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cross-task-learner
jmagly/aiwgSkill
Enable agent loops to learn from similar past tasks and share patterns across loops
Why this score
This repo hosts 10 skills, so its 224 stars are split between them (about 22 each) for scoring.
Popularity score: 63/100 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 4aa2012704ef, 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 onecross-task-learner jmagly/aiwg · Skill | 63 | ★ 224 | ≈26 always | 16d ago |
| edit-diff-learner dongbeixiaohuo/writing-agent · Subagent Both about learner | 60 | ★ 435 | ≈9 in chat | 16d ago |
| continuous-learner avelikiy/great_cto · Subagent Both about learner and learn | 56 | ★ 103 | ≈87 in chat | 16d ago |
| cross-campaign Obedience-Corp/festival · Skill Both about cross | 54 | ★ 77 | ≈63 always | 16d ago |
| cross-layer-sync ZeroDeng01/sublinkPro · Skill Both about cross | 72 | ★ 1.7k | ≈50 always | 16d ago |
| cross-unit-formula dream-num/univer-workspace · Skill Both about cross | 72 | ★ 2.3k | ≈41 always | 16d ago |