dsh-anchored-standard logo
dsh-anchored-standard
★ 3.7k
vs
pyobfus logo
pyobfus
★ 11

dsh-anchored-standard vs pyobfus

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.; pyobfus: pyobfus is a local-first, AST-based Python obfuscator designed to protect Python 3.9–3.14 projects before deployment. It allows developers to obfuscate their code while retaining the ability to reverse-map production tracebacks for debugging.

01

TL;DR

dsh-anchored-standard logo
dsh-anchored-standardDev Tooling · ★ 3.7k

Studying how API-visible tool surface affects agent trajectories

pyobfus logo
pyobfusDev Tooling · ★ 11

Protecting commercial Python applications and intellectual property before distribution.

02

Side-by-Side Comparison

Field
dsh-anchored-standard logodsh-anchored-standard
pyobfus logopyobfus
Category
Dev Tooling
Dev Tooling
Stars
★ 3.7k
★ 11
License
NOASSERTION
Apache-2.0
Install Command
—
pip install pyobfus
Updated
2d ago
2d ago
Open Source
Yes
Yes
Tags
agent-framework, deepseek, deepseek-harness
Python Obfuscation, Code Protection, AST-based
03

Features

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
pyobfus logopyobfus
01AST-based name mangling and import rewriting across entire projects.
02Reversible traceback mapping to debug obfuscated code in production environments.
03Support for string and numeric transforms, along with framework-aware presets.
04Provides reproducible output, syntax verification, and verifiable build reports for transparency.
04

Use Cases

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
pyobfus logopyobfus
↳Protecting commercial Python applications and intellectual property before distribution.
↳Debugging issues in obfuscated production environments by restoring identifiers in tracebacks.
↳Integrating code obfuscation into CI/CD pipelines for automated security and deployment.
↳Reducing the ease of reverse engineering and inspection of client-side Python code.
FAQ

FAQ

What is the difference between dsh-anchored-standard and pyobfus?
Both dsh-anchored-standard and pyobfus are in the Dev Tooling category. dsh-anchored-standard has 3.7k stars, while pyobfus has 11 stars.
Which is better, dsh-anchored-standard or pyobfus?
The best choice depends on your use case. Choose dsh-anchored-standard if Studying how API-visible tool surface affects agent trajectories, and pyobfus if Protecting commercial Python applications and intellectual property before distribution..
Is dsh-anchored-standard free or open source?
Yes, dsh-anchored-standard is open source on GitHub (NOASSERTION).
Is pyobfus free or open source?
Yes, pyobfus is open source on GitHub (Apache-2.0).
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