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
SkillCorpus
EverMind-AI/SkillCorpus
SkillCorpus is a tool for DeepSeek Harness. Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.
- Stars
- 202
- Forks
- 37
- Issues
- 3
- Update
- 66 days
REVIEW SCORECARD
Review Scorecard
8.2/10Good
License compliance9.0
Engineering quality7.9
Content completeness8.0
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
7.2/10Consider
A well-maintained, research-backed skill retrieval layer for DeepSeek Harness, but install details are unclear from the
Code quality7
README describes a structured pipeline with curation, safety, license gates, evaluation suites, and separate match/evaluate modules, but no CI, test, or dev-setup details are shown.
Security6
The README mentions safety and license gates and Apache-2.0/MIT licensing, but no install command or permission model is given, so risk cannot be fully assessed.
Utility8
It addresses a real pain point by retrieving vetted SKILL.md procedures into agent context, with benchmark gains reported across SkillsBench, GDPVal, and QwenClawBench.
Maintenance9
Updates are listed through 2026-09-02 with the repo last updated 2026-08-26 and not archived, indicating active development.
Documentation6
The README explains concepts, results, and integrations well, but the install command is unknown and setup steps are not visible in the excerpt.
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 SkillCorpus used for?
Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.
How popular is SkillCorpus?
SkillCorpus has 202 stars and 37 forks on GitHub, last updated 2026-08-26.
What license does SkillCorpus use?
SkillCorpus is distributed under the Apache-2.0 license.
Is SkillCorpus compatible with DeepSeek Harness?
SkillCorpus 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:agent-skills、skill-md、skill-routing、agent-memory、benchmark、embeddings、long-term-memory、semantic-search、vector-search。
Agents & sessionsSkill
MemOS
MemTensor
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
Structure check pending
agentagentic-aiaiai-agents
Agents & sessionsPlugin
harnessrouter
HarnessRouter
HarnessRouter Community Edition: the self-hosted, Apache-2.0 edition of the unified interface for agent harnesses. Run Codex, Claude Code, Hermes, PI, DSH, and more through one API, with sessions, streaming, files, cancellation, and failure handling. Implements the Unified Harness Protocol (UHP), an open standard. Your keys, your infrastructure.
Structure check pending
agent-apiagent-frameworkagent-harnessai-agents
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zilliztech
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
Structure check pending
agentagent-memoryai-agentsclaude-code
Agents & sessionsPlugin
Tianshu-harness
huiliyi37
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.
Structure check pending
ai-agentcoding-agentcontext-managementdeepseek
Agents & sessionsSkill
modsearch
liustack
🥇 The strongest free web search plugin for DeepSeek Harness, and the search bridge for every model without native web access. Free, no signup, no API key. Ask the web or X, get structured JSON evidence. | 🥇 The strongest free web search plugin for DeepSeek Harness across the web, free with no signup and no API key. Adds search for models without web access; ask the web or X and get structured JSON evidence (search, scrape, cite).
Validation record available
agent-skillsagentic-workflowclaude-codeclaude-skills