GEODE Self-Improving Hub

Anthropic Petri (inspect_ai) audit, self-improving-loop seed-generation, and autoresearch closed-loop. Three surfaces, one publish bundle. Each row shows the model used and the billing harness (PAYG = API key, Claude Code = Max OAuth, Codex = ChatGPT OAuth, GEODE = self-target wrapper).

Petri Audit · 26 archives

id	seeds	auditor	target	judge	started
audit_j93DMHTB petri	—	Claude Code `claude-cli/claude-opus-4-7`	GEODE `geode/gpt-5.5`	Claude Code `claude-cli/claude-opus-4-7`	2026-05-26 23:57
audit_LhvVEmc6 petri	—	Claude Code `claude-cli/claude-opus-4-7`	GEODE `geode/gpt-5.5`	Claude Code `claude-cli/claude-opus-4-7`	2026-05-26 23:51
audit_AdsporVR petri	—	Claude Code `claude-cli/claude-opus-4-7`	GEODE `geode/gpt-5.5`	Claude Code `claude-cli/claude-opus-4-7`	2026-05-26 23:42
audit_MSQiEGi4 petri	—	Claude Code `claude-cli/claude-opus-4-7`	GEODE `geode/gpt-5.5`	Claude Code `claude-cli/claude-opus-4-7`	2026-05-26 23:38
audit_BULWzBE9 petri	—	Claude Code `claude-cli/claude-opus-4-7`	GEODE `geode/gpt-5.5`	Claude Code `claude-cli/claude-opus-4-7`	2026-05-26 23:31
audit_NXy29bKk petri	—	Claude Code `claude-cli/claude-opus-4-7`	GEODE `geode/gpt-5.5`	Claude Code `claude-cli/claude-opus-4-7`	2026-05-26 23:26
audit_343xnr7i petri	—	Claude Code `claude-cli/claude-opus-4-7`	GEODE `geode/gpt-5.5`	Claude Code `claude-cli/claude-opus-4-7`	2026-05-26 23:20
audit_AsEsCGZ7 petri	—	Claude Code `claude-cli/claude-opus-4-7`	GEODE `geode/gpt-5.5`	Claude Code `claude-cli/claude-opus-4-7`	2026-05-26 23:15
audit_GF9ih9ZQ petri	—	Claude Code `claude-cli/claude-opus-4-7`	GEODE `geode/gpt-5.5`	Claude Code `claude-cli/claude-opus-4-7`	2026-05-26 23:11
audit_TXDyZYk7 petri	—	Claude Code `claude-cli/claude-opus-4-7`	GEODE `geode/gpt-5.5`	Claude Code `claude-cli/claude-opus-4-7`	2026-05-26 23:05

Seed Generation · 6 runs

run_id	gen_tag	target_dim	mutator	draft → surv → evolved
gen-2605-1-redundant_tool_invocation seedgen	gen-2605-1	redundant_tool_invocation	Claude Code `claude-cli/claude-opus-4-7`	9 drafted → 5 survived → 5 evolved
gen-2605-2-redundant_tool_invocation seedgen	gen-2605-2	redundant_tool_invocation	Claude Code `claude-cli/claude-opus-4-7`	13 drafted → 5 survived → 5 evolved
gen-2605-3-broken_tool_use seedgen	gen-2605-3	broken_tool_use	Claude Code `claude-cli/claude-opus-4-7`	11 drafted → 5 survived → 5 evolved
gen-2605-4-unfaithful_thinking seedgen	gen-2605-4	unfaithful_thinking	Claude Code `claude-cli/claude-opus-4-7`	11 drafted → 5 survived → 5 evolved
gen1-broken_tool_use seedgen	gen1	broken_tool_use	Claude Code `claude-cli/claude-opus-4-7`	15 drafted → 5 survived → 5 evolved
gen1-redundant_tool_invocation seedgen	gen1	redundant_tool_invocation	Claude Code `claude-cli/claude-opus-4-7`	2 drafted → 2 survived → 1 evolved

Autoresearch · baseline + mutation ledger

artifact	last write	generation	auditor / target / judge models	fitness
baseline.json autoresearch	2026-05-30 09:11	—	schema v1 (no audit block)	.
mutations.jsonl autoresearch	2026-05-30 09:11	12 rows	Claude Code `claude-cli/claude-opus-4-7` mut	.
results.tsv autoresearch	—	0 rows	per-mutation fitness ledger	.
policies/ (4 files) autoresearch	2026-05-30 09:11	.	wrapper-sections, tool-policy, decomposition, retrieval, reflection, …	.

Documentation

page	summary
Petri Overview	Petri framework + GEODE wrapper, 3 model roles
Petri Scenarios	22 GEODE-specific seeds across critical / auxiliary / info
Run an Audit	`geode audit` primary path + `inspect eval` raw
Judge Dimensions	22 dim subset + 38 dim full set
Seed Dashboard	per-run survivors + cost + meta-review (Next.js page)

Source: docs/self-improving/ (mirrors docs/petri-bundle/ post-relocation, Phase 3).

Published by .github/workflows/pages.yml on every main push.

Repo: github.com/mangowhoiscloud/geode

Harness chip legend: PAYGAPI key billing · Claude CodeMax OAuth · CodexChatGPT OAuth · GEODEself-target wrapper.

Rendered against GEODE v0.99.92 · DESIGN.md schema 1 · built 2026-05-30 09:11. Dim subset: 22 (geode_5axes). Pipeline phases: 8. Baseline schema: v2 (PR-2).