semantica-agi

Issues somebody may already be working on are listed last. List everything by date

• Add Cheaper Inference as an LLM provider

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  Difficulty 3/5 1-2 days Newbie friendliness 67/100

  semantica-agi/semantica#2044 · Opened Oct 19, 2026

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• [BUG] Relationship endpoints named for a backend are still lost by every exporter but CSV

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  bug ready-to-code

  Difficulty 3/5 1-2 days Newbie friendliness 45/100

  semantica-agi/semantica#2018 · 1 comment · Opened Oct 15, 2026

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• fix(vector-store): make save() consistent with concurrent mutation and erasure

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  bug

  Difficulty 5/5 Over a week Newbie friendliness 35/100

  semantica-agi/semantica#1906 · Opened Oct 5, 2026

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• Explorer: ontology load drops literal annotations on classes and properties, so `/api/ontology/shacl/validate` reports "conforms" without checking them

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  bug

  Difficulty 3/5 1-2 days Newbie friendliness 78/100

  semantica-agi/semantica#1837 · 1 comment · Opened Sep 29, 2026

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• [BUG] Explorer POST /api/import is additive-only; source removals stay in the session and UI edits are never persisted

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  bug

  Difficulty 4/5 3-5 days Newbie friendliness 42/100

  semantica-agi/semantica#1817 · 1 comment · Opened Sep 28, 2026

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• fix(agno): align extraction tools with Entity/Relation schema

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  bug

  Difficulty 4/5 3-5 days Newbie friendliness 45/100

  semantica-agi/semantica#1766 · Opened Sep 27, 2026

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• Fix silent partial results in FileIngestor.ingest_directory

  May be free again @qwist1233-cpu claimed this 9 days ago, and no pull request is open. Open

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  bug

  semantica-agi/semantica#1732 · 1 assignee · Opened Sep 24, 2026

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• feat(mcp_server): let a deployment register extra tools via SEMANTICA_MCP_EXTRA_TOOLS

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  Difficulty 3/5 1-2 days Newbie friendliness 65/100

  semantica-agi/semantica#1722 · Opened Sep 23, 2026

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• [FEATURE] Add NeuG as an optional embedded backend — graph + HNSW vector + bm25 full-text in one engine

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  enhancement

  Difficulty 5/5 Over a week Newbie friendliness 35/100

  semantica-agi/semantica#1672 · Opened Sep 20, 2026

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• [FEATURE] Idempotent (MERGE/upsert) writes for graph_store persistence

  May be free again @keeponlight claimed this 23 days ago, and no pull request is open. Open

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  enhancement

  Difficulty 5/5 Over a week Newbie friendliness 48/100

  semantica-agi/semantica#1667 · 1 comment · Opened Sep 19, 2026

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• [FEATURE] graph_store (Neo4j)-backed ContextGraph for the MCP tool session

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  enhancement

  Difficulty 5/5 Over a week Newbie friendliness 35/100

  semantica-agi/semantica#1663 · 2 comments · Opened Sep 19, 2026

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• [BUG] Decisions workspace "Causal Chain" shows outgoing neighbours of every edge type, not the causal chain

  May be free again @gyroscope1110 claimed this 32 days ago, and no pull request is open. Open

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  semantica-agi/semantica#1652 · 1 comment · 1 assignee · Opened Sep 18, 2026

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• [FEATURE] Push temporal filtering down to the storage layer for fact-level bitemporal queries at 100M+ facts

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  Difficulty 5/5 Over a week Newbie friendliness 28/100

  semantica-agi/semantica#1644 · 2 comments · Opened Sep 18, 2026

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• [FEATURE] Governed writes: extend the proposal/approval flow from ontology schema to graph data

  May be free again @pkupt claimed this 28 days ago, and no pull request is open. Open

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  semantica-agi/semantica#1639 · 3 comments · 1 assignee · Opened Sep 16, 2026

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• [FEATURE] Content-hash-driven incremental re-extraction & carry-forward (update a graph when only part of the source changed)

  May be free again @Besokus claimed this 39 days ago, and no pull request is open. Open

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  enhancement

  Difficulty 5/5 Over a week Newbie friendliness 45/100

  semantica-agi/semantica#1582 · 2 comments · Opened Sep 11, 2026

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• connector: add dbt ingestor (Data transformation / lineage)

  May be free again @sakshi04-ui claimed this 39 days ago, and no pull request is open. Open

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  help wanted integration

  semantica-agi/semantica#1574 · 2 comments · 1 assignee · Opened Sep 10, 2026

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• Integration: list Semantica in Pinecone's integrations/partner ecosystem

