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 this skill is triggered — by the user, by Claude, or both
Slash command
/soleil-ai-review-engine:gitnexus-exploringThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
- "How does authentication work?"
1. READ soleil-ai-review-engine://repos → Discover indexed repos
2. READ soleil-ai-review-engine://repo/{name}/context → Codebase overview, check staleness
3. soleil-ai-review-engine_query({query: "<what you want to understand>"}) → Find related execution flows
4. soleil-ai-review-engine_context({name: "<symbol>"}) → Deep dive on specific symbol
5. READ soleil-ai-review-engine://repo/{name}/process/{name} → Trace full execution flow
If step 2 says "Index is stale" → run
npx soleil-ai-review-engine analyzein terminal.
- [ ] READ soleil-ai-review-engine://repo/{name}/context
- [ ] soleil-ai-review-engine_query for the concept you want to understand
- [ ] Review returned processes (execution flows)
- [ ] soleil-ai-review-engine_context on key symbols for callers/callees
- [ ] READ process resource for full execution traces
- [ ] Read source files for implementation details
| Resource | What you get |
|---|---|
soleil-ai-review-engine://repo/{name}/context | Stats, staleness warning (~150 tokens) |
soleil-ai-review-engine://repo/{name}/clusters | All functional areas with cohesion scores (~300 tokens) |
soleil-ai-review-engine://repo/{name}/cluster/{name} | Area members with file paths (~500 tokens) |
soleil-ai-review-engine://repo/{name}/process/{name} | Step-by-step execution trace (~200 tokens) |
soleil-ai-review-engine_query — find execution flows related to a concept:
soleil-ai-review-engine_query({query: "payment processing"})
→ Processes: CheckoutFlow, RefundFlow, WebhookHandler
→ Symbols grouped by flow with file locations
soleil-ai-review-engine_context — 360-degree view of a symbol:
soleil-ai-review-engine_context({name: "validateUser"})
→ Incoming calls: loginHandler, apiMiddleware
→ Outgoing calls: checkToken, getUserById
→ Processes: LoginFlow (step 2/5), TokenRefresh (step 1/3)
1. READ soleil-ai-review-engine://repo/my-app/context → 918 symbols, 45 processes
2. soleil-ai-review-engine_query({query: "payment processing"})
→ CheckoutFlow: processPayment → validateCard → chargeStripe
→ RefundFlow: initiateRefund → calculateRefund → processRefund
3. soleil-ai-review-engine_context({name: "processPayment"})
→ Incoming: checkoutHandler, webhookHandler
→ Outgoing: validateCard, chargeStripe, saveTransaction
4. Read src/payments/processor.ts for implementation details
npx claudepluginhub taucao-ruby/soleil-ai-review-engine --plugin soleil-ai-review-engineExplores codebases via GitNexus: discover repos, query execution flows, trace processes, inspect symbol callers/callees, and review architecture.
Uses OntoIndex to explore codebases, understand architecture, trace execution flows, and navigate unfamiliar projects. Query symbols, find callers/callees, and read process traces.
Explores codebases with Repowise indexing for architecture understanding, searching, and answering questions without raw source grepping.