Index a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel.
EnglishUse when the user wants the GitNexus engineering pipeline run end-to-end on a task: gitnexus-plan (plan depth chosen up front), a blocking gate to execute with gitnexus-work or stop, finishing with a gitnexus-review of the result. Examples: \"/gitnexus-lfg Add retry support to the ingestion pipeline\", \"run the gitnexus pipeline on this\", \"plan, build and review this feature\".
EnglishUse when querying or extending GitNexus's PDG control/data-dependence surface (the pdgquery MCP tool, CDG/REACHINGDEF edges), or reasoning about \"what controls X\" / \"where does Y flow\" / guard clauses. Examples: \"what guards this statement?\", \"trace this variable within the function\", \"why is the pdgquery result empty?\", \"add a CDG query\".
EnglishUse when you need a deep, implementation-ready engineering plan for a code change — built from GitNexus graph intelligence, statement-level PDG analysis, and targeted source verification, compact enough that an implementation agent can start without re-investigating. Also strengthens existing plans via Deepen mode. Examples: "/gitnexus-plan Add retry support to the ingestion pipeline", "/gitnexus-plan deepen docs/plans/ .md", "plan this change using the knowledge graph".
EnglishRun a GitNexus production-readiness pull request review using a coordinated reviewer swarm.
EnglishReview code changes with GitNexus from a GitHub PR URL or number, a branch/ref or commit range, or local staged, unstaged, and untracked changes. Use when the user asks for a code review, merge-risk assessment, regression hunt, missing-test analysis, or a verdict on whether a PR, branch, commit range, or local diff is safe.
EnglishUse when working on, reviewing, or extending GitNexus's CFG/taint/PDG subsystem (the --pdg layers), or when reasoning about source→sink data-flow findings. Examples: \"How does taint analysis work here?\", \"Why didn't explain find this flow?\", \"Add a new sink/source\", \"Review the interprocedural taint code\".
EnglishUse when executing an engineering plan produced by gitnexus-plan (or a small bounded task directly) — implements step by step with GitNexus impact checks before every symbol edit, tests from the plan''s scenarios, and detectchanges gating every commit. Examples: "/gitnexus-work docs/plans/2026-07-11-gitnexus-plan-ingestion-retry.md", "/gitnexus-work" (latest plan), "execute the plan".
EnglishIndex a repository into a code knowledge graph, expose it through MCP, and give agents architecture-aware context before they answer or edit.
English
AGENT SKILLS ATLASIncludes Gitnexus Explorer, Gitnexus Lfg, Gitnexus Pdg Query, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Gitnexus Explorer
Index a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel.
Gitnexus Lfg
Use when the user wants the GitNexus engineering pipeline run end-to-end on a task: gitnexus-plan (plan depth chosen up front), a blocking gate to execute with gitnexus-work or stop, finishing with a gitnexus-review of the result. Examples: \"/gitnexus-lfg Add retry support to the ingestion pipeline\", \"run the gitnexus pipeline on this\", \"plan, build and review this feature\".
Gitnexus Pdg Query
Use when querying or extending GitNexus's PDG control/data-dependence surface (the pdgquery MCP tool, CDG/REACHINGDEF edges), or reasoning about \"what controls X\" / \"where does Y flow\" / guard clauses. Examples: \"what guards this statement?\", \"trace this variable within the function\", \"why is the pdgquery result empty?\", \"add a CDG query\".
Gitnexus Plan
Use when you need a deep, implementation-ready engineering plan for a code change — built from GitNexus graph intelligence, statement-level PDG analysis, and targeted source verification, compact enough that an implementation agent can start without re-investigating. Also strengthens existing plans via Deepen mode. Examples: "/gitnexus-plan Add retry support to the ingestion pipeline", "/gitnexus-plan deepen docs/plans/ .md", "plan this change using the knowledge graph".
Gitnexus PR Swarm Review
Run a GitNexus production-readiness pull request review using a coordinated reviewer swarm.
Gitnexus Review
Review code changes with GitNexus from a GitHub PR URL or number, a branch/ref or commit range, or local staged, unstaged, and untracked changes. Use when the user asks for a code review, merge-risk assessment, regression hunt, missing-test analysis, or a verdict on whether a PR, branch, commit range, or local diff is safe.
Gitnexus Taint Analysis
Use when working on, reviewing, or extending GitNexus's CFG/taint/PDG subsystem (the --pdg layers), or when reasoning about source→sink data-flow findings. Examples: \"How does taint analysis work here?\", \"Why didn't explain find this flow?\", \"Add a new sink/source\", \"Review the interprocedural taint code\".
Gitnexus Work
Use when executing an engineering plan produced by gitnexus-plan (or a small bounded task directly) — implements step by step with GitNexus impact checks before every symbol edit, tests from the plan''s scenarios, and detectchanges gating every commit. Examples: "/gitnexus-work docs/plans/2026-07-11-gitnexus-plan-ingestion-retry.md", "/gitnexus-work" (latest plan), "execute the plan".
Turn a Code Repository Into an MCP Backed Knowledge Graph for Ag
Index a repository into a code knowledge graph, expose it through MCP, and give agents architecture-aware context before they answer or edit.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Gitnexus Explorer skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.