lean4（lean4 搜索）

Lean 4 Theorem Proving

Use this skill whenever you're editing Lean 4 proofs, debugging Lean builds, formalizing mathematics in Lean, or learning Lean 4 concepts. It prioritizes LSP-based inspection and mathlib search, with scripted primitives for sorry analysis, axiom checking, and error parsing.

Core Principles

Search before prove. Many mathematical facts already exist in mathlib. Search exhaustively before writing tactics.

Build incrementally. Lean's type checker is your test suite—if it compiles with no sorries and standard axioms only, the proof is sound.

Respect scope. Follow the user's preference: fill one sorry, its transitive dependencies, all sorries in a file, or everything. Ask if unclear.

Use 100-character line width for Lean files. Do not wrap lines at 80 characters — Lean and mathlib convention is 100. If a line fits within 100 characters, keep it on one line. See mathlib-style for breaking strategies when lines exceed 100.

Never change statements or add axioms without explicit permission. Theorem/lemma statements, type signatures, and docstrings are off-limits unless the user requests changes. Inline comments may be adjusted; docstrings may not (they're part of the API). Custom axioms require explicit approval—if a proof seems to need one, stop and discuss. Exception: within synthesis wrappers (/lean4:formalize, /lean4:autoformalize), session-generated declarations may be redrafted under the outer-loop statement-safety rules; see cycle-engine.md.

Commands

This plugin ships a host-agnostic parser (lib/command_args/) that covers the parser-decidable startup rules of the six parameter-heavy commands (draft, learn, formalize, autoformalize, prove, autoprove). A small set of documented startup rules in these commands depend on runtime context (repo- level search, interactive prompting) and are applied by the command after reading the parser's output. The other commands (checkpoint, review, refactor, golf, doctor) remain model-parsed. When a host adapter installs the UserPromptSubmit hook, the parser runs before the model sees a /lean4:* prompt matching one of the six covered commands, injects a validated-invocation block into context, and rejects invalid invocations at the hook level; invocations of the other commands pass through unchanged. Hosts without the hook fall back to model-parsed startup via the shared command-invocation.md contract. Commands always announce resolved inputs, reject invalid startup configs before doing work, and treat wall-clock budgets like --max-total-runtime as best-effort.

Which Command?

Contributing (lean4-contribute plugin)

If the lean4-contribute plugin is installed, you may suggest these commands at natural stopping points. Rules:

• Suggest first, never invoke unprompted. Offer a one-line question; do not start the command flow.
• Only invoke after explicit user opt-in in the current conversation. Silence, topic change, or implicit frustration do not count as consent.
• At most once per topic per session unless the user engages.
• Never mid-proof. Wait for a natural stopping point.

If the plugin is not installed and the user clearly hit a lean4-skills bug, workflow gap, or reusable insight (same criteria as above — not ordinary Lean/mathlib issues), you may offer the install hint once:

• At most once per session. Do not repeat if the user declined, ignored it, or moved on.
• Never mid-proof or during an active debugging loop.
• One short line, not a pitch: "If you want, install the lean4-contribute plugin and I can draft that report for you here." See the lean4-contribute README for setup.

Typical Workflow

┌─ Entry points (pick one) ──────────────────────────────────────────────────────────┐
│ /lean4:draft              Skeleton by default (--mode=attempt for shallow proof)   │
│ /lean4:formalize          Interactive: draft + guided proving                      │
│ /lean4:autoformalize      Autonomous: draft + autonomous proving                   │
└────────────────────────────────────────────────────────────────────────────────────┘
        ↓ (if sorries remain)
/lean4:prove / autoprove    Proof engines (sorry filling, no header edits)
        ↓
/lean4:refactor            Leverage mathlib, extract helpers (optional)
        ↓
/lean4:golf                Improve proofs (optional)
        ↓
/lean4:checkpoint          Save point (per-file + project build)

Use /lean4:learn at any point to explore repo structure or navigate mathlib. Three entry points: /lean4:draft for skeletons, /lean4:formalize for interactive synthesis (draft + guided proving), /lean4:autoformalize for unattended source-to-proof.

Notes:

• /lean4:prove asks before each cycle; /lean4:autoprove loops autonomously with explicit stop budgets
• Both trigger /lean4:review at configured intervals (--review-every)
• When reviews run (via --review-every), they act as gates: review → replan → continue. In prove, replan requires user approval; in autoprove, replan auto-continues
• Review supports --mode=batch (default) or --mode=stuck (triage); review is always read-only
• /lean4:autoformalize wraps draft+autoprove in a single command (source → claims → skeletons → proofs); replaces autoprove --formalize=auto
• Proof engines (prove/autoprove) never modify declaration headers (header fence)
• If you hit environment issues, run /lean4:doctor to diagnose

LSP Tools (Preferred)

