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Ingester framework: LoreIngester ABC + adapters #16
Description
Description
Auto-ingest knowledge from external tools at session end and on schedule.
LoreIngester ABC
class LoreIngester(ABC):
trigger: Literal["hook", "scheduled", "manual"]
review_policy: Literal["immediate", "pr_based"]
@abstractmethod
def detect(self, project_dir: Path) -> bool: ...
@abstractmethod
def extract_delta(self, since: datetime | None) -> list[KnowledgeEntry]: ...
@abstractmethod
def transform(self, entries: list[KnowledgeEntry]) -> list[KnowledgeEntry]: ...
@abstractmethod
def load(self, entries: list[KnowledgeEntry]) -> None: ...Session-End Auto-Detection
session ends → hook fires → detect local sources:
.wolf/ exists? → OpenWolfIngester
reasons.db exists? → ReasonsDBIngester
MEMORY.md exists? → OpenClawIngester
→ ingest deltas, log summary
Adapters
| Source | Trigger | Review | Detect |
|---|---|---|---|
| ReasonsForge | hook + manual | Immediate (pre-verified) | `reasons.db` exists |
| OpenWolf | hook | PR-based | `.wolf/` exists |
| OpenClaw | hook | Immediate (personal) | `MEMORY.md` exists |
| sdlc-mcp | scheduled + manual | Immediate (human-authored) | MCP config found |
| context-server | scheduled + manual | Immediate | DB path configured |
| Jira | scheduled | PR-based | Jira project configured |
CLI
`lore ingest --source [--since ]`
Provenance
Each ingested entry: `ingested_from` field + source-specific metadata.
Acceptance
- LoreIngester ABC defined
- Session-end hook auto-detects local sources
- At least 2 adapters implemented (ReasonsForge + OpenWolf)
- `lore ingest` CLI works
- Provenance tracking on every ingested entry
- Dedup via cosine distance on ingest
Dependencies
- MVP complete
- Hybrid search: EmbeddingProvider ABC + sqlite-vec + RRF #14 (hybrid search — dedup on ingest uses cosine distance)
Activity
itdove commentedon Jul 26, 2026
Pull request created: #81
itdove commentedon Jul 26, 2026
✅ Session Complete
Project: lore
Goal: #16: Ingester framework: LoreIngester ABC + adapters
Time Spent:
0h 28m total
Branch: 16
Already done — implemented that while you were typing.
Config added to
src/lore/config/models.py:Wired into:
detect_ingesters()in registry — skips names indisabled_sourcescfg.ingest.enabledbefore running, passesdisabled_sourceslore ingest --detect— respects config tooConfig example (in global or project
lore.json):{ "lore": { "ingest": { "enabled": true, "disabled_sources": ["reasonsforge"] } } }Set
"enabled": falseto turn off all auto-ingestion on session-end hooks. Or selectively disable specific sources viadisabled_sourceslist.Generated by DevAIFlow
Merge pull request #81 from itdove/16