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harness

agentscope-ai/agentscope-javaSkill

Four-layer skill composition, skill marketplaces, the self-learning loop

ScannedSkillSource: GitHub
6,045 stars Updated 16d ago License Apache-2.0 Context ≈20 tokens always loaded
78popular

Why this score

Stars19/35
Usage (forks)9/15
Upkeep25/25
License15/15
Owner history10/10

This repo hosts 10 skills, so its 6,045 stars are split between them (about 605 each) for scoring.

Popularity score: 78/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

Security

Scanned Oct 20, 2026 at commit 2c6d0eb0be38, with Cisco's open-source skill-scanner.

None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

Alternatives

Other makers' add-ons that do the same job, next to this one.

NameScoreStarsContextUpdated
This oneharness agentscope-ai/agentscope-java · Skill 78★ 6.0k≈20 always16d ago
harness-creator walkinglabs/learn-harness-engineering · Skill Both about harness 86★ 21k≈27 always1mo ago
harness-eval HKUDS/OpenHarness · Skill Both about harness and loop 80★ 16k≈74 always5mo ago
integrate-harness a5c-ai/babysitter · Skill Both about harness 66★ 1.9k≈54 always2mo ago
brooks-harness hyhmrright/brooks-lint · Skill Both about harness 69★ 1.5k≈23 always16d ago
harness-optimizer affaan-m/ECC · Subagent Both about harness 90★ 284k≈29 in chat16d ago