Sub-second feedback and search tools (LeanSearch, Loogle, LeanFinder) via Lean LSP MCP:

lean_goal(file, line)                           # See exact goal
lean_hover_info(file, line, col)                # Understand types
lean_local_search("keyword")                    # Fast local + mathlib (unlimited)
lean_leanfinder("goal or query")                # Semantic, goal-aware (10/30s)
lean_leansearch("natural language")             # Semantic search (3/30s)
lean_loogle("?a → ?b → _")                      # Type-pattern (unlimited if local mode)
lean_hammer_premise(file, line, col)            # Premise suggestions for simp/aesop/grind (3/30s)
lean_state_search(file, line, col)              # Goal-conditioned lemma search (3/30s)
lean_multi_attempt(file, line, snippets=[...])  # Test multiple tactics
lean_diagnostic_messages(file)                  # Per-file error/warning check
lean_code_actions(file, line)                   # Resolve "Try this" suggestions to edits

lean_run_code is for isolated scratch experiments, not a substitute for live proof-state inspection via lean_goal/lean_multi_attempt/lean_diagnostic_messages. Prefer live-file tools when the question depends on actual file context.

Capabilities

Operating Profiles

The skill adapts to what's available. Determine your profile by checking capabilities above, then follow the corresponding guidance.

full (all capabilities)

MCP + subagents + commands. Full workflow with live goal inspection, tactic testing, and parallel subagent dispatch (requires disjoint owned-file sets per agent, or separate worktrees). Subagents get pre-collected MCP context per cycle-engine.md § Pre-flight Context. If lean_run_code is unavailable, use /tmp scratch files with lake env lean for isolated experiments.

mcp_main_only (MCP available, no subagent dispatch)

MCP works in the main thread. Run all proof work directly — do not delegate to subagents. All cycle-engine phases execute in-thread. If lean_run_code is unavailable, use /tmp scratch files with lake env lean for isolated experiments.

scripts_only (no MCP, no subagents)

Use $LEAN4_SCRIPTS for search and lake env lean / lake build for validation. Key limitations in this mode:

• No live goal inspection — lean_goal is unavailable; you can read the file and check compilation output, but cannot see proof state at a specific line
• No tactic testing — lean_multi_attempt is unavailable; edits must be validated by compiling the file (lake env lean)
• No real-time diagnostics — lean_diagnostic_messages is unavailable; use lake env lean <file> (from project root) for compilation errors, but feedback is file-level, not line-level
• Search is script-based — $LEAN4_SCRIPTS/smart_search.sh replaces LSP search tools

This mode is functional for straightforward proofs but significantly slower and less precise than MCP-backed workflows.

review_only (read-only, no edits)

Read proof state and assess quality. No edits, no commits, no subagent dispatch.

File Handling Rules

Scratch-work ladder (in preference order):

1. Live file + MCP tools (lean_goal, lean_multi_attempt, lean_diagnostic_messages)
2. lean_run_code for isolated experiments
3. /tmp scratch files only when lean_run_code is unavailable and the experiment must not touch the live file
4. Never create scratch files in the repo root

File inspection: Use Read and Grep to view source files. Never write Python scripts, temp files, or use cat pipelines just to read lines from a file you already have access to.

Staging: Stage only files touched during the current session. Never use git add -A or broad glob patterns. Print the exact staged set before committing.

See sorry-filling.md for the full scratch-work preference order.

Core Primitives

Usage: Invoked by commands automatically. See references/ for details.

Invocation contract: Never run bare script names. Always use:

• Python: ${LEAN4_PYTHON_BIN:-python3} "$LEAN4_SCRIPTS/script.py"...
• Shell: bash "$LEAN4_SCRIPTS/script.sh"...
• Report-only calls: add --report-only to sorry_analyzer.py, check_axioms_inline.sh, unused_declarations.sh — suppresses exit 1 on findings; real errors still exit 1. Do not use in gate commands like /lean4:checkpoint.
• Keep stderr visible for Lean scripts (no /dev/null redirection), so real errors are not hidden.

If $LEAN4_SCRIPTS is unset or missing, run /lean4:doctor and stay LSP-only until resolved.

Automation

/lean4:prove and /lean4:autoprove handle most tasks:

• prove — guided, asks before each cycle. Ideal for interactive sessions.
• autoprove — autonomous, loops with explicit stop budgets. Ideal for unattended runs.

Both share the same cycle engine (plan → work → checkpoint → review → replan → continue/stop) and follow the LSP-first protocol: LSP tools are normative for discovery and search; script fallback only when LSP is unavailable or exhausted. Compiler-guided repair is escalation-only — not the first response to build errors. For complex proofs, they may delegate to internal workflows for deep sorry-filling (with snapshot, rollback, and scope budgets), proof repair, or axiom elimination. You don't invoke these directly.

