huangsen e16b52e68b feat(dream): replace digester with abstraction-layer dreamer pipeline ... Reframe digest as the abstract memory layer (details stay in the daily/ resource material; digest holds principles, patterns, precedents reachable via derived_from provenance edges). Replaces the old digester with a 2-phase ReAct workflow + a daily-tick wrapper: - Phase 1 (Dreamer extract): clusters material into orthogonal memory sub-units; each sub-unit maps 1:1 to a digest node (no inner atom enumeration). Biases toward fewer / richer sub-units. - Phase 2 (Dreamer integrate per sub-unit): cross-bucket recall + exactly one write decision (CREATE / UPDATE / SKIP); UPDATE shapes surfaced explicitly (corroborate / refine / correct). - CronDreamer: scans <daily_dir>/<today>.md + <daily_dir>/<today>/** + <resource_dir>/<today>/** and runs dream_one per file. Write tools are proper subclasses of the canonical file_io WriteStep / EditStep with only path-shape + bucket + E-1 edge-conservation rules layered on top: - DigestWriteStep(WriteStep): path = <digest_dir>/<bucket>/<slug>.md, must-not-exist, schema mirrors `write` (path / name / description / content) so frontmatter lands automatically. - DigestEditStep(EditStep): body-only find-and-replace + must-exist + E-1 conservation preflight (refuses if any outbound wikilink would be dropped). Configuration: - Bucket vocabulary structured in code (tuple[{name, description}]); prompt renders the heuristic block at runtime via {buckets}. - digest_dir / daily_dir / resource_dir come from app config (not tool params); prompts use {digest_dir} placeholder. - BaseStep walks class MRO when loading prompts, so subclasses inherit parent yaml without duplication. Tooling: agentscope register_tool_function schemas now wrap in the proper {"type":"function","function":{...}} envelope. OpenAIAsLLM routes base_url through client_kwargs so non-default endpoints work. Smoke: tests4/smoke/{_dreamer_fixture.py,test_dreamer_inproc.py, test_dreamer_cli.sh} drive the end-to-end pipeline. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>		2026-06-01 11:49:21 +08:00
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__init__.py	feat(dream): replace digester with abstraction-layer dreamer pipeline	2026-06-01 11:49:21 +08:00