chopshopr
Strange-loop lab

GEB Skill Loop Lab

Map Gödel, Escher, and Bach into Agent Skills work: proof boundary, visible level crossing, repeatable variation, and handoff receipt.

Gödel

Proof boundary

The skill names what it cannot prove from prose and routes the claim to an outside gate.

Escher

Level crossing

The lab makes each jump visible: user intent, skill package, tool authority, artifact, receipt.

Bach

Canon replay

The workflow returns in multiple voices: description, SKILL.md, references, scripts, assets, evals.

0/100
Gödel

The lab stays tied to the public note and source layers.

Blog route/blog/geb-agent-skills-strange-loops/

Source-backed field note with the GEB-to-skills operating rule.

Remotion sourceremotion/geb-agent-skills-loop/

Deterministic square trailer and frame-plan contract.

HyperFrames sourcegeb-hyperframes-video.html

Seekable DOM composition with external CSS and timeline script.

Automation hookwindow.render_geb_skill_loop_lab_to_text()

Returns a compact JSON summary for browser tests and smoke checks.