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mcp-skill-carton

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更新日2026年7月8日 23:37

WHAT: the CartON MCP — a persistent knowledge graph (Neo4j + ChromaDB) you add concepts to, query, edit, and project. WHEN: persisting knowledge, creating observations/concepts, querying concept networks, semantic search, or editing a concept's description/structured data.

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sancovp/carton-mcp

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mcp-skill-carton

MCP shim index for CartON (Cartographic Ontology Net) — a persistent knowledge graph on Neo4j (the :Wiki namespace) + ChromaDB (semantic search). Saying a concept POSTs an add_event to SOMA :8091, which validates and returns the verdict; CartON stores the result as a regioned KG.

The live tools (what you actually call)

add_concept — say/update a concept (is_a/part_of/instantiates/produces + has_*, typed_values). desc_update_mode = append | prepend | replace | path | edit (surgical str-replace via old_str_for_edit_case). stash/clear_stash for retry-merge.
query_wiki_graph — read-only Cypher over :Wiki. get_concept / get_concept_network — fetch one concept / its neighborhood. chroma_query — semantic search.
edit_carton_obj / validate_carton_obj — edit/validate a <CartonObj> JSON fence inside a concept's n.d (structured-data-in-description; see edit-carton-kv).
set_properties / query_by_properties / remove_relationship — the property channel (scratch-lane work-state; see the property-layer doctrine) + relationship deletion.
add_observation_batch / observe_from_identity_pov — observation shapes (wrap add_concept).
collections: create_collection / add_to_collection / activate_collection / list_collections.
substrate_projector — project a concept to a substrate (file / etc).

ACCESS: via the carton MCP tools directly (mcp__carton__*), or through sancrev-treeshell GNOSYS nodes (connect 'carton' first).

See reference.md for the full tool docs.

このリポジトリの他の Skills

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dev-flow-split-content

sancovp/carton-mcp

WHAT: the development-flow for the split-content capability — separating a concept whose description (n.d) holds raw CONTENT (a data dump / pasted document) from a real DESCRIPTION, by splitting the raw content into its own `{concept_name}_Desc_Content` node. Covers `carton_split_content.py` (both `build_split_spec`, the pure spec function, and `split_content_concept`, the thin neo4j-writing wrapper — self-contained, ONE module, per the one-capability-one-module law), the `Desc_Content` universal type, the `has_desc_content` relationship, and the `split_content_concept` MCP tool. WHEN: when editing `carton_split_content.py`, `split_content_concept`, the `Desc_Content` type, or the `has_desc_content` relationship; or adding a new capability that also needs the content-vs-description split (any of).

2026-07-081

edit-add-concept-optional-fields

sancovp/carton-mcp

WHAT: the dev-flow for the OPTIONAL domain/subdomain/personal_domain/produces params on add_concept_tool_func — the internal chokepoint function every CartON concept-creation caller (Dragonbones, sm_gate.py, split_content_concept, the migration scripts) passes through, whether or not they use the add_concept MCP tool. WHEN: when editing add_concept_tool_func's domain/subdomain/personal_domain/produces params, merge_optional_domain_fields, or PERSONAL_DOMAINS in add_concept_tool.py (any of).

2026-07-081

edit-carton-kv

sancovp/carton-mcp

WHAT: the development-flow for changing the CartON KV / CartonObj capability — the embedded-structured-KV-in-concept-descriptions feature (a <CartonObj name=..>{ JSON-with-bare-refs }</CartonObj> fence in n.d): the carton_kv parser/normalizer, edit_carton_obj (surgical single-leaf body edits + remove_fence), validate_carton_obj (schema + did-you-mean refs), the auto_link_description fence-opacity, fence-preservation (carry_forward_fences), ref-expansion, and the is_schema schema registry. It is the COMPLETE distributed edit-set (lib ↔ utils wrappers ↔ MCP tools ↔ the linker ↔ the daemon's live parse path ↔ the schema graph) + deploy + the only valid E2E test. WHEN: when editing carton_kv.py, the edit_carton_obj / validate_carton_obj / get_concept-expand MCP tools, the auto_link_description fence-opacity masking, the daemon fence/desc-mode parse path (parse_queue_file_to_concepts / batch_create_concepts_neo4j), or the is_schema schema-registry; or adding ANY new CartonObj capability (any of).

2026-07-081

edit-the-webbing-agent

sancovp/carton-mcp

WHAT: the dev-flow for editing the WEBBING AGENT — carton's standing CONCEPT-ATOMIZATION daemon, CLONED from the proven Sophia (docmirror-cohere) architecture: CODE detects a batch of under-structured, autolinker-processed, main-agent-authored concepts (linked=true, source in CHAT_SOURCES, webbed IS NULL), serves them to a fresh SDNAC run each tick, the agent ADDS real is_a/part_of/instantiates/produces structure + child concepts, and CODE verifies + marks webbed=true. Covers webbing_agent.py, webbing_agent_worker.py, and the one-line SYSTEM_SOURCES coupling in observation_worker_daemon.py. WHEN: when editing webbing_agent.py, webbing_agent_worker.py, the eligibility predicate (_is_underdeveloped), the batch-goal builder (_build_batch_goal), the WEBBER_SYSTEM_PROMPT, the webbed/source recursion-guard, or CHAT_SOURCES/SYSTEM_SOURCES in observation_worker_daemon.py (any of).

2026-07-081

jit-carton-node-resolver

sancovp/carton-mcp

WHAT: just-in-time building of TreeShell nodes from CartON graph relationships — when a jump targets a coordinate not found in any family JSON config, resolve the CartON concept into a cached Menu node whose options come from its HAS_PART relationships. WHEN: when a TreeShell jump target is not found in any loaded family JSON config, you need a node built on the fly from a CartON concept, or working on JIT node resolution for SANCREV game navigation.

2026-07-081

single-turn-process-carton-edit-desc

sancovp/carton-mcp

WHAT: Precision editing of CartON concept descriptions WHEN: When you need to update a concept description with surgical edits

2026-07-081

name	mcp-skill-carton
description	WHAT: the CartON MCP — a persistent knowledge graph (Neo4j + ChromaDB) you add concepts to, query, edit, and project. WHEN: persisting knowledge, creating observations/concepts, querying concept networks, semantic search, or editing a concept's description/structured data.

mcp-skill-carton

The live tools (what you actually call)

add_concept — say/update a concept (is_a/part_of/instantiates/produces + has_*, typed_values). desc_update_mode = append | prepend | replace | path | edit (surgical str-replace via old_str_for_edit_case). stash/clear_stash for retry-merge.
query_wiki_graph — read-only Cypher over :Wiki. get_concept / get_concept_network — fetch one concept / its neighborhood. chroma_query — semantic search.
edit_carton_obj / validate_carton_obj — edit/validate a <CartonObj> JSON fence inside a concept's n.d (structured-data-in-description; see edit-carton-kv).
set_properties / query_by_properties / remove_relationship — the property channel (scratch-lane work-state; see the property-layer doctrine) + relationship deletion.
add_observation_batch / observe_from_identity_pov — observation shapes (wrap add_concept).
collections: create_collection / add_to_collection / activate_collection / list_collections.
substrate_projector — project a concept to a substrate (file / etc).

ACCESS: via the carton MCP tools directly (mcp__carton__*), or through sancrev-treeshell GNOSYS nodes (connect 'carton' first).

See reference.md for the full tool docs.