
gitnexus-exploring
Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase. Examples: "How does X work?", "What calls this function?", "Show me the auth flow"
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/abhigyanpatwari/gitnexus --skill gitnexus-exploring- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads gitnexus-exploring automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Exploring Codebases with GitNexus
When to Use
- "How does authentication work?"
- "What's the project structure?"
- "Show me the main components"
- "Where is the database logic?"
- Understanding code you haven't seen before
Bind the repository first
Bind once per session using a confirmed registry name/path or configured MCP
default; reuse it. Call list_repos {} when the target is not yet known, not before
every question. Never guess the registry name from the checkout directory. With
one indexed repository, use the examples below as written. With more than one, pass repo on every call: an omitted repo normally errors,
but under an MCP policy with a configured default it resolves to that default
silently. If you cannot tell which repository is meant, stop and ask. Report
the bound repository and index freshness alongside your explanation.
list_repos is paginated, so page with offset: pagination.nextOffset until
hasMore is false before concluding a repository is absent.
Workflow
1. Bind the repository once; use hot-tool staleness on subsequent calls
2. If no symbol is known: query({search_query: "<concept>", limit: 3, max_symbols: 3})
3. context({uid: "<returned id>"}) → Inspect the selected symbol
4. Read a process resource only when its full trace answers an unresolved question
If the index is stale → run
node .gitnexus/run.cjs analyzein terminal. Hot-toolstalenessnames which index answered (branch/lastCommit) and how fresh it is (status). Re-analyze only forbehindordiverged—currentis identity,unknownis unmeasurable.
Ask for only the evidence needed
Use options advertised by the connected server. response_sections and context
relationTypes are opt-in views for a single repository, not @group routing.
On an older server, use the existing limits and content/chain options instead.
Use filters when unwanted sections are bulky; their omission metadata can make
an already-small response slightly larger.
Aim for 2–3 focused calls after repository binding; stop when the question is
answered, but expand if evidence or a required safety check is still missing.
query({search_query: "payment retry", repo: "my-app", limit: 3, max_symbols: 3,
include_content: false, chain_depth: 0,
response_sections: ["process_symbols", "definitions"]})
context({uid: "<id from query>", repo: "my-app", include_content: true,
response_sections: ["incoming", "outgoing"], relationTypes: ["CALLS"]})
// Before editing, assess impact using the normal traversal and risk calculation:
impact({target: "<same id>", repo: "my-app", direction: "upstream", summaryOnly: true})
If the symbol is already known, start with context; use uid, or name plus
file_path/kind, to avoid ambiguous results. To answer only “who calls it?”,
request response_sections: ["incoming"], relationTypes: ["CALLS"] and leave
include_content false. Keep processes in a query when the question is about
flows, rather than requesting a symbols-only view.
Do not request source and multi-hop chains for every search hit. Fetch source
for the selected symbol only; for a large class/file, prefer read_file with
a small 0-based startLine/endLine window (subtract 1 from graph line numbers),
or maxLines for a whole-file read, if that tool is available. Use
trace for a known A→B path instead of repeatedly expanding context.
Filters retain requested sections/categories and hide the others; they do not prove other references
are absent or make the existing bounded search exhaustive. Read response_filter,
warning, partial, truncated, epistemic and staleness. Remove filters when
broader evidence is needed. maxTokens is a last-resort byte cutoff that can cut
JSON: narrow the request rather than treating a cut response as complete. Never
use a filtered caller view to waive the required impact check or an UNKNOWN risk.
Checklist
- [ ] Once per session: bind repo; explicit repo when >1 indexed, ask if ambiguous
- [ ] Check hot-tool staleness; read the overview only if needed
- [ ] Query for the concept only if the relevant symbol is not already known
- [ ] Review returned symbols; include processes when execution flow matters
- [ ] context on selected symbols; request only relevant sections/relations
- [ ] Read a process resource only if its full trace is needed
- [ ] Read targeted source only when implementation details are needed
- [ ] State the repository and index freshness with the explanation
Resources
| Resource | What you get |
|---|---|
gitnexus://repo/{name}/context | Stats, staleness warning (~150 tokens) |
gitnexus://repo/{name}/clusters | All functional areas with cohesion scores (~300 tokens) |
gitnexus://repo/{name}/cluster/{name} | Area members with file paths (~500 tokens) |
gitnexus://repo/{name}/process/{name} | Step-by-step execution trace (~200 tokens) |
Tools
query — find execution flows related to a concept:
query({search_query: "payment processing", repo: "my-app"})
→ Processes: CheckoutFlow, RefundFlow, WebhookHandler
→ Symbols grouped by flow with file locations
context — 360-degree view of a symbol:
context({name: "validateUser", repo: "my-app"})
→ Incoming calls: loginHandler, apiMiddleware
→ Outgoing calls: checkToken, getUserById
→ Processes: LoginFlow (step 2/5), TokenRefresh (step 1/3)
repo is required once more than one repository is indexed, and may be omitted
with a single one.
Example: "How does payment processing work?"
With my-app already bound and the index current:
1. query({search_query: "payment processing", repo: "my-app", limit: 3, max_symbols: 3})
→ CheckoutFlow and RefundFlow, with symbol IDs and locations
2. context({uid: "<processPayment id>", repo: "my-app", include_content: true,
response_sections: ["outgoing", "processes"]})
→ Selected source, callees, process participation and completeness diagnostics
3. Answer from that evidence; read one process resource only if its trace is still needed
Report the repository and index freshness with the explanation. If my-app
had not yet been bound, discover it once with list_repos first.
FAQ
What does the gitnexus-exploring skill do?
Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase. Examples: "How does X work?", "What calls this function?", "Show me the auth flow"
How do I install gitnexus-exploring?
Run npx skills add https://github.com/abhigyanpatwari/gitnexus --skill gitnexus-exploring in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/gitnexus-exploring/ (personal) or .claude/skills/gitnexus-exploring/ (project).
Which AI agents can use gitnexus-exploring?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is gitnexus-exploring safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains gitnexus-exploring?
It is published by abhigyanpatwari in abhigyanpatwari/gitnexus. It has 1,846 recorded installs.
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Open the skill to read its SKILL.md instructions.
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