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AA1 Labs vs Skillbox

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

AA1 Labs compared with Skillbox
Detail AA1 LabsSkillbox logo Skillbox
What it doesIndependent software studio building tools for researchers and everyday work AI skill manager that keeps your skills together across tools
StageNot given Not given
FoundedNot given Not given
Based inGB US
Pricing modelNot given Freemium
PricingNot given Free: £0/month with core features. Individual: £6.99/month (one person, 7-day trial). Team: £12.99/member/month (billed per active member).
Key features
  • Citation generation and source tracking
  • Chat with PDFs and interactive source graphs
  • Integration with Zotero, Mendeley, EndNote and Bookends
  • AI-powered dictation and text assistant
  • Edge-swipe launcher with organized zones
  • Unified library for importing and organizing skills from multiple sources
  • Source tracking to monitor when skills change and decide whether to update
  • Security review with Cisco Skill Scanner for prompt injection, exfiltration, and obfuscated code
  • Selective skill delivery to specific projects and tools
  • Skill capture to turn successful workflows into reusable skills
  • Skillbox Trim to reduce command output noise from agent context
  • Skillbox AI to draft and review skills with assistance
  • Shared workspaces for team collaboration without forcing skills on individuals
  • Team standards to require specific skills for workspace consistency
  • Weekly workspace usage reports for team admins
What makes it different
  • Designed for how academic work is actually done
  • Clear interfaces and sensible defaults that stay out of the way
  • Long-term maintenance and user migration for evolving products
  • Library remains separate from active setup, delivering only relevant skills to each tool or project
  • Source attachment remembers GitHub or GitLab origin so you can compare versions before updating
  • Security findings and approvals tied to exact version reviewed, not carried forward automatically
  • Shared team skills do not override individual personal libraries
  • Works with existing tools without requiring abandonment of Cursor, Claude Code or repositories
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check2 +2 (up) since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)40
Referring domains (Majestic)10

4 details filled in for both companies.

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