knowledge-graph skills

1,388 tagged knowledge-graph, measured the same way as everything else here.

Browse within: LLM 470Multi-Agent 269persistent memory 207dsh-plugin 201agent-memory 148context-engineering 146local-first 146artificial-intelligence 132apex 131salesforce 131ai-skills 127large-language-models 122natural-language-processing 122llm-agent 99

graphify

01

Graphify-Labs/graphify

Skill Claude CodeCodex

Use for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a graphify query first. Turns any input (code, docs, papers, images, videos) into a persistent knowledge graph with god nodes, community…

not rated 127k +1.9k changed 3d ago B 76 tokens original Apache-2.0

potpie-graph

02

potpie-ai/potpie

Skill Codex

Use when the task can read or write the project-memory graph through the potpie CLI: discover the contract with graph catalog, read named views with graph read, resolve entity identity with graph search-entities, create validated plans with graph propose, commit plans with graph commit --verify, inspect quality with…

not rated 5.7k +5 changed 3d ago A SkillSpector: pass 94 tokens original Apache-2.0

graph-designer

03

yifanfeng97/Hyper-Extract

Skill Claude CodeCodex

Design YAML extraction templates for graph types (graph, hypergraph, temporalgraph, spatialgraph). Use when user says: "design graph", "create knowledge graph", "extract relationships", "temporal data", "spatial data". Trigger: User wants to extract entity relationships, multi-party events, or time/location-based…

not rated 4.2k +15 yesterday A SkillSpector: pass 84 tokens

explain-paper

04

raphaelmansuy/edgequake

Skill Claude CodeCodex

Use EdgeQuake MCP tools as evidence — never invent document lists.

not rated 2.3k +153 yesterday A 0 tokens original Apache-2.0

zjunlp/SkillNet

Skill Claude CodeCodex

Operates a device or appliance (like a desklamp, microwave, or fridge) to interact with another object. Use when the task requires using a tool on a target item (e.g., "look at laptop under the desklamp", "heat potato with microwave"). Locates both the device and target object, co-locates them, and executes the…

not rated 1.4k +15 2d ago A SkillSpector: pass 93 tokens original MIT

omnigraph

06

ModernRelay/omnigraph

Skill Claude CodeCodex

Operate OmniGraph graphs and deployments. Use for .pg schemas, .gq queries, OmniGraph CLI commands, file:///s3:///az:// graph URIs, cluster.yaml, operator config, bearer-authenticated servers, graph-backed knowledge or memory, Blob values, embeddings, branches, commits, and change feeds. Apply especially before schema…

not rated 1.3k +38 changed yesterday A SkillSpector: pass 94 tokens original MIT

swarmvault

07

swarmclawai/swarmvault

Skill Claude CodeCodex

Use SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, chat-session, context-pack, task-ledger, static AI export, retrieval, and MCP artifacts to disk from books, notes, transcripts, exports, datasets, slide decks, files, URLs, code, and…

not rated 718 +9 3mo ago A SkillSpector: pass 76 tokens original MIT

thoughtdag

08

chenxiachan/thoughtdag

Skill Claude CodeCodex

Open the current Codex session in ThoughtDAG (desktop app direct; local bridge fallback — data never leaves this machine), or query local session history with why / find / recall.

not rated 627 +31 today B SkillSpector: warn 39 tokens original MIT

MazzaWill/neo4j-python-pandas-py2neo-v3

Skill Codex

Use when designing, importing, querying, or modernizing Neo4j knowledge graphs from CSV, Excel, pandas, Cypher, py2neo, the official neo4j Python driver, vector indexes, or GraphRAG workflows.

not rated 580 7d ago A SkillSpector: pass 55 tokens original MIT

maestro-learn

10

catlog22/maestro-flow

Skill Claude CodeCodex

User-invoked learning toolkit — guided reading, investigation, pattern extraction, or second opinions. Manual /maestro-learn only; NEVER auto-invoke for code exploration or analysis — route those intents to the analyze step via /maestro-next.

not rated 566 +4 changed today A 55 tokens

octopoda-memory

11

RyjoxTechnologies/Octopoda-OS

Skill Claude CodeCodex

Persistent memory across sessions — recall, store, share, audit decisions, snapshots, and version history.

not rated 486 3mo ago A 24 tokens

FuRongJun-1999/dsh-memory

Skill Claude Code

A planning and decision-making skill that evaluates whether an action is justified, why it should be taken, and whether the available conditions are sufficient. It observes and recommends but does not perform operations or verify facts.

