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How this skill is triggered — by the user, by Claude, or both
Slash command
/kg-bridge:bridge-designThis skill is limited to the following tools:
The summary Claude sees in its skill listing — used to decide when to auto-load this skill
Placeholder — implementation pending.
Wires new concepts into a knowledge graph: searches for related entities, creates typed links (extends, depends_on, etc.), and checks minimum connection density.
Designs and builds knowledge graphs from unstructured or semi-structured data. Guides data model selection (LPG, RDF, hypergraph, temporal), schema design, entity/relation extraction pipelines, and layered architecture.
Extracts key discoveries, decisions, and concepts from a conversation and stores them in the Kindex knowledge graph. Use at session end or after important insights.
Share bugs, ideas, or general feedback.
Placeholder — implementation pending.
A bridge from lionagi runs/agents — which produce structured artifacts under
~/.lionagi/runs/<id>/ — to khive's knowledge graph.
khive's KG uses a closed schema:
concept | document | dataset | project | person | orgcontains | part_of | instance_of | extends | variant_of |
introduced_by | supersedes | depends_on | enables | implements |
competes_with | composed_with | annotatesAd-hoc kinds or relations are rejected at compile time — map to the canonical set or do not link.
After a lionagi run completes, an emit hook:
~/.lionagi/runs/<id>/ artifacts (markdown, JSON, kpp).document, techniques → concept,
code modules → project, authors → person.mcp__khive__create:
create(kind="entity", entity_kind="concept", name="<canonical name>",
description="<1-2 sentence summary>",
properties={"domain": "...", "source_run": "<id>"})
mcp__khive__link:
link(source_id="<from>", target_id="<to>", relation="<relation>", weight=<0.4-1.0>)
Confidence thresholds: write at 0.7+; auto-link at 0.8+. Edge weight bands: 1.0 = definitional, 0.7–0.9 = strong, 0.4–0.6 = plausible.
lionagi can run without khive, and khive can run without lionagi. The bridge is
opt-in — installing kg-bridge is the only wiring required. Neither core package
gains a mandatory dependency on the other.
This skill splits into two:
~/.lionagi/runs/<id>/ and emits
entities + edges to khive.For now, this SKILL.md is the design contract. Consult it before starting the
implementation so the two halves stay consistent.