AgentIndex icon
AgentIndex
Ornn logo
Ornn
★ 20
vs
dsh-anchored-standard logo
dsh-anchored-standard
★ 3.7k

Ornn vs dsh-anchored-standard

Ornn: Ornn is an agent-facing skill lifecycle API — the npm registry and CLI fused into one, but for AI agent skills. Agents call Ornn directly over HTTP or MCP to search, pull, install, execute, build, upload, and share skills. It is model-agnostic, working with Claude, GPT, Gemini, or any custom runtime. Designed for agentic-system builders who want to manage reusable skills programmatically rather than hardcoding capabilities into each agent.; dsh-anchored-standard: dsh-anchored-standard is a set of community DeepSeek Harness agent presets that start a session under the Minimal condition, then promote to a small resident tool catalog and unlock heavier Standard tools on demand. It was tuned for DeepSeek V4 Pro and was frozen on 2026-09-10 after that model's retirement; new issues and PRs are no longer accepted.

01

TL;DR

Ornn logo
OrnnDev Tooling · ★ 20

Building an agentic system where agents can discover and install new capabilities at runtime

Read Ornn full review →
dsh-anchored-standard logo
dsh-anchored-standardDev Tooling · ★ 3.7k

Studying how API-visible tool surface affects agent trajectories

Read dsh-anchored-standard full review →
02

Side-by-Side Comparison

Field
Ornn logoOrnn
dsh-anchored-standard logodsh-anchored-standard
Category
Dev Tooling
Dev Tooling
Stars
★ 20
★ 3.7k
License
Apache-2.0
NOASSERTION
Install Command
git clone https://github.com/ChronoAIProject/Ornn.git
—
Updated
3w ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent, agent-framework, ai-agents
agent-framework, deepseek, deepseek-harness
03

Features

Ornn logoOrnn
01Full skill lifecycle: search, pull, install, execute, build, upload, share
02HTTP and MCP transport — agents call directly without human intermediation
03Model-agnostic: works with Claude, GPT, Gemini, or any custom runtime
04NyxID-based authentication for skill ownership and access control
05Web UI for skill owners and platform admins (secondary surface)
dsh-anchored-standard logodsh-anchored-standard
01Base mode, two live-anchor variants and one seeded prefab mode
02Two-phase bootstrap: Minimal-aligned start, then full Standard tools
03context-gate unified injection control
04Published dose-response data on discovery tools
04

Use Cases

Ornn logoOrnn
↳Building an agentic system where agents can discover and install new capabilities at runtime
↳Publishing reusable agent skills for other developers to consume via API or MCP
↳Managing a library of agent skills that multiple AI apps share
dsh-anchored-standard logodsh-anchored-standard
↳Studying how API-visible tool surface affects agent trajectories
↳Reusing the context-gate and prefab pipeline in other harness setups
FAQ

FAQ

What is the difference between Ornn and dsh-anchored-standard?
Both Ornn and dsh-anchored-standard are in the Dev Tooling category. Ornn has 20 stars, while dsh-anchored-standard has 3.7k stars.
Which is better, Ornn or dsh-anchored-standard?
The best choice depends on your use case. Choose Ornn if Building an agentic system where agents can discover and install new capabilities at runtime, and dsh-anchored-standard if Studying how API-visible tool surface affects agent trajectories.
Is Ornn free or open source?
Yes, Ornn is open source on GitHub (Apache-2.0).
Is dsh-anchored-standard free or open source?
Yes, dsh-anchored-standard is open source on GitHub (NOASSERTION).
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Related

Alternatives to Ornn →Alternatives to dsh-anchored-standard →Ornn details →dsh-anchored-standard details →