Agents & sessionsSkill
EverOS
EverMind-AI
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
Structure check pending
agent-memoryagentic-aiaichats
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Agents & sessionsSkill
dsh-evolve
chenzheshushi-commits/dsh-evolve
dsh-evolve is a tool for DeepSeek Harness. Self-evolving memory + skill lifecycle for DeepSeek Harness — durable cross-session memory with zero-token deterministic recall, tiered approval, reinforcement learning from repetition, and anti-bloat convergence for both skills and memory.
- Stars
- 5
- Forks
- 0
- Issues
- 0
- Update
- 67 days
REVIEW SCORECARD
Review Scorecard
7.5/10Average
License compliance9.0
Engineering quality5.4
Content completeness7.0
Repository scale7.0
Maintenance activity8.0
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
Worth AI Review
8.0/10Recommended
A well-documented, actively maintained memory and skill-lifecycle plugin with graceful degradation and no obvious securi
Code quality8
README documents a build step, smoke tests, a registration probe, and web-route e2e tests, plus graceful fallbacks when SQLite/FTS5 or git/tar are missing, indicating deliberate engineering.
Security7
No download-and-execute or credential handling is described; the plugin stores data locally, uses an isolated no-tools LLM review pass, and takes reversible backups, though the install command is listed as unknown and the code itself was not inspected.
Utility9
It targets the common and real pain of agents forgetting between sessions, adding durable memory, skill crystallization, tiered approval, and anti-bloat pruning that most memory plugins lack.
Maintenance8
Last updated 2026-08-25, not archived, MIT licensed, and the README references a pinned v0.5.2 release, indicating ongoing releases.
Documentation8
The README covers requirements, install commands, feature behavior, and degradation semantics in detail, though the directory's install command field is unknown and the excerpt is truncated mid-sentence.
Generated by AI after reading the project README — a decision aid, not an endorsement. Neutral scores are given when information is limited.
PROJECT READMEREADMEExpandCollapse
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Open repositoryPROJECT TOPICS
Project topics
VALIDATION LADDER
Validation progress
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending
FAQ
Frequently Asked Questions
What is dsh-evolve used for?
Self-evolving memory + skill lifecycle for DeepSeek Harness — durable cross-session memory with zero-token deterministic recall, tiered approval, reinforcement learning from repetition, and anti-bloat convergence for bot
How popular is dsh-evolve?
dsh-evolve has 5 stars and 0 forks on GitHub, last updated 2026-08-25.
What license does dsh-evolve use?
dsh-evolve is distributed under the MIT license.
Is dsh-evolve compatible with DeepSeek Harness?
dsh-evolve is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.
CLASSIFICATION EVIDENCE
Classification evidence
Project typeSkill
Feature categoryAgents & sessions
Rule confidenceHigh
The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:skills、long-term-memory、memory。
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