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feat: add a representative eval dataset suite and labeling contract for the Python backend

apiPython backendPython backend

docsImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

Status: Open.

#185 In maehwasoo/AILSS;

· maehwasoo opened on Mar 15, 2026

feat: add an optional local reranker on top of OpenAI embeddings

enhancementNew feature or requestNew feature or request

monorepoCross-cutting changesCross-cutting changes

Status: Open.

#184 In maehwasoo/AILSS;

· maehwasoo opened on Mar 15, 2026

refactor: split python backend and plugin orchestration boundaries

monorepoCross-cutting changesCross-cutting changes

pluginObsidian pluginObsidian plugin

refactorCode structure improvement without behavior changeCode structure improvement without behavior change

Status: Open.

#183 In maehwasoo/AILSS;

· maehwasoo opened on Mar 15, 2026

feat: add an optional PostgreSQL/pgvector migration path after the SQLite baseline

coreCore packageCore package

enhancementNew feature or requestNew feature or request

indexerIndexer CLIIndexer CLI

mcpMCP serverMCP server

monorepoCross-cutting changesCross-cutting changes

opsCI / workflows / repo opsCI / workflows / repo ops

pluginObsidian pluginObsidian plugin

Status: Open.

#178 In maehwasoo/AILSS;

· maehwasoo opened on Mar 14, 2026

feat: add optional Redis-backed local queue for later-phase background work

enhancementNew feature or requestNew feature or request

mcpMCP serverMCP server

monorepoCross-cutting changesCross-cutting changes

opsCI / workflows / repo opsCI / workflows / repo ops

pluginObsidian pluginObsidian plugin

Status: Open.

#176 In maehwasoo/AILSS;

· maehwasoo opened on Mar 14, 2026

feat: compact large write-tool payloads in tool-call logs

enhancementNew feature or requestNew feature or request

mcpMCP serverMCP server

Status: Open.

#174 In maehwasoo/AILSS;

· maehwasoo opened on Mar 6, 2026

feat: add why-first filters to get_context (layer/status/entity)

coreCore packageCore package

docsImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

mcpMCP serverMCP server

Status: Open.

#173 In maehwasoo/AILSS;

· maehwasoo opened on Mar 2, 2026

docs: define why-first vault profile (How/What/Why contract)

docsImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#172 In maehwasoo/AILSS;

· maehwasoo opened on Mar 2, 2026

feat: support multi-vault Codex profile selection

docsImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

pluginObsidian pluginObsidian plugin

Status: Open.

#171 In maehwasoo/AILSS;

· maehwasoo opened on Feb 22, 2026

feat: add forgetting-candidate recommendations from existing lifecycle signals

coreCore packageCore package

enhancementNew feature or requestNew feature or request

mcpMCP serverMCP server

Status: Open.

#170 In maehwasoo/AILSS;

· maehwasoo opened on Feb 17, 2026

feat: add stable pagination guard and large-note perf follow-ups for read_note

coreCore packageCore package

enhancementNew feature or requestNew feature or request

mcpMCP serverMCP server

Status: Open.

#169 In maehwasoo/AILSS;

· maehwasoo opened on Feb 16, 2026

feat: expand frontmatter_validate to full vault schema validation

coreCore packageCore package

enhancementNew feature or requestNew feature or request

mcpMCP serverMCP server

Status: Open.

#168 In maehwasoo/AILSS;

· maehwasoo opened on Feb 16, 2026