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Every feature, explained
The real value behind every toggle on this page — so you know exactly what you're unlocking.
Context Generator
Turn plain-language goals into a structured, AI-ready prompt in seconds — with roles, constraints, and formatting baked in.
Context Audit
Score any context file across 7 axes (business, user, product, technical, constraints, workflow, agent readiness) and get concrete fixes.
Context Optimizer
Rewrite prompts for clarity, token efficiency, or maximum quality — with gap analysis and 6-perspective simulations.
Website → Context
Snapshot any URL into a full business blueprint, competitor map, agent playbooks, and drop-in format files. Cached 14 days per URL.
Memory Builder
Persistent workspace memory that every tool reads — brand voice, audience, tech stack, decisions — no repeating yourself.
Versioning & Diff
Track every context change with side-by-side diffs, restore points, and history — like Git for your prompts.
Timeline
See what your team shipped, decided, and changed across all contexts — a single audit-ready activity log.
Workspaces
Isolate projects, clients, or products in dedicated workspaces — each with its own memory, versions, and access controls.
LearnHub
Structured courses and lessons on context engineering, prompt design, and AI workflows — with videos and materials.
Exports
Download context as skills.md, claude.md, .cursorrules, or JSON — drop straight into Cursor, Claude, Copilot, and more.
Bring Your Own Key (BYOK)
Route AI calls through your own OpenAI, Anthropic, or Gemini key. Users without BYOK use our Managed AI Gateway — no setup required.
Inspector
Deep quality inspection that finds missing requirements, ambiguous instructions, and risk coverage gaps before your AI sees them.
Scalable context for your entire organization
ContextLab unifies knowledge, policies, and AI workflows into one auditable context layer teams can share.
Frequently asked questions
Quick answers to the most common ContextLab questions.
Stop starting from zero.
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