  May be free again @sanjanamutkiri claimed this 43 days ago, and no pull request is open. Open

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  help wanted integration starter-friendly

  semantica-agi/semantica#1522 · 2 comments · 1 assignee · Opened Sep 7, 2026

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• Integration: list Semantica in Milvus's integrations ecosystem

  May be free again @sakshi04-ui claimed this 43 days ago, and no pull request is open. Open

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  help wanted integration starter-friendly

  semantica-agi/semantica#1524 · 3 comments · 1 assignee · Opened Sep 7, 2026

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• Integration: build and upstream an AutoGen integration

  May be free again @AaronProbha18 claimed this 39 days ago, and no pull request is open. Open

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  help wanted integration starter-friendly

  Difficulty 5/5 Over a week Newbie friendliness 45/100

  semantica-agi/semantica#1519 · 1 comment · Opened Sep 7, 2026

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• Integration: list Semantica in Qdrant's integrations directory

  May be free again @Sameer6305 claimed this 43 days ago, and no pull request is open. Open

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  help wanted integration medium-scope

  semantica-agi/semantica#1521 · 7 comments · 1 assignee · Opened Sep 7, 2026

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• Integration: upstream the CrewAI integration to CrewAI's own docs

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  help wanted integration starter-friendly

  Difficulty 4/5 3-5 days Newbie friendliness 52/100

  semantica-agi/semantica#1518 · Opened Sep 7, 2026

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• Integration: upstream the Agno integration to Agno's own docs/cookbook

  May be free again @Sravan1011 claimed this 42 days ago, and no pull request is open. Open

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  help wanted integration starter-friendly

  semantica-agi/semantica#1517 · 6 comments · 1 assignee · Opened Sep 7, 2026

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• Integration: build and upstream a LlamaIndex integration

  May be free again @sakshi04-ui claimed this 43 days ago, and no pull request is open. Open

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  help wanted integration medium-scope

  semantica-agi/semantica#1516 · 1 comment · 1 assignee · Opened Sep 7, 2026

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• Integration: upstream the LangChain integration to LangChain's own docs

  May be free again @ALDRIN121 claimed this 32 days ago, and no pull request is open. Open

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  help wanted integration starter-friendly

  semantica-agi/semantica#1515 · 6 comments · 1 assignee · Opened Sep 7, 2026

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• Integration: showcase Semantica in Docling's own ecosystem

  May be free again @Luffy2208 claimed this 42 days ago, and no pull request is open. Open

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  help wanted integration starter-friendly

  semantica-agi/semantica#1514 · 2 comments · 1 assignee · Opened Sep 7, 2026

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• docs: tighten prose in integrations/, graph_stores/, vector_stores/ pages

  May be free again @taljeon claimed this 47 days ago, and no pull request is open. Open

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  documentation good first issue help wanted

  semantica-agi/semantica#1425 · 1 comment · 1 assignee · Opened Sep 3, 2026

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• [FEATURE] Advanced Semantic Layer: ERP-to-Knowledge-Graph pipeline (schema mapping → conflict resolution → ontology → SKOS taxonomy → SHACL → RDF → SPARQL)

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  core deep-work enhancement help wanted integration

  Difficulty 5/5 Over a week Newbie friendliness 32/100

  semantica-agi/semantica#1386 · 1 comment · Opened Sep 2, 2026

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• Enhancement: optional content-integrity screening on ingested data before it becomes graph nodes

  May be free again @csy20 claimed this 32 days ago, and no pull request is open. Open

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  help wanted

  Difficulty 5/5 Over a week Newbie friendliness 38/100

  semantica-agi/semantica#1383 · 4 comments · Opened Sep 2, 2026

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• [FEATURE] Wire store migrate to the cloud backends: facade cannot connect or dispatch writes

  May be free again @ZohaibHassan16 claimed this 50 days ago, and no pull request is open. Open

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  enhancement

  semantica-agi/semantica#1335 · 1 assignee · Opened Aug 31, 2026

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• [FEATURE] Publish official Docker images (docker pull semantica)

  May be free again @sanjanamutkiri claimed this 50 days ago, and no pull request is open. Open

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  enhancement help wanted

  semantica-agi/semantica#1267 · 2 comments · 1 assignee · Opened Aug 30, 2026

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• Scheduled Security Scan is failing on main

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  security-scan-failure

  Difficulty 1/5 1-3 hours Newbie friendliness 74/100

  semantica-agi/semantica#2045 · Opened Oct 20, 2026

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• test: pytest tests/ aborts with 8 collection errors and runs nothing without the optional extras (unguarded bs4, undeclared psutil)

