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factory-lookback

BuilderIO/skillsSkill

Experimental workflow for auditing recurring feedback, telemetry, errors,

ScannedSkillSource: GitHub
4,604 stars +34 this week Updated 21d ago License MIT Context ≈23 tokens always loaded
75popular

Why this score

Stars19/35
Usage (forks)6/15
Upkeep25/25
License15/15
Owner history10/10

This repo hosts 10 skills, so its 4,604 stars are split between them (about 460 each) for scoring.

Popularity score: 75/100 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 20ff8a101fe8, 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 onefactory-lookback BuilderIO/skills · Skill 75★ 4.6k≈23 always21d ago
deck-factory gongnyang/deck-factory · Skill Both about factory 59★ 78≈15 always4mo ago
agent-factory alirezarezvani/claude-code-skill-factory · Skill Both about factory 54★ 889≈53 always12mo ago
theme-factory anthropics/skills · Skill Both about factory 91★ 182k≈69 always26d ago
content-factory huytieu/COG-second-brain · Skill Both about factory 65★ 1.3k≈61 always1mo ago
llama-factory Orchestra-Research/AI-Research-SKILLs · Skill Both about factory 77★ 14k≈35 always25d ago