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 & sessionsPlugin
dsh-magic-context
xiaohj233/dsh-magic-context
dsh-magic-context is a tool for DeepSeek Harness. Magic Context — community port to DeepSeek Harness (DSH). Shared SQLite memory across harnesses, harness='dsh' row isolation.
- Stars
- 4
- Forks
- 0
- Issues
- 0
- Update
- 43 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
7.8/10Consider
Solid community port of Magic Context to DSH with strong tests and docs, but early-stage (v0.1.1) and niche.
Code quality8
README reports 177/177 dsh-plugin tests plus 14/14 adapter-api tests and zero typecheck errors, with an E2E environment and contract-gate upgrade checks.
Security7
Install uses a pinned GitHub dependency and a local SQLite path with no download-and-execute or plaintext-secret patterns shown, but no independent security audit is visible.
Utility9
Solves a real need by sharing one SQLite memory store across DSH, OpenCode, and Pi with harness='dsh' row isolation, plus knowledge injection and context management.
Maintenance8
Last updated 2026-08-21, not archived, versioned releases (v0.1.0/v0.1.1) and an explicit DSH 0.1.0-rc.6 compatibility baseline indicate active upkeep.
Documentation7
README covers install, setup/doctor, preset selection, prerequisites, and constraints with links to FEATURES.md and E2E docs, though it is bilingual and moderately dense.
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 repositoryINSTALL REFERENCE
Install reference
dsh plugin --profile <name> installThis command was extracted from an explicit README install reference and is display-only; the DSH host will not execute it automatically.
PROJECT TOPICS
Project topics
VALIDATION LADDER
Validation progress
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending
FAQ
Frequently Asked Questions
What is dsh-magic-context used for?
Magic Context — community port to DeepSeek Harness (DSH). Shared SQLite memory across harnesses, harness='dsh' row isolation.
How popular is dsh-magic-context?
dsh-magic-context has 4 stars and 0 forks on GitHub, last updated 2026-08-21.
What license does dsh-magic-context use?
dsh-magic-context is distributed under the MIT license.
Is dsh-magic-context compatible with DeepSeek Harness?
dsh-magic-context 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 typePlugin
Feature categoryAgents & sessions
Rule confidenceHigh
The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:magic-context、memory。
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Tianshu is a terminal coding agent runtime built on the harness project (Tui X Gui), with prefix-cache engineering optimization for DeepSeek V4 (measured steady-state hit rate of 97–99% in long sessions) and deep adaptation. It breaks out of the traditional AI coding assistant's limit of treating the LLM merely as a tool, and is built on a cognitive virtual machine (CVM), a self-awareness layer and Stigmergy self-decaying memory, making the AI a development partner with independent judgment and cognitive safeguards.
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adoresever
Deepseek Harness, Openclaw knowledge graph memory plugin. Invited to present at Tsinghua University seminar in April 2026. Knowledge Graph + Memory；Knowledge Graph Context Engine for OpenClaw — extracts structured triples from conversations, compresses context 75%, enables cross-session experience reuse
Structure check pending
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