not rated 396 +35 today A 230 tokens original MIT

agent-recall

13

Goldentrii/AgentRecall-X

Skill Claude CodeCodex

Persistent compounding memory for AI agents. 5 default MCP tools: sessionstart, sessionend, remember, recall, check. Full surface: 6 tools with --full (adds checkaction); 13 tools with AREXTRAS=1 --full. Two-verb model: inhale (sessionstart) and exhale (sessionend). Correction-first memory with decision trail…

not rated 371 +1 changed 3d ago B 172 tokens original MIT

report-generation

14

zj-unicom-ai/UniEmployee

Skill Claude CodeCodex

A workflow for generating data-analysis reports as interactive HTML with charts. It is intended for trend, statistics, monthly, weekly, and other reports, using database queries and ECharts, a web charting library.

not rated 362 +3 8d ago A 95 tokens original MIT

lemmalog

15

JordyZomer/lemmalog

Skill Claude CodeCodex

Externalize working memory and logical state into the lemmalog Datalog engine (MCP). Use for ANY multi-step task where state should outlive one context window or span agents: long investigations, debugging sessions, audits, multi-agent searches, systematic explorations, planning with many interdependent constraints…

not rated 340 +11 changed 14d ago A SkillSpector: pass 105 tokens original MIT

ori-memory

16

aayoawoyemi/Ori-Mnemos

Skill Claude CodeCodex

Persistent agent memory with learning retrieval. Knowledge graph on markdown files — capture insights, decisions, research, and learnings during work, then retrieve them weeks or months later. Use when knowledge is too valuable to lose but too much to inject into every prompt.

not rated 331 +1 changed 16d ago A SkillSpector: pass 54 tokens original Apache-2.0

orchestrate

17

varun29ankuS/shodh-memory

Skill Claude Code

This skill should be used when the user asks to 'orchestrate a task', 'break down work into parallel agents', 'coordinate subtasks', 'run agents in parallel', or mentions 'multi-agent'. Decomposes complex tasks into tracked subtasks, dispatches parallel subagents, and coordinates until completion.

not rated 309 +4 4d ago A SkillSpector: pass 67 tokens original Apache-2.0

slm-mesh

18

qualixar/superlocalmemory

Skill Claude Code

Cross-session peer coordination via the SLM mesh network. Lets multiple AI agent sessions on the same machine, and web apps the owner has allowed (ChatGPT, Claude on the web, Grok Bot, Muse, Composio), discover each other, send messages, wait for replies with meshwait, share lightweight state, and lock files to avoid…

not rated 241 +11 changed today A 150 tokens AGPL-3.0

davidliuk/graph-of-skills

Skill Claude CodeCodex

Retrieve a bounded bundle of relevant external skills from a prebuilt Graph of Skills workspace. Use when the task may need specialized skills, scripts, or references that are not already obvious from current context, especially in containerized eval environments that mount a prebuilt GoS graph.

not rated 222 +3 1mo ago A SkillSpector: pass 61 tokens original MIT

Health-Yang/MineEcho

Skill Claude CodeCodex

A skill-system guide for finding and describing available skills. It is used when someone asks what the agent can do or is unsure which skill fits a task.

not rated 220 4mo ago A 74 tokens

memory-proactive

21

mage0535/hermes-memory-installer

Skill Claude CodeCodex needs its repo

Proactive layered recall and generic domain-aware routing.

not rated 211 +1 1mo ago A SkillSpector: pass 14 tokens original MIT

engraph

22

devwhodevs/engraph

Skill Claude Code

Index and search document collections using hybrid semantic + graph + full-text search. Use when users need to search knowledge bases, find connections between documents, discover related content via link graphs, or query indexed markdown collections.

not rated 170 +1 4mo ago A 45 tokens original MIT

zjunlp/SciAtlas

Skill Codex needs its repo

Use only the current SciAtlas automated review workflow (reviewpipeline) to take a novice user from zero setup to a final automated review of a research idea or paper, including setup, registration guidance, workflow configuration, retrieval, artifact reading, and synthesis. Trigger when the user asks whether an idea…

not rated 162 +2 changed 18d ago A SkillSpector: warn 96 tokens original MIT

sc-cell-annotation

24

TianGzlab/OmicsClaw

Skill Claude CodeCodex

Load when assigning cell-type labels to a clustered scRNA AnnData via marker dictionaries, CellTypist, PopV, KNNPredict, SingleR, scmap, SCSA, or a manual cluster-to-label map. Skip when ranking marker genes per cluster (use sc-markers); condition-vs-control DE (use sc-de).

not rated 161 changed 8d ago A SkillSpector: warn 73 tokens original Apache-2.0

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