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
forkprobe
Jayden-X-L/forkprobe
forkprobe is a tool for DeepSeek Harness. Compare multiple skills on the same task and pick the winner.
- Stars
- 71
- Forks
- 5
- Issues
- 1
- Update
- 73 days
REVIEW SCORECARD
Review Scorecard
7.8/10Average
License compliance9.0
Engineering quality6.6
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
7.0/10Consider
Useful skill-comparison harness with broad scenario coverage, but install steps and engineering rigor are unclear from t
Code quality6
README shows a Mermaid workflow and capability matrix but no tests, CI badges, or dev setup, so engineering rigor cannot be verified.
Security6
No install command is given and the README mentions downloading a skill zip and optional image rendering, but no plaintext secrets or excessive permissions are visible, so a neutral score applies.
Utility8
It addresses a real pain point by running baseline plus multiple candidate skills on the same task and producing a local HTML report with side-by-side outputs and a winner handoff.
Maintenance8
Last updated 2026-08-19, not archived, and the README documents a v1.1 feature addition, indicating active development.
Documentation7
The README explains triggers, workflow, and a detailed scenario/candidate matrix, but the install command is listed as unknown and DSH plugin installation is only linked, not shown.
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 forkprobe used for?
Compare multiple skills on the same task and pick the winner.
How popular is forkprobe?
forkprobe has 71 stars and 5 forks on GitHub, last updated 2026-08-19.
What license does forkprobe use?
forkprobe is distributed under the MIT license.
Is forkprobe compatible with DeepSeek Harness?
forkprobe 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:skill-comparison、skills、agent-workflow、claude-code、research-writing。
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
Agents & sessionsSkill
memsearch
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