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ace-rsi-toolkit
Prism-Shadow/penguin-harnessSkill
Run ACE (Agentic Context Engineering, Zhang et al. 2025) on an agent the sequential offline way - a Reflector reads each training Trace, a Curator adds the lessons to a playbook of rules the agent reads before every task, and the final playbook is measured on a published Benchmark.
Why this score
This repo hosts 10 skills, so its 2,862 stars are split between them (about 286 each) for scoring.
Popularity score: 73/100 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 21, 2026 at commit 172c9e4c4e43, 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.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneace-rsi-toolkit Prism-Shadow/penguin-harness · Skill | 73 | ★ 2.9k | ≈75 always | 16d ago |
| ace-tool Dianel555/DSkills · Skill Both about ace | 57 | ★ 65 | ≈144 always | 24d ago |
| scenario-ace-step scenario-labs/skills · Skill Both about ace | 69 | ★ 1.1k | ≈126 always | 16d ago |
| Seedance by Ace Data Cloud AceDataCloud/SeedanceMCP · MCP server Both about ace | 54 | ★ 20 | not measured | 4d ago |
| Suno by Ace Data Cloud AceDataCloud/SunoMCP · MCP server Both about ace | 60 | ★ 72 | not measured | 3d ago |
| Nano Banana by Ace Data Cloud AceDataCloud/NanoBananaMCP · MCP server Both about ace | 56 | ★ 7 | not measured | 4d ago |