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dimitarvdenev b309723baa feat(sleep): add handoff backend — session-executed model calls, no API subprocess (#125)
Adds --backend handoff: the engine runs all deterministic stages and
outsources attempt/judge/reflect to prompt/answer files an interactive
agent session fills between runs (exit 3 = pending batch, re-run to
resume). Deterministic replay + the prompt-hash answer cache make resume
stateless; sentinel detection aborts any call built from unanswered
output so placeholders never reach scores or staging. Session digests
and mined tasks are pinned per night (secret-redacted) so the sessions
answering prompts cannot shift the task set, and LLM mining is routed
through the same handoff files. Ships a /skillopt-sleep-handoff Claude
Code command that answers each prompt in a fresh-context subagent to
protect the held-out gate.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-13 01:23:53 +09:00

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__pycache__/
*.pyc
*.egg-info/
build/
dist/
site/
data/*
!data/README.md
!data/searchqa_id_split/
!data/searchqa_id_split/**
!data/livemathematicianbench_id_split/
!data/livemathematicianbench_id_split/**
!data/docvqa_id_split/
!data/docvqa_id_split/**
!data/officeqa_id_split/
!data/officeqa_id_split/**
!data/spreadsheetbench_id_split/
!data/spreadsheetbench_id_split/**
!data/alfworld_path_split/
!data/alfworld_path_split/**
outputs/
logs/
external/
# SkillOpt-Sleep runtime state (staging proposals, config, diagnostics, cron logs)
.skillopt-sleep/
# SkillOpt-Sleep handoff-backend round data (prompts/answers derived from transcripts)
.skillopt-sleep-handoff/
.skillopt-sleep-handoff.night*.done/
/BabyVision/
/MMRB/
/SpreadsheetBench/
/dl4ir-searchQA/
configs/local/
configs/**/*.local.yaml
*.local.md
*.secret.md
*.bak
.env
.secrets/
.codex_azure*/
# Internal docs (not for open-source release)
docs/ablation_plan.md
docs/ablation_paper_tables.md
docs/ablation_paper_tables.html
docs/experiment_commands.md
docs/slow_update_flowchart.md
docs/session_memory.md
docs/harness_fresh_machine_handoff.md
docs/harness_monitoring_memory.md
docs/harness_reproduction_secrets.secret.md
docs/reflact_conda_env_export.yml
docs/reflact_overview.html
docs/render_ablation_paper_tables.py
docs/让*
.gradio/
.venv
# Local experiment launchers — contain machine-specific endpoints/identities, never commit
tests/run_*.sh
tests/launch_*.py
*.launch.log