Skill-Only Behavior

When editing .lean files without invoking a command, the skill runs one bounded pass:

• Read the goal or error via lean_goal/lean_diagnostic_messages
• Search mathlib with up to 2 LSP tools (e.g. lean_local_search + lean_leanfinder/lean_leansearch/lean_loogle)
• Try the Automation Tactics cascade
• Validate with lean_diagnostic_messages (no project-gate lake build in this mode)
• No looping, no deep escalation, no multi-cycle behavior, no commits
• End with suggestions: Use /lean4:prove for guided cycle-by-cycle help. Use /lean4:autoprove for autonomous cycles with stop safeguards.

Quality Gate

A proof is complete when:

• lake build passes
• Zero sorries in agreed scope
• Only standard axioms (propext, Classical.choice, Quot.sound)
• No statement changes without permission

Verification ladder: lean_diagnostic_messages(file) per-edit → lake env lean <path/to/File.lean> file gate (run from project root) → lake build project gate only. See cycle-engine: Build Target Policy.

Common Fixes

See compilation-errors for error-by-error guidance (type mismatch, unknown identifier, failed to synthesize, timeout, etc.).

Type Class Patterns

-- Local instance for this proof block
haveI : MeasurableSpace Ω := inferInstance
letI : Fintype α := ⟨...⟩

-- Scoped instances (affects current section)
open scoped Topology MeasureTheory

Order matters: provide outer structures before inner ones.

Automation Tactics

Try in order (stop on first success): rfl → simp → ring → linarith → nlinarith → omega → exact? → apply? → grind → aesop

Note: exact?/apply? query mathlib (slow). grind and aesop are powerful but may timeout. See grind-tactic for interactive workflows, annotation strategy, and simproc escalation.

Troubleshooting

If LSP tools aren't responding, check your operating profile above. In scripts_only mode, $LEAN4_SCRIPTS provides search and lake env lean provides file-level compilation feedback, but live goal inspection, tactic testing, and line-level diagnostics are unavailable. If environment variables (LEAN4_SCRIPTS, LEAN4_REFS) are missing, run /lean4:doctor to diagnose.

Script environment check:

echo "$LEAN4_SCRIPTS"
ls -l "$LEAN4_SCRIPTS/sorry_analyzer.py"
# One-pass discovery for troubleshooting (human-readable default text):
${LEAN4_PYTHON_BIN:-python3} "$LEAN4_SCRIPTS/sorry_analyzer.py" . --report-only
# Structured output (optional): --format=json
# Counts only (optional): --format=summary

Cold start / fresh worktree:

• Fresh worktree or after lake clean? Prime the cache in that worktree before the first real build.
• Use the project's cache command: lake cache get on newer Lake, or lake exe cache get where the project still uses the mathlib cache executable.
• If Lean LSP is cold or timing out on first use, run one lake build to bootstrap the workspace.
• After bootstrap, return to the normal verification ladder: lean_diagnostic_messages(file) → lake env lean <path/to/File.lean> (from project root) → lake build only at checkpoint/final gate.
• Do not symlink another worktree's .lake/build; use Lake cache/artifact mechanisms instead.

References

Cycle Engine: cycle-engine — shared prove/autoprove logic (stuck, deep mode, falsification, safety)

LSP Tools: lean-lsp-server (quick start), lean-lsp-tools-api (full API — grep ^## for tool names)

Search: mathlib-guide (read when searching for existing lemmas), lean-phrasebook (math→Lean translations)

Errors: compilation-errors (read first for any build error), instance-pollution (typeclass conflicts — grep ## Sub- for patterns), compiler-guided-repair (escalation-only repair — not first-pass)

Tactics: tactics-reference (tactic lookup — grep ^### TacticName), grind-tactic (SMT-style automation — when simp can't close), simp-reference (simp hygiene + custom simprocs), tactic-patterns, calc-patterns

Proof Development: proof-templates, proof-refactoring (28K — grep by topic), proof-simplification (strategy-level: mathlib search, congr lemmas, helper extraction), sorry-filling

Optimization: proof-golfing (includes safety rules, bounded LSP lemma replacement, bulk rewrites, anti-patterns; escalates to axiom-eliminator), proof-golfing-patterns, performance-optimization (grep by symptom), profiling-workflows (diagnose slow builds/proofs)

Domain: domain-patterns (25K — grep ## Area), measure-theory (28K), axiom-elimination

Style: mathlib-style, verso-docs (Verso doc comment roles and fixups)

Custom Syntax: lean4-custom-syntax (read when building notations, macros, elaborators, or DSLs), metaprogramming-patterns (MetaM/TacticM API — composable blocks, elaborators), scaffold-dsl (copy-paste DSL template), json-patterns (json% syntax + ToJson)

Quality: linter-authoring (project-specific linter rules), ffi-interop (FFI, @&, init, symbol linkage)

Workflows: agent-workflows, subagent-workflows, command-examples, learn-pathways (intent taxonomy, game tracks, source handling)

Internals: review-hook-schema, compiler-internals (attributes, specialization, pipeline)