Tests, ablation registries, rescore script, and m2 distillation configs that
were left untracked alongside the recent feature commits. Junk excluded
(minion_logs/, oj-debug.oj-debug.json — runtime artifacts).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
mini_swe_agent.py adds recovery nudges so the agent doesn't exit silently
when the cloud model produces an empty turn:
- _loop_cloud_openai: finish_reason='length' with empty content/tool_calls
→ re-prompt instead of breaking. Hit gpt-5-mini on SWE n=100 (caused 0-score
exits with empty final_summary).
- _loop_cloud_gemini: MALFORMED_FUNCTION_CALL / MAX_TOKENS with empty parts
→ same recovery. Hit gemini-2.5-flash on SWE n=100 (24/100 tasks).
Also: proper Gemini Schema-shaped bash tool params, gpt-5-family handling,
missing is_gpt5_family import. 5 regression tests cover both recovery paths
and natural-stop sanity guards.
scripts/ablation/run_sweep.py parse_cell anchors on the n100 suffix and
walks left, so advisors-*-gaia-n100 cells report GAIA as bench instead of
'qwen27b'. Old logic only handled cloud-only/skillorchestra-qwen prefixes
explicitly.
Companion working-tree changes shipped here: Gemini price entries,
baseline_cloud module registration, swebench dataset variant note,
swebench_harness Modal cgroup-v2 patch (file write swallows
FileNotFoundError on cgroup paths so Modal v2 sandboxes don't die).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Adds opt-in `method_cfg.web_search = { enabled, max_uses }` schema and
plumbs the native Anthropic server-side `web_search_20250305` tool
through every hybrid paradigm's GAIA codepath. Default OFF preserves
back-compat with all currently running n=100 cells; only the next
rendered sweep opts in.
Engine layer: `_base.py` gets `build_web_search_tool`, `web_search_cfg`,
and `_call_anthropic_agent` (multi-turn loop with `gaia_max_turns`
default 8). Anthropic cost (`$0.01 / search`) added to `tokens_cloud`.
Per-paradigm wiring (cloud-side Anthropic calls only):
* baseline_cloud: GAIA one-shot upgraded to agent loop with tools
* advisors: executor1 + executor2 passes declare tools
* minions: existing prefetch retained as legacy default; new schema
overrides
* skillorchestra: cloud-route specialist gets tools
* conductor: anthropic worker steps get tools when enabled
* toolorchestra: already used native web_search worker - unchanged,
now surfaces web_search_uses in meta
* archon: thread-local web_search tool injection on Anthropic
ranker/fuser generators
Trace + aggregation:
* Per-row `web_search_uses: int` in results.jsonl
* Summary `web_search_uses_total` in summary.json
* make_report.py adds `web_searches_mean` column to the HTML table
Tests: tests/agents/hybrid/test_web_search_wiring.py - confirms the
tool is declared when enabled, NOT declared when omitted (default),
and gracefully skipped on non-Anthropic endpoints (no fake local
web_search).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
