train-convo-steering
Voice-first runtime steering + nightly deep analysis to learn per-user conversation steering priors.
Profile →npx skills add majiayu000/claude-skill-registry --skill train-convo-steering --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
--- name: train-convo-steering description: Voice-first runtime steering + nightly deep analysis to learn per-user conversation priors. triggers: - train convo steering - runtime steering step - train steering nightly provides: - train-convo-steering composes: [, task-monitor] --- # train-convo-steering (Skill v2) Voice-first **runtime steering** + nightly **deep analysis** to learn per-user conversation steering priors. This skill is designed for: - **Live voice**: per-turn inference must be fast and bounded (preset selection, not multi-candidate judging). - **Nightly deep learning**: optional DeepSeek V3 (TEE) judge calls to improve labels and update per-user priors. ## Concepts ### Collaboration State A compact state bucket per turn (`tempo`, `trust`, `alignment`, `affect`, `control`) mapped to `{low, mid, high}`. ### Steering Presets Configuration of response knobs (length, questions, initiative, certainty, grounding) and voice prosody. - `fast_proceed` - `clarify_once` - `trust_repair` - `deep_dive` - `exec_summary_plus_steps` - `socratic` ### Priors Per-user policy map `state key -> best preset` learned from reinforcement signals (user feedback, latency, DeepSeek judge). ## C
- Concepts
- Collaboration State
- Steering Presets
- Priors
- Commands
- Runtime (voice-first)
- Nightly
- Memory Integration (memoryintegration.py)
- Pre-hook: recalluserpriors(userid, k=10)
- Post-hook: learnconversationprior(userid, priortype, value, confidence, context)
- Post-hook: learnnightlysummary(userid, globalbestpreset, trainingrows, ...)
- Bridge Keywords
- Configuration
What does the train-convo-steering skill do?
Voice-first runtime steering + nightly deep analysis to learn per-user conversation steering priors.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill train-convo-steering --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.