Skip to content
Agentmart
Submit a tool

cheez-search

AST-aware code search using tilth MCP.

Skill by paulnsorensen

IndexedMIT★ 1
Write a review

Chalk Labs

Need help deploying cheez-search?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/paulnsorensen-cheez-search

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

AST-aware code search using tilth MCP. Finds definitions first, then usages. Use tree-sitter structural matching instead of blind text grep. Understand dependencies and call graphs. Use when: finding where symbols are defined, tracing call chains, understanding code structure, finding all callers of a function. Do NOT use for reading files — use cheez-read. Do NOT use for editing — use cheez-write. Examples: "find where handleAuth is defined", "what calls validateToken?", "trace the ServeHTTP, HandlersChain, Next functions", "find all implementations of the UserService interface".

Use cases: writing, agent-building

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/cheez-search

Tools it pre-approves 3

From allowed-tools in SKILL.md: the agent may use these without asking you each time.

  • mcp__tilth__tilth_search,
  • mcp__tilth__tilth_deps,
  • bash

What's inside

Skill name
cheez-search
Description
AST-aware code search using tilth MCP. Finds definitions first, then usages. Use tree-sitter structural matching instead of blind text grep. Understand dependencies and call graphs. Use when: finding where symbols are defined, tracing call chains, understanding code structure, finding all callers of a function. Do NOT use for reading files — use cheez-read. Do NOT use for editing — use cheez-write. Examples: "find where handleAuth is defined", "what calls validateToken?", "trace the ServeHTTP, HandlersChain, Next functions", "find all implementations of the UserService interface".
License
MIT
Compatibility
Requires tilth MCP server
Allowed tools
mcp__tilth__tilth_search,, mcp__tilth__tilth_deps,, bash
Instructions
433 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# cheez-search

> **Hard dependency**: If `mcp__tilth__tilth_search` is unavailable, stop immediately and report
> "tilth MCP server is not loaded — cannot proceed." Do NOT fall back to `Grep`, `Glob`,
> or any host tool.

AST-aware code search via **tilth MCP** (`tilth_search`, `tilth_deps`).
Tree-sitter finds where symbols are **defined** — not just where strings appear.
Understand dependencies instead of blindly grepping.

---

## Core Principle: Definitions First

Traditional grep finds text matches. tilth_search finds **semantic matches**:
- Definitions: where a symbol is declared
- Usages: where it's called or referenced
- Implementations: where interfaces are implemented

Each match includes its surrounding file structure, so you know what you're
looking at without a second read.

**Why this matters:**
- "handleAuth" appears 47 times, but it's DEFINED in one place
- tilth shows the definition first, then usages ranked by relevance
- You understand the code faster with fewer tool calls

---

## Choose your search kind

All six rows below are first-class — picking the right one is the difference
between one call and a long grep walk.

| Goal | Tool | Example |
|------|------|---------|
| Find where a symbol is defined / used | `tilth_search` (default `kind: "symbol"`) | `tilth_search(query: "handleAuth", scope: "src/")` |
| Find every call site of a function | `tilth_search(kind: "callers")` | `tilth_search(query: "validateToken", kind: "callers")` |
| Find literal strings, TODOs, error messages | `tilth_search(kind: "content")` | `tilth_search(query: "TODO: fix", kind: "content")` |
| Find lines matching a regex | `tilth_search(kind: "regex")` | `tilth_search(query: "rate.?limit", kind: "regex")` |
| Match an AST shape (template with metavars) | `sg` (ast-grep, via Bash) | `sg --lang typescript -p 'JSON.parse(JSON.stringify($X))' --json src/` |
| Module import / blast-radius graph | `tilth_deps` | `tilth_deps(path: "src/auth.ts")` |

**Rule of thumb:** stay in tilth for anything name-shaped or text-shaped.
Drop to `sg` only when the pattern needs structural metavariables (`$X`,
`$$$BODY`) that tilth can't express.

---

## MCP Tool Reference

### tilth_search — Symbol and Content Search

**Basic symbol search:**
```
tilth_search(query: "handleAuth", scope: "src/")
```

**Output:**
```
# Search: "handleAuth" in src/ — 6 matches (2 definitions, 4 usages)

## src/auth.ts:44-89 [definition]
  [24-42]  fn validateToken(token: string)
→ [44-89]  export fn handleAuth(req, res, next)
  [91-120] fn refreshSession(req, res)

  44 │ export function handleAuth(req, res, next) {
  45 │   const token = req.headers.authorization?.split(' ')[1];
  ...
  88 │   next();
  89 │ }

  ── calls ──
  validateToken  src/auth.ts:24-42  fn validateToken(token: string): Claims | null
  refreshSession  src/auth.ts:91-120  fn refreshSession(req, res)

## src/routes/api.ts:34 [usage]
→ [34]   router.use('/api/protected/*', handleAuth);
```

**Key features:**
- `[definition]` vs `[usage]` — know what you're looking at
- Context lines show surrounding structure (what else is in this file)
- `── calls ──` footer shows what the function calls (one-hop callees)
- Expanded source blocks include full implementation

---

## Multi-Symbol Search

Trace across files in one call:

```
tilth_search(query: "ServeHTTP, HandlersChain, Next", scope: ".")
```

Each symbol gets its own result block. The expand budget is shared — at least
one expansion per symbol, deduplicated across files.

**Use cases:**
- Understanding a flow that spans multiple types
- Tracing request handling through middleware chains
- Investigating related symbols together

---

## Callers Query — Find All Call Sites

Find all places that call a specific function using structural tree-sitter
matching (not text search):

```
tilth_search(query: "isTrustedProxy", kind: "callers", scope: ".")
```

**Output:**
```
# Callers of "isTrustedProxy" — 5 call sites

From paulnsorensen/cheese-flow, MIT.

More from paulnsorensen/cheese-flow

Signals

Stars
1
Forks
1
Open issues
25
Last commit (this folder)
May 1, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from paulnsorensen

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get cheez-search running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Goes to the Chalk Labs founders, not the newsletter. Privacy

Need help deploying cheez-search?

CallGet help
Cite this page

cheez-search skill. Agent Mart. https://agentmart.dev/skills/paulnsorensen-cheez-search (last updated 2026-10-24)