loogle-search

Search Mathlib for lemmas by type signature pattern using Loogle.

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Best use case

loogle-search is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Search Mathlib for lemmas by type signature pattern using Loogle.

Teams using loogle-search should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/loogle-search/SKILL.md --create-dirs "https://raw.githubusercontent.com/vibeeval/vibecosystem/main/skills/loogle-search/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/loogle-search/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How loogle-search Compares

Feature / Agentloogle-searchStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Search Mathlib for lemmas by type signature pattern using Loogle.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Loogle Search - Mathlib Type Signature Search

Search Mathlib for lemmas by type signature pattern.

## When to Use

- Finding a lemma when you know the type shape but not the name
- Discovering what's available for a type (e.g., all `Nontrivial ↔ _` lemmas)
- Type-directed proof search

## Commands

```bash
# Search by pattern (uses server if running, else direct)
loogle-search "Nontrivial _ ↔ _"
loogle-search "(?a → ?b) → List ?a → List ?b"
loogle-search "IsCyclic, center"

# JSON output
loogle-search "List.map" --json

# Start server for fast queries (keeps index in memory)
loogle-server &
```

## Query Syntax

| Pattern | Meaning |
|---------|---------|
| `_` | Any single type |
| `?a`, `?b` | Type variables (same variable = same type) |
| `Foo, Bar` | Must mention both `Foo` and `Bar` |
| `Foo.bar` | Exact name match |

## Examples

```bash
# Find lemmas relating Nontrivial and cardinality
loogle-search "Nontrivial _ ↔ _ < Fintype.card _"

# Find map-like functions
loogle-search "(?a → ?b) → List ?a → List ?b"
# → List.map, List.pmap, ...

# Find everything about cyclic groups and center
loogle-search "IsCyclic, center"
# → commutative_of_cyclic_center_quotient, ...

# Find Fintype.card lemmas
loogle-search "Fintype.card"
```

## Performance

- **With server running**: ~100-200ms per query
- **Cold start (no server)**: ~10s per query (loads 343MB index)

## Setup

Loogle must be built first:
```bash
cd ~/tools/loogle && lake build
lake build LoogleMathlibCache  # or use --write-index
```

## Integration with Proofs

When stuck in a Lean proof:
1. Identify what type shape you need
2. Query Loogle to find the lemma name
3. Apply the lemma in your proof

```lean
-- Goal: Nontrivial G from 1 < Fintype.card G
-- Query: loogle-search "Nontrivial _ ↔ 1 < Fintype.card _"
-- Found: Fintype.one_lt_card_iff_nontrivial
exact Fintype.one_lt_card_iff_nontrivial.mpr h
```