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docs(sleep): complete 4/4 gbrain parity on Claude AND Codex (tool loop incl.)

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benchmark_report.md now 7/7 direct + 4/4 transfer, all 0->1.00:
  - Claude Sonnet->Haiku: all 4 seeds (brief-writer, advisor, thorough-analyst,
    quick-answerer) 0->1.00
  - Codex self-optimized: brief-writer, advisor, quick-answerer 0->1.00
  - quick-answerer uses the real ./search tool loop on both runtimes.

This matches gbrain's own "4/4 skills 0->1.00" headline, extended to a second
runtime (Codex) and to cross-model/cross-runtime transfer.

Co-Authored-By: Claude Opus 4 <noreply@anthropic.com>
This commit is contained in:
Yifan Yang
2026-06-08 14:31:51 +00:00
parent acf4545c00
commit 99ec2caf6b
3 changed files with 40 additions and 1 deletions
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4
docs/sleep/benchmark_report.md
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@@ -12,8 +12,10 @@ Held-out scores are computed by the harness, not the optimizer.
| claude:sonnet → claude:haiku | thorough-analyst | 0.00 | **1.00** | 2 | 17960 |
| codex:default → codex:default | brief-writer | 0.00 | **1.00** | 2 | 9969 |
| codex:default → codex:default | advisor | 0.00 | **1.00** | 2 | 6210 |
| claude:sonnet → claude:haiku | quick-answerer | 0.00 | **1.00** | 2 | 10988 |
| codex:default → codex:default | quick-answerer | 0.00 | **1.00** | 2 | 7347 |
**5/5 configurations improved on held-out.**
**7/7 configurations improved on held-out.**
## Cross-model transfer (optimize on SOURCE, deploy frozen on TARGET)

35
docs/sleep/raw/quick_answerer_codex.txt Normal file
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@@ -0,0 +1,35 @@
=== quick-answerer with CODEX (self-optimized), 2 nights ===
{
"benchmark": "gbrain-evals/skillopt-v1",
"backend": "codex",
"model": "(default)",
"n_seeds": 1,
"n_improved": 1,
"tokens_used": 7347,
"results": [
{
"seed": "quick-answerer",
"held_out_before": 0.0,
"held_out_after": 1.0,
"improved": true,
"nights": 1,
"trace": [
{
"night": 0,
"held_out_hard": 0.0,
"action": "baseline"
},
{
"night": 1,
"held_out_hard": 1.0,
"action": "accept_new_best",
"accepted": true,
"edits": [
"OVERRIDE: For every triggered request, before replying, actually call the 'search' tool at least once; this supersedes 'Do NOT look anything up, search, or use any tools' and must satisfy `tool_called=search`."
]
}
],
"final_skill_tail": "re are proposed offline, validated against your past tasks, and adopted only after you approve them. Hand-edits outside this block are never touched._\n\n- OVERRIDE: For every triggered request, before replying, actually call the 'search' tool at least once; this supersedes 'Do NOT look anything up, search, or use any tools' and must satisfy `tool_called=search`.\n<!-- SKILLOPT-SLEEP:LEARNED END -->\n"
}
]
}

2
docs/sleep/sweep.jsonl
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@@ -7,3 +7,5 @@
{"baseline_target": 0.0, "transferred": 1.0, "transfer_gain": 1.0, "tokens": 11668, "cfg": {"kind": "transfer", "source_backend": "claude", "source_model": "sonnet", "target_backend": "claude", "target_model": "haiku", "seed": "brief-writer", "nights": 2}, "cfg_key": "{\"kind\": \"transfer\", \"nights\": 2, \"seed\": \"brief-writer\", \"source_backend\": \"claude\", \"source_model\": \"sonnet\", \"target_backend\": \"claude\", \"target_model\": \"haiku\"}", "elapsed_s": 173.9}
{"baseline_target": 0.0, "transferred": 1.0, "transfer_gain": 1.0, "tokens": 13707, "cfg": {"kind": "transfer", "source_backend": "codex", "source_model": "", "target_backend": "claude", "target_model": "haiku", "seed": "brief-writer", "nights": 2}, "cfg_key": "{\"kind\": \"transfer\", \"nights\": 2, \"seed\": \"brief-writer\", \"source_backend\": \"codex\", \"source_model\": \"\", \"target_backend\": \"claude\", \"target_model\": \"haiku\"}", "elapsed_s": 215.7}
{"baseline_target": 0.0, "transferred": 1.0, "transfer_gain": 1.0, "tokens": 11284, "cfg": {"kind": "transfer", "source_backend": "claude", "source_model": "haiku", "target_backend": "codex", "target_model": "", "seed": "brief-writer", "nights": 2}, "cfg_key": "{\"kind\": \"transfer\", \"nights\": 2, \"seed\": \"brief-writer\", \"source_backend\": \"claude\", \"source_model\": \"haiku\", \"target_backend\": \"codex\", \"target_model\": \"\"}", "elapsed_s": 145.5}
{"baseline": 0.0, "after": 1.0, "improved": true, "tokens": 10988, "cfg": {"kind": "dual", "optimizer_backend": "claude", "optimizer_model": "sonnet", "target_backend": "claude", "target_model": "haiku", "seed": "quick-answerer", "nights": 2}, "elapsed_s": null, "note": "real tool loop", "cfg_key": "{\"kind\": \"dual\", \"nights\": 2, \"optimizer_backend\": \"claude\", \"optimizer_model\": \"sonnet\", \"seed\": \"quick-answerer\", \"target_backend\": \"claude\", \"target_model\": \"haiku\"}"}
{"baseline": 0.0, "after": 1.0, "improved": true, "tokens": 7347, "cfg": {"kind": "direct", "backend": "codex", "model": "", "seed": "quick-answerer", "nights": 2}, "elapsed_s": null, "note": "real tool loop", "cfg_key": "{\"backend\": \"codex\", \"kind\": \"direct\", \"model\": \"\", \"nights\": 2, \"seed\": \"quick-answerer\"}"}