Start with the work
Describe a task or tracked Git change and set a hard declared estimator budget.
LOCAL-FIRST CONTEXT COMPILER
Change it before the agent starts coding.
Real RepoBound Studio · deterministic session fixture · no coding model executed
ONE CONTEXT, FOUR SURFACES
THE WORKBENCH
RepoBound finds a bounded proposal, records what was selected or dropped, and keeps the evidence close to the decision.

Describe a task or tracked Git change and set a hard declared estimator budget.
Selected and dropped files remain inspectable. Coverage is captured evidence, not completeness.
Create a new immutable result, compare the transition, and verify against current safe sources.
CONTEXT SNAPSHOT
Generated locally from a real Capsule. It reports task, budget, selection, and recorded evidence—never agent-success or productivity claims.
Inspect this case →
PROOF, NOT PROMISES
Task Context. Review Context. Context Debugging. Each case is generated from the actual RepoBound product path and preserves its claim boundary.
Enter the Proof Lab →Offline evaluation measures context selection. Historical results are mixed; coding-agent success is not measured. V1 remains public. No compiler or ranking changes are part of this visual system.
Measured evidence ↗No model call, telemetry, account, or source upload is required. Studio binds loopback with a private capability. History stores metadata, not source archives.
Security boundaries ↗START IN YOUR REPOSITORY
RepoBound v0.5.1 requires Node.js >=24.15 <25.
npm install -g @kallist/repobound
repobound studioThe historical @kallist/contextforge@0.5.0 package remains available but deprecated. It owns the old contextforge command; RepoBound owns repobound.