01
Structured research
Break research work into explicit retrieval, analysis, synthesis, and output stages instead of treating the task as one opaque model call.
Research intelligence
LegClaw
A structured research and synthesis system built around source-aware workflows, persistent context, governed model use, and reusable outputs.
Public product surface · capability claims should match the current implementation
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LegClaw is an open-source AI research engine built by Legenyx. Your donation directly funds infrastructure, API costs, and ongoing development.
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API Infrastructure
Claude API & compute costs
Feature Development
New search & memory layers
Open Access
Keep core features free
Research intelligence
Research should remain inspectable even when models do the heavy lifting.
This public surface avoids hard-coded provider, privacy, source-count, and performance claims unless the current product evidence supports them.
02
Source-aware synthesis
Keep source material and research context visible so outputs can be inspected against the material that informed them.
03
Reasoning workflow
Route research steps through explicit task logic and system controls rather than granting a model unrestricted authority.
04
Persistent context
Maintain useful research and workspace context in application-controlled state where it can be reviewed and corrected.
05
Bounded authority
Keep permissions, sensitive operations, and production actions outside model confidence and inside deterministic application controls.
06
Structured outputs
Produce research artifacts that can be reviewed, reused, and incorporated into business or technical workflows.
Custom system path
Need a research system for a domain-specific operating problem?
LEGENYX can scope retrieval, sources, permissions, memory, workflow, evaluation, and output contracts around the actual research environment.
Reply within 1 business day
A real engineer reviews every request, not an autoresponder.
Fixed scope before you commit
Written scope, timeline and price before any work starts.
You own everything
Code, data, accounts and infrastructure stay in your name.
Security built in
Layered defenses, access control and review on every release.