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DeepSeek Harness Best Practice

A plugin-based port of the claude-code-best-practice methodology to DeepSeek Harness (DSH) — an AI agent runtime built around Cordis plugin composition.

Key Takeaway

Nearly every concept from Claude Code best practices maps onto DSH without modifying the DSH core. The implementation spans two layers:

• Static composition: agent preset (cordis.yml) — Skills, Subagents, permissions, prompt injection
• Dynamic Cordis plugins: Hooks (event subscriptions), Status line / audio feedback (Client Slot UI)

See reports/claude-code-to-dsh-mapping.md for the full item-by-item mapping.

Repository Layout

Path	Contents
plugins/notify-hooks/	Event notification center: Host event subscriptions → top-right toast + sound alert (the DSH counterpart of Claude Code hooks sound notifications)
presets/best-practice/	Best-practice agent preset: full standard feature set + distilled work-discipline persona injection
examples/weather-orchestrator/	A workflow port of the Command→Agent→Skill orchestration chain (with real run artifacts)
reports/claude-code-to-dsh-mapping.md	Item-by-item mapping analysis of 10 concepts + implementation roadmap

Mapping at a Glance

Claude Code	DSH	Approach
Skills / Commands	Native skill catalog	⭐ Works out of the box
Subagents	subagent / workflow tools	⭐⭐ Light adaptation
Hooks (20+ event points)	Cordis Events + dynamic plugins	⭐⭐⭐ See plugins/notify-hooks
Memory (CLAUDE.md / rules)	Hindsight + CLAUDE.md injection	⭐ Better solution already available
Ralph Wiggum loop	ralph / goal tools	⭐ Built in
Scheduled tasks	dsh-task-board plugin	⭐ Built in
Command→Agent→Skill orchestration	workflow tool (code-level DAG)	⭐⭐ Paradigm upgrade

References

• Methodology source: shanraisshan/claude-code-best-practice (the local framework/ directory is a reference copy of it and is not part of this repository)
• DSH plugin development: dynamic Cordis Plugin (Host events + Client Slot + Package-private RPC)

License

MIT