explore

Explore

Intent Classification (REQUIRED — pick ONE row before any tool call)

User intent contains	Strategy	Skip if
"how does X work", "explain Y", "what does Z do"	EXPLAIN	active bug → bug-hunt
"where is X used", "find all X", "imports of X"	TRACE	structural-only → use find_symbol direct
"before I refactor X", "what should I know about Y"	PRE-GEN	already mid-refactor → executing-plans
"best example of X", "antipatterns in Y"	EXEMPLAR	no rerank corpus → ripgrep

🛑 If unsure, ask user. NEVER assume strategy from partial signals.

Risk intent → delegate to risk-assessment

If $ARGUMENTS contains risk-assessment signals ("risk surface", "risk zones", "code health", "assess risks", "problematic areas") → delegate risk-assessment/SKILL.md. Runs BEFORE intent table — risk intent overrides EXPLAIN/TRACE/PRE-GEN/EXEMPLAR keywords.

Codegraph intent (edge truth) → checked BEFORE the content-matching table

Graph-shape questions answered from real call/import edges (codegraph DuckDB), which content matching cannot derive. When $ARGUMENTS matches row below, route to that sub-pattern — checks run AFTER risk-assessment but BEFORE the EXPLAIN/TRACE/PRE-GEN/EXEMPLAR table (edge truth beats content matching for graph shape). Evaluate top-to-bottom; first match wins.

Priority	Intent contains	Sub-pattern
1	"циклы", "cycle", "circular dependency", "dependency loop"	references/cycle-pattern.md
2	"кто использует/вызывает X", "callers of X", "callees of X", "trace flow"	references/usage-pattern.md
3	"где начинается", "entry point", "main flow", "входная точка", "where X starts"	references/entry-point-pattern.md
4	"архитектура", "structure", "backbone", "что центральное", "how X is organized"	references/architecture-pattern.md

Match on intent phrasing, not symbol substrings. Classify by request's verb frame, NOT by characters inside symbol name. "what does X call?" / "who calls X?" always USAGE (row 2) even when X named findCycles / CycleDetector — word "cycle" inside target symbol does NOT make it CYCLE (row 1) request. Row 1 fires only on graph-shape phrasing about the loop itself ("circular dependency", "dependency loop", "cycles in ").

Codegraph availability: sub-patterns need codegraph index. Prime digest lists codegraph.symbols under ## Enrichment when active; when that line absent, graph tools (get_callers / get_callees / find_cycles) not registered — absent from tool list, not returning empty. Check prime first. Codegraph off → fall back to content-matching table below — TRACE covers usage, EXPLAIN covers architecture — never read absent tool as positive fact. Each sub-pattern states own fallback.

Pattern-search keyword groups (used by EXEMPLAR routing)

Strategy	Keywords (any match)
Collect	all, every, each, find all, list all, enumerate, gather, all implementations, all uses, all instances, everywhere, wherever
Spread	across, across modules, between modules, compare implementations, variations of, side by side, divergence, per module
Antipattern	antipattern, smell, debt, violation, deprecated, fragile, risky, refactor, cleanup, too complex, duplicate, decompose
Reference	best, correct, canonical, reference implementation, cleanest, template, pattern to follow, recommended way, good example

Exception: If EXPLAIN reference (sub-pattern table) has specific pattern for this intent (e.g., "What calls X?" with "all call sites"), EXPLAIN pattern wins over keyword classification. EXPLAIN more specific than generic Collect.

Strategy references

• Strategy: see references/explain-pattern.md.
• Strategy: see references/trace-pattern.md.
• Strategy: see references/pre-gen-pattern.md.
• Strategy: see references/exemplar-pattern.md.
• Codegraph: see references/cycle-pattern.md.
• Codegraph: see references/usage-pattern.md.
• Codegraph: see references/entry-point-pattern.md.
• Codegraph: see references/architecture-pattern.md.

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Unified code investigation. Breadth-first discovery → depth-first tracing → output shaped by intent (human explanation OR pre-generation context).

Use tea-rags tools for code discovery. Built-in Search/Grep/Glob prohibited. Search results complete — no ripgrep verification passes.

Step 0: CLASSIFY INTENT

Translate $ARGUMENTS to English (if not already). If user's language differs, optionally run secondary query in original language for non-English docs.

Apply Intent Classification table above. Then:

1. If risk intent matches → delegate to risk-assessment/SKILL.md.
2. If Codegraph intent row matches → follow that sub-pattern (cycle / usage / entry-point / architecture). Run BEFORE EXEMPLAR/EXPLAIN/TRACE/PRE-GEN.
3. If EXEMPLAR row matches → delegate per references/exemplar-pattern.md (refactoring-scan for broad antipattern, pattern-search otherwise).
4. If PRE-GEN row matches → follow references/pre-gen-pattern.md.
5. If EXPLAIN row matches → continue to Explore Flow below, then format per references/explain-pattern.md.
6. If TRACE row matches → continue to Explore Flow below, then format per references/trace-pattern.md.

Scope extraction

Extract pathPattern from $ARGUMENTS:

Explicit markers — in/inside/within/under/from <X> → **/<X>/**

Directory matching — if word looks like directory name:

1. Search **/<word>/** and **/<word>s/** (plural)
2. One match → use as pathPattern. Multiple → pick deepest or ask. Zero → no pathPattern.

Do NOT hardcode aliases — filesystem is source of truth.

Direct-input intents (no BREADTH needed)

If user provides code snippet or chunk (not a question) → skip BREADTH, go straight to find_similar with code as input. Then EXPLAIN similarities.

Explore Flow (human understanding)

BREADTH (search) → pick interesting results →
  LATERAL (find_similar) — same pattern elsewhere?
  DEPTH (find_symbol) — trace specific symbol?
→ explain to developer

1. BREADTH

Search with query=$ARGUMENTS. Tool selection: behavior/intent → semantic_search, known symbol → hybrid_search, bare symbol name → hybrid_search.

Scan results: files, modules, patterns. Note domain boundaries.

2. PICK + EXPLORE

For each interesting result:

• "Same thing elsewhere?" → find_similar (code or chunk ID)
• "What is this symbol?" → find_symbol (returns full definition, no Read needed). Fallback: hybrid_search if 0 results.
• "Need surrounding context" → Read file (offset=startLine, limit=endLine-startLine from chunk metadata)

Repeat as needed. Fewer deep dives > many shallow ones.

3. EXPLAIN / TRACE / PRE-GEN

Format answer per strategy reference selected in Step 0:

• EXPLAIN intents → references/explain-pattern.md
• TRACE intents → references/trace-pattern.md
• PRE-GEN intents → references/pre-gen-pattern.md
• EXEMPLAR intents → references/exemplar-pattern.md