Install
No clear install command was found in the current repository evidence.
Plugin Overview & Capabilities
AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.
Key Capabilities
- Zero-model-call deterministic observation and proposal pipeline for session corrections, tool recoveries, and user preferences
- Self-registered DSH skill provider hosting persistent skills under <DSH_HOME>/skills/learned at rank 330
- Comprehensive validation gates (general, actionable, no-incident, routed, novel) and injection/sensitive data sanitization
- Interactive skill lifecycle management suite via tools: learn, learn_review, learn_curator, learn_skill_manage, and learn_skills
- Web client turnTail recap rendering per-turn learning summaries directly beneath conversational responses
- Periodic idle curator for archiving stale skills and reinforcing active lessons based on telemetry
Useful For
- Automatically persisting environment-specific facts, tool recovery fixes, and durable user preferences across DSH sessions
- Preventing recurring agent mistakes by converting runtime bug workarounds into standard SKILL.md rules
- Managing and curating long-term agent memory without polluting session prompt contexts or invalidating prefix caches
Who It Fits
- DeepSeek Harness power users seeking cross-session memory without LLM prompt overhead
- Developers building robust multi-step agent workflows needing persistent tool recovery strategies
Documented Limitations
- Requires manual package installation or bundle configuration until published to an automated package index
- Skill creation requires explicit model actions or unambiguous user remember requests; passive review generates proposals only
- Client turn tail receipts require the web platform client bundle and only track write actions from compatible runtime events
DSH Compatibility
Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.
Security Signals
Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.
package.json declares 0 runtime, 0 development, 0 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as MIT.
A root package.json was captured and can be inspected by the registry.
Public GitHub source metadata is available for this registry snapshot.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- xiex16070-jpg/dsh-learn
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- 6a13e31 · 2026-10-18
This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.
Repository Activity
- GitHub stars
- 1GitHub stars
- Forks
- 0
- Open issues
- 0
- Last commit
- 2026-10-10
- Last release
- 2026-10-06
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