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  bug easy-fix

  Difficulty 3/5 1-2 days Newbie friendliness 35/100

  semantica-agi/semantica#2040 · Opened Oct 18, 2026

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• [BUG] link_decisions in the stdio MCP server (semantica-mcp) is lost on restart

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  bug medium-scope

  Difficulty 2/5 1-3 hours Newbie friendliness 35/100

  semantica-agi/semantica#2038 · 1 comment · Opened Oct 17, 2026

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• [BUG] `validate_skos_hierarchy` silently drops malformed SKOS edges instead of rejecting them

  Possibly taken @pkupt claimed this 3 days ago. Open

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  bug easy-fix

  semantica-agi/semantica#2032 · 1 comment · Opened Oct 17, 2026

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• [BUG] Conflict detector compares `str(value)`, so float noise becomes a conflict

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  bug medium-scope

  semantica-agi/semantica#2031 · 1 assignee · Opened Oct 17, 2026

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• [BUG] `verify_chain()` reports a truncated provenance store as valid, and offers no expected count or head

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  bug easy-fix

  semantica-agi/semantica#2030 · 1 assignee · Opened Oct 17, 2026

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• [BUG] `decision query --filter tag:` matches the category, not a tag

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  bug easy-fix

  semantica-agi/semantica#2025 · 1 assignee · Opened Oct 16, 2026

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• [FEATURE] Standards catalog: one machine-readable entry per standard

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  easy-fix enhancement

  semantica-agi/semantica#2024 · 1 assignee · Opened Oct 16, 2026

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• [FEATURE] EPCIS 2.0 sample: walk a product passport chain end to end

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  enhancement medium-scope

  semantica-agi/semantica#2023 · 1 assignee · Opened Oct 16, 2026

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• [FEATURE] FIBO + LEI sample: check entity identity against a real financial standard

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  enhancement medium-scope

  semantica-agi/semantica#2022 · 1 assignee · Opened Oct 16, 2026

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• [FEATURE] Segment tags on decisions, so an impact analysis can be sliced

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  enhancement medium-scope

  semantica-agi/semantica#2021 · 1 assignee · Opened Oct 16, 2026

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• [FEATURE] Mark a decision claim as a fact or a hypothesis, and make a fact carry evidence

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  enhancement medium-scope

  semantica-agi/semantica#2020 · 1 assignee · Opened Oct 16, 2026

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• cli: report stores dropped by an empty directory or by backup sync

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  bug medium-scope

  Difficulty 3/5 1-2 days Newbie friendliness 68/100

  semantica-agi/semantica#2014 · 2 comments · 1 assignee · Opened Oct 15, 2026

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• [FEATURE] Opt-in persisted graph refresh for long-lived MCP sessions

  Possibly taken @HengYangDS claimed this 6 days ago. Open

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  enhancement medium-scope

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  semantica-agi/semantica#1993 · 3 comments · 1 assignee · Opened Oct 11, 2026

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• llms provenance: follow-ups after #1912 (structured/typed tokens, failed-call entries, stale imports)

  Possibly taken @kartsan03 claimed this 5 days ago. Open

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  bug

  Difficulty 3/5 1-2 days Newbie friendliness 45/100

  semantica-agi/semantica#1984 · 1 comment · 1 assignee · Opened Oct 10, 2026

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• ci: report known-failures entries that no longer collect

  Possibly taken @sakshi04-ui claimed this 9 days ago. Open

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  bug

  Difficulty 3/5 1-2 days Newbie friendliness 55/100

  semantica-agi/semantica#1982 · 1 comment · 1 assignee · Opened Oct 10, 2026

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• Config drops the triplet_store section, so reason query can never receive a store

  Possibly taken @pkupt claimed this 10 days ago. Open

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  bug

  semantica-agi/semantica#1978 · 1 assignee · Opened Oct 10, 2026

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• [BUG] JSONExporter.export_knowledge_graph accepts any format string and writes JSON

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  bug

  Difficulty 2/5 1-3 hours Newbie friendliness 72/100

  semantica-agi/semantica#1968 · 1 assignee · Opened Oct 10, 2026

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• [BUG] JSON and Arango AQL exports crash on non-JSON-serializable property values

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  bug

  Difficulty 2/5 1-3 hours Newbie friendliness 78/100

  semantica-agi/semantica#1967 · 2 comments · 1 assignee · Opened Oct 10, 2026

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• [BUG] JSON-LD export drops node properties, validity windows and edge weights, and writes the wrong confidence

  Possibly taken @pkupt claimed this 10 days ago. Open

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  bug medium-scope

  semantica-agi/semantica#1961 · 1 comment · 1 assignee · Opened Oct 9, 2026

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