Development · Knowledge graphs

Answers questions about a codebase by searching a prebuilt knowledge graph of its files, functions, classes and dependencies, not by rereading every source file.

Egonex-AI/Understand-Anything

Reads your git changes or a pull request against a prebuilt knowledge graph of the project to explain what changed, which components are affected and what is risky.

Egonex-AI/Understand-Anything

Gives an in-depth explanation of one file, function or module by reading the project's knowledge graph and checking that the graph is still fresh.

Egonex-AI/Understand-Anything

Compresses a large multi-repository codebase into a structured knowledge base through architecture reverse-engineering, a Graph RAG graph and AST analysis.

Tencent/teamai-cli

Extracts business domains, flows and process steps from a codebase and produces an interactive horizontal flow graph, reusing an existing knowledge graph when one exists.

Egonex-AI/Understand-Anything

Reviews a pull request or branch diff with a code knowledge graph and produces a structured review that includes blast-radius analysis.

tirth8205/code-review-graph

Writes an onboarding guide for new team members from a project's existing knowledge graph, after checking that the graph still matches the current commit.

Egonex-AI/Understand-Anything

Navigates a codebase through the code-review-graph MCP tools: architecture overview, symbol search, caller and callee tracing, flows and oversized functions.

tirth8205/code-review-graph

A skill your agent uses when the user wants to create any technical diagram - architecture, data flow, flowchart, sequence, agent/memory, or concept map - and export as SVG+PNG.

ninehills/skills

Builds a local architecture wiki for a repository from the CodexQA symbol graph (no model needed): modules, who calls whom and how often, reading paths, and one self-contained HTML page.

openqa-cn/codexqa

Builds or incrementally updates the code-review knowledge graph for a repository and reports whether the build succeeded, partly or failed.

tirth8205/code-review-graph

A skill your agent uses for graph-first AI coding sessions and repository analysis: session initialization, architecture maps, dependency or call-graph tracing, symbol and repository search…

crabbuild/compass

Comprehensive code review guidance — process, checklist, feedback conventions.

OpenDCAI/DataMind

Manage code knowledge graphs via code-review-graph (CRG). An agent skill from xwtro0tk1t-cloud/harness.

xwtro0tk1t-cloud/harness

A skill your agent uses when the user wants to create any technical diagram - architecture, data flow, flowchart, sequence, agent/memory, or concept map - and export as SVG+PNG.

Citrus-bit/Anaxa

Answers questions about code structure, history, bugs and PR risk using a CodeScope knowledge graph and semantic index built from the repository.

QwenLM/qwen-code

Use CodeScope to analyze any indexed codebase via its graph database (neug) and vector index (zvec).

QwenLM/qwen-code-examples

Build a graph-structured dossier on a seed entity via parallel fan-out + recursive expansion across web, memory, knowledge-graph, codebase, ADR index, and git intel

ruvnet/ruflo

Generate single-file HTML visual explanations for learning and review.

mingchen666/Reviva

Read-side memory operations on the knowledge graph: search past decisions and patterns, load session context, view decision timelines, render Mermaid graph visualizations.

yonatangross/orchestkit

Builds semantic code indexes, maps dependency graphs, and performs intelligent code search across large codebases.

proffesor-for-testing/agentic-qe

Build original theoretical frameworks and produce publication-quality conceptual diagrams for social science research.

joshzyj/open-scholar-skill

Memory retrieval internals: knowledge graph orchestration with entity extraction, natural language query parsing, deduplication (85% similarity), and cross-reference boosting over unified recency…

yonatangross/orchestkit

NetClaw's native persistent memory (spec 033) — structured facts with temporal validity, semantic search across past sessions, decision logging, and entity relationships, backed by SQLite + ChromaDB…

automateyournetwork/netclaw

Append a dated entry to the master Brain/CHANGELOG.md summarizing this session's knowledge-graph changes - notes created, connections/links added, and significant edits.

Abilityai/cornelius

Git-Notes-Based knowledge graph memory system. An agent skill from sundial-org/awesome-openclaw-skills.

sundial-org/awesome-openclaw-skills

A skill your agent uses when building the figures and typologies of a Sociological Theory (ST) manuscript — mechanism diagrams, process models, 2x2 typologies, and concept maps that carry…

brycewang-stanford/Awesome-Journal-Skills