dsh-rsi
Local memory distillation and skill evolution plugin for DeepSeek Harness.
Install
$ dsh plugin --profile rsi-dev add "$(pwd)"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
- Distills L0-L3 hierarchical chat memory (raw dialogues, atomic facts, scenario memories, user profiles) from session traces
- Extracts and refines reusable skills with versioning and asset support from task trajectories
- Contextually injects memories into model requests with configurable character budget limits
- Exposes evolved skills to DSH using the native skill provider interface (`rsi-<name>`)
- Provides an integrated UI for inspecting, editing, disabling, and rolling back memories and skills
- Isolates workspace assets based on the active session root directory with support for global persona scopes
Useful For
- Retaining project constraints, coding guidelines, and repetitive troubleshooting steps across sessions
- Automatically evolving task automation skills and reusable workflows during daily software development
- Preserving developer preferences and persona across multiple workspaces
Who It Fits
- Developers working on ongoing projects within DeepSeek Harness
- Users seeking continuous context retention without manual prompting
- AI agent builders needing automated skill extraction and memory management
Documented Limitations
- Currently tested primarily via local directory installation and developer builds; package is marked private
- Does not index entire code repositories automatically or build code knowledge graphs
- Background learning consumes host model quota and request budgets according to daily limits
- L2/L3 derived memories cannot be manually edited directly from the UI without trigger reconstruction
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 8 runtime, 4 development, 7 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub did not report an SPDX license for this repository snapshot.
A root package.json was captured and can be inspected by the registry.
package.json declares a prepare lifecycle script that may run during relevant package installation workflows.
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
- lsmax-72/dsh-rsi
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- 2c04481 · 2026-10-03
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
- 2026-10-03
- Last release
- No release detected
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