tier at the tool layer, and escalate_on_failure retries a failed flash run once on pro — based on evidence, not on guessing difficulty up front.
🏛️ In-Host DSH Sessions
With the bundle installed in a DSH profile, each worker is a first-class DSH session: visible in the Web UI, grouped by working directory, mounted with the Agent preset you choose per tier. Without DSH running, dispatch falls back to a standalone DSH runtime, so CI and headless environments still work.
👁️ Vision and Image Generation
DSH's models are text-only. describe_image now prefers DeepSeek's own VL model (deepseek-v4-flash-vision-exp) whenever a key is available, then falls back to the CLIs you already have — Claude, Codex, Grok, Antigravity — or any OpenAI-compatible API you configure. generate_image borrows the same CLIs' brush. Pasted images stay visible in the conversation and reach the model as text.
🛡️ Dispatch Guardrails
Every dispatch is checked before anything spawns. Worker→worker nesting is capped at origin-chain depth 3 and cycles are refused; a second worker on a workspace another job already holds is refused with the holder's info — never silently queued. Refusals are readable errors: wait or re-scope, don't bypass.
📋 Jobs Board
The DSH Crew panel doubles as a jobs board: every worker job — running or finished — is listed with tier, effort, live progress and tokens, held workspaces show their holders, and a job that vanishes mid-flight (e.g. a hub restart) is surfaced as an orphan ghost instead of disappearing silently.
🔌 Custom Providers
Bring your own endpoint (Base URL + API key + models) or a local command template. Each provider has a connectivity test that checks reachability and auth, then makes one real vision call so you find out now, not mid-task.
📦 One-Click Install
The settings page installs and updates the Claude Code plugin, the Codex role files and the Antigravity / Grok agents, skills and commands for you — marketplace registration, permission allowlist, HUD wiring, absolute paths rendered for this machine — and restores them just as easily. Every settings file is backed up first.
How it works
Claude Code / Codex / Antigravity / Grok (orchestrator, keeps its own model)
└─ ds-flash / ds-pro ← native subagent shell (progress shows in the host's task UI)
└─ MCP: dsh_run_worker(tier, effort, cwd, worker=)
├─ worker="agy"/"grok" → that external CLI runs the task (explicit opt-in)
├─ hub reachable → session inside DSH (visible in the Web UI, grouped by cwd)
└─ otherwise → dsh-jsonrpc-agent runtime (worker.cordis.yml)
└─ DeepSeek V4 Flash / Pro (DSH SDK, event stream → progress and token stats)
One run, two views
Dispatch fans out. Below, eighteen workers translate this README in parallel: the host counts them as its own subagents, while the harness runs them as real sessions.
Install
Install into a DSH profile from npm:
dsh plugin --profile web add @zseven-w/dsh-crew@latest
dsh web
Or, for local development straight from the source tree:
dsh plugin --profile web add link:/path/to/dsh-crew
dsh web
The link: protocol symlinks the profile dependency to this repository, so rebuilds are visible immediately.
Configure DeepSeek credentials (standalone only)
In hub mode — the installation above — workers run inside the DSH instance and use the DeepSeek credentials it is already configured with. Nothing else to set up.
Only the standalone fallback needs a key of its own: dispatching from a host with no DSH instance running launches a worker runtime as a separate process. Obtain an API key from platform.deepseek.com and write it to ~/.config/dsh-crew/.env:
DEEPSEEK_API_KEY=sk-...
Verify
node scripts/smoke.mjs
The smoke test dispatches one cheap job through whichever path is available — the hub when a DSH instance is running, standalone otherwise — and prints which one it used. Within about ten seconds you should see smoke test passed — configuration OK. On failure the reason is printed, scoped to the path that was tested.
