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
clutch-dsh
Cerbur/clutch-dsh
clutch-dsh is a tool for DeepSeek Harness. Open-source DSH plugins for DeepSeek Harness: Git Worktree session management, Session Title and Fireworks (celebration effects), for AI coding workflows.
- Stars
- 33
- Forks
- 3
- Issues
- NaNm
- Update
- 20 days
REVIEW SCORECARD
Review Scorecard
8.0/10Good
License compliance9.0
Engineering quality6.5
Content completeness7.0
Repository scale7.0
Maintenance activity9.0
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
Worth AI Review
7.8/10Recommended
A well-structured, actively maintained DSH plugin monorepo offering useful worktree, title, discuss, and fireworks featu
Code quality8
README documents a pnpm workspace with check, build, test, lint, typecheck, and format scripts plus a documented package/patch structure, indicating solid engineering rigor.
Security7
No download-and-execute patterns, plaintext secrets, or excessive permissions are visible; installs are via standard `dsh plugin add` from npm or local paths, though no security specifics are given.
Utility8
Provides Git Worktree session management, session titles, structured brainstorming via /discuss, and celebration effects that address real AI coding workflow pain points.
Maintenance8
Last updated 2026-09-08, not archived, MIT licensed, and includes release guides and per-package docs suggesting ongoing maintenance.
Documentation8
README clearly lists installable plugins with screenshots, install commands, local dev steps, workspace structure, and links to authoring/release guides and per-package READMEs.
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 web add @cerbur/clutch-dsh-worktreeThis 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 clutch-dsh used for?
Open-source DSH plugins for DeepSeek Harness: Git Worktree session management, Session Title and Fireworks (celebration effects), for AI coding workflows.
How popular is clutch-dsh?
clutch-dsh has 33 stars and 3 forks on GitHub, last updated 2026-10-10.
What license does clutch-dsh use?
clutch-dsh is distributed under the MIT license.
Is clutch-dsh compatible with DeepSeek Harness?
clutch-dsh 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 confidenceMedium
The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:No valid category tags。
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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
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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