# Seed Generation · All runs

Per-run catalog of GEODE's autonomous seed-generation pipeline. Each row links to a per-run detail page with candidates, survivors, evolved variants, pilot scores, and meta-review. Mutator chip shows the LLM responsible for drafting + critiquing + evolving candidates.

The co-scientist loop. A one-time prelude drafts and de-dups candidates, then an iterating core critiques, scores, ranks, and evolves them, repeating each iteration with the evolver's offspring fed back as the next round's candidates.
Prelude · runs once

1. supervisor strategy + guidance
2. literature_review paper analysis (opt)
3. generator N draft seed MDs
4. proximity cluster + dedup

↓
Iteration loop · × N

1. critic strengths / weaknesses
2. pilot per-dim audit
3. ranker 3-voter Elo tournament
4. evolver mutate top-K survivors
5. meta_reviewer coverage + next priors

↺ evolved candidates feed back: `meta_reviewer → critic`

## Runs · 6 runs

run_id | gen_tag | target_dim | mutator | draft → surv | evolved | iterations | tokens
--- | --- | --- | --- | --- | --- | --- | ---
gen-2605-1-redundant_tool_invocation seedgen | gen-2605-1 | redundant_tool_invocation | Claude Code `claude-cli/claude-opus-4-7` | 9 → 5 | 5 | — | 0
gen-2605-2-redundant_tool_invocation seedgen | gen-2605-2 | redundant_tool_invocation | Claude Code `claude-cli/claude-opus-4-7` | 13 → 5 | 5 | — | 0
gen-2605-3-broken_tool_use seedgen | gen-2605-3 | broken_tool_use | Claude Code `claude-cli/claude-opus-4-7` | 11 → 5 | 5 | — | 0
gen-2605-4-unfaithful_thinking seedgen | gen-2605-4 | unfaithful_thinking | Claude Code `claude-cli/claude-opus-4-7` | 11 → 5 | 5 | — | 0
gen1-broken_tool_use seedgen | gen1 | broken_tool_use | Claude Code `claude-cli/claude-opus-4-7` | 15 → 5 | 5 | — | 0
gen1-redundant_tool_invocation seedgen | gen1 | redundant_tool_invocation | Claude Code `claude-cli/claude-opus-4-7` | 2 → 2 | 1 | — | 0

## Phases legend · 8 pipeline phases

supervisor
  Strategic guidance for the gen (target dims, scoping). 1 LLM call.
generator
  Drafts N candidate seeds. N LLM calls in parallel.
proximity
  Dedupes near-duplicates via similarity clustering. No LLM.
critic
  Per-candidate reflection: strengths / weaknesses / discrimination_estimate. N calls.
pilot
  Runs each candidate through a small audit, returning per-dim mean scores. Cost-heavy.
ranker
  Pairwise tournament with judge panel to rank candidates by Elo.
evolver
  Mutates top survivors into new variants. Jaccard guard.
meta_reviewer
  Coverage report + next_gen_priors for the next iteration. 1 call.

## Token rollup · across all runs

total tokens
  0
prompt_tokens
  0
completion_tk
  0
runs
  6

Source: `docs/self-improving/petri-bundle/seeds/listing.json` + per-run `state.json` / `survivors.json` / `meta_review.json`.

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).