dsh-continual-evolve
A DeepSeek Harness plugin for versioned, auditable continual evolution of prompts, memories, skills, and subagent specifications.
Install
$ dsh plugin --profile web add dsh-continual-evolvePlugin 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
- Stores versioned prompt notes, memories, skills, and subagent specifications with provenance and audit events.
- Provides /evolve commands for listing, planning, history, rollback, archive, import/export, goals, logs, skills, and benchmarks.
- Exposes model-facing evolve_list, evolve_add, evolve_update, evolve_delete, and evolve_rollback tools.
- Applies schema validation, atomic persistence, optimistic concurrency, snapshots, and deterministic inverse-operation rollback.
- Injects ranked, non-archived prompt notes and delegation specifications into the system prompt.
- Supports local session scope and global cross-session scope; global edits can require human approval.
- Materializes skill entries as SKILL.md bundles and can hot-mount skill entries as live Cordis plugins.
- Runs benchmark reference and candidate evaluations with code-owned aggregation, non-regressive acceptance, and optional automatic rollback on rejection.
- Writes rotating JSONL plugin logs and supports session-filtered log viewing.
Useful For
- Preserve reusable instructions, facts, and procedures derived from DeepSeek Harness sessions.
- Review, inspect, and roll back changes to persistent harness state.
- Run controlled evolution goals with optional automated review intervals.
- Validate a proposed refinement against repeatable benchmark cases before retaining it.
- Turn stored skill entries into materialized or hot-mounted Cordis capabilities.
Who It Fits
- DeepSeek Harness users managing persistent agent instructions or memories.
- Developers experimenting with auditable agent and prompt evolution workflows.
- Teams that want benchmark-gated refinement and rollback of harness state.
Documented Limitations
- Requires Node.js ^22.19.0 or >=24.0.0.
- Automatic review is disabled by default and, when enabled, makes model calls according to its configured interval.
- Global edits require user approval by default.
- Benchmark evaluation requires users to create benchmark cases and rubrics.
- Prompt injection is bounded and only injects eligible non-archived entries; ranked injection has a per-kind cap.
- The plugin is independent and not affiliated with DeepSeek.
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, 12 development, 4 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.
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
- ZK-Andy/dsh-continual-evolve
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- 71d1d38 · 2026-08-15
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
- 6GitHub stars
- Forks
- 0
- Open issues
- 0
- Last commit
- 2026-08-15
- Last release
- No release detected
Related DSH Plugins
Ranked by overlapping capabilities, use cases, plugin type, categories, and DSH profile.
Schedule self-contained coding tasks to run in fresh DeepSeek Harness Agent sessions.
View plugin →Clone-installable DeepSeek Harness bundle combining first-party plugins, bundled third-party plugins, and optional agent presets.
View plugin →A DeepSeek Harness UI theme package that installs a theme picker and six built-in visual themes.
View plugin →Safe automatic permissions for DeepSeek Harness.
View plugin →