Then open Settings → DSH Crew and install the host integrations — Claude Code, Codex, Antigravity, Grok — with one click, or drive the same installer from the command line:
node src/install/cli.mjs claude # Claude Code plugin: marketplace + permissions + HUD segment
node src/install/cli.mjs codex # Codex agents + prompts
node src/install/cli.mjs agy # Antigravity MCP config + agents + skills
node src/install/cli.mjs grok # Grok MCP config + agents + commands
node src/install/cli.mjs all # all four hosts at once
# uninstall symmetrically (uninstall-claude | uninstall-codex | uninstall-agy | uninstall-grok):
node src/install/cli.mjs uninstall-claude
Background and terminology
- DSH (DeepSeek Harness): DeepSeek's open-source agent harness, a code agent in Web UI form, similar to Claude Code but driving DeepSeek models.
- MCP (Model Context Protocol): Anthropic's AI tool integration protocol, enables LLMs to safely call external tools and data sources.
- Cordis bundle: DSH's plugin format; this project can run standalone as an MCP service or install into DSH Web as hub mode.
- tier: capability tier — which slot of DSH's configured model roster a worker gets.
flashis fast and cheap (simple tasks),proreasons harder (complex problems). Today they map to DeepSeek V4 Flash and V4 Pro; swap models in DSH and nothing changes here. - worker: the DSH agent doing the work — a full session with its own tools, sandbox and preset, not a bare model call.
- effort: reasoning strength,
off= no reasoning,high= high reasoning investment,max= maximum reasoning investment.
Claude Code
Installation
One-click installation (choose one):
- DSH settings page (when hub mode is installed): Settings → DSH Crew → "Install to Claude Code"
- Command line:
node src/install/cli.mjs all
Both do the same thing: register local marketplace (the repo itself, via .claude-plugin/marketplace.json) + claude plugin install + MCP tool permission allowlist + claude-hud worker status segment config (auto-backup settings.json before changes, idempotent). Restart the session after installation for changes to take effect.
Usage
- Directly in conversation, say "dispatch X to ds-flash" or "dispatch X to ds-pro", and subagent executes the task
- Dispatch count and real-time progress shown in Claude Code task UI
- HUD status line segment:
⚙dsh 1▶pro 2m14s 21.7k/606 ✓3(current tier / elapsed time / token usage / completion count)- For local development,
statusline/statusline.shorstatusline/worker-segment.shcan be independently integrated
- For local development,
- Long-running tasks: CC has timeout limits on MCP calls (
MCP_TOOL_TIMEOUTadjustable), long tasks can have orchestrator usedsh_spawn_worker+dsh_worker_result(wait_seconds)polling - Local development and debugging:
claude --plugin-dir /path/to/dsh-crewto temporarily load
Session commands
These override the global defaults for the current session only, and are enforced at the tool layer rather than by prompting:
| Command | What it does |
|---|---|
/dsh-crew:config | Show or set this session's defaults: tier=flash|pro, effort=off|high|max, mode=auto|hub|standalone, timeout=<seconds>, policy=auto|flash-only|pro-only, escalate=true|false, origin_depth_limit=<1-32>, `preset_flash/preset_pro=<preset id |
| /dsh-crew:on · /dsh-crew:off | Turn dispatch for this session on or off (off is a hard switch: the tool refuses) |
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dsh-crew is a Claude Code plugin with 3 hand-picked skills, indexed on Flowy in the Agent Orchestration category. Install it with the command on its page. It includes dsh-config, dsh-playbook, dsh-status. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.
- What is dsh-crew?
- DeepSeek Harness (DSH) plugin: dispatch work to DSH agents from Claude Code / Codex — native subagent progress, in-host worker sessions with per-tier presets, and a multimodal bridge that lends the text-only harness vision and image generation.
- How do I install dsh-crew?
- Run these in Claude Code: /plugin marketplace add ZSeven-W/dsh-crew then /plugin install dsh-crew@dsh-crew. Then prompt normally.
- Does dsh-crew auto-invoke its skills?
- Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.
- Is dsh-crew free?
- Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.
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