@max-null/dsh-habit
Self-learning habit engine for the DeepSeek Harness — observes user-correction
signals from session events, judges habits with a low-cost model on threshold,
and settles candidates behind a two-level human gate. No new agent role: the
judgment is an event-driven plugin, immune to context decay.
The loop
① observe session/event → correction-signal detection (deterministic, zero-token)
② judge >=3 signals in one session → one flash call (evidence slices + existing habits)
③ settle candidate zone → user confirms → dsh-memory remember() (suggested)
→ user confirms again → auto → recall injection
Compose
- id: habit
name: '@max-null/dsh-habit'
Requires storage and llm in the host composition (dsh-base ships both).
Installs as a bundle: dsh plugin --profile <name> add @max-null/dsh-habit.
Service
ctx.habit — the engine:
snapshot() → candidates (newest first)confirm(id) / discard(id) → first-level human gate- (the second gate is dsh-memory's own suggested→auto confirmation)
Config
| Field | Default | Meaning |
|---|
signalThreshold | 3 | Correction signals before one judgment call |
provider | deepseek-official | Judgment model provider |
model | deepseek-v4-flash | Judgment model (cheap, deterministic) |
storageRoot | $DSH_HOME/storages/habit | JSON storage root |
Design notes
- Deterministic observation, LLM on demand: correction detection is a
fixed phrase list + length cap (task descriptions are not corrections);
the LLM only runs when a session accumulates enough signals.
- Two-level human gate: candidates must be confirmed in the UI AND then
pass dsh-memory's own suggested→auto gate. The model can never promote its
own habits.
- Narrow input for quality: the judgment call gets at most 5 evidence
texts plus the existing habit list — judgment quality comes from precise
context, not volume.
Develop
npm install --legacy-peer-deps
npm test
npm run typecheck
npm run build
SSID 系列
本插件属于 @max-null/* 插件系列——这一系列共同构成 SSID（思灵 · Seek Soul in Darkness） 桌面体验。SSID 是整合它们的盒：dsh-chat-rail · dsh-chinese-thinking · dsh-draft-polish · dsh-guardian · dsh-habit · dsh-header-unify · dsh-memory · dsh-node-appearance · dsh-plugin-center · dsh-skill-mcp-center · dsh-ssid-panels · dsh-ssid-zh-ui。
This plugin belongs to the @max-null/* family — a set of plugins that together form the SSID (思灵 · Seek Soul in Darkness) desktop experience.
