rq — Reference Query

rq finds the code you're looking for. Name a class, method, function, struct or constant, and rq ranks its definition first.

In a Rails checkout:

rq HashWithIndifferentAccess  # → activesupport/lib/active_support/hash_with_indifferent_access.rb:55
rq hwia                       # → the same class: fuzzy and abbreviation-aware
rq 'Hash*Access'              # → wildcards: `*` any run, `?` one char (quote them)
rq ActiveRecord::Base         # → the Base defined inside ActiveRecord
rq Persistence#save           # → the save defined inside Persistence
rq Migration.new              # → Migration's constructor (initialize, __init__, constructor)
rq class Base                 # → a leading kind keyword is shorthand for -k class
rq perform activejob          # → the perform under activejob/, ranked

rq finds names, not behaviour. If you know what the code does but not what it's called, use semantic search (contour) or text search (rg) instead.

Why not grep / ctags / an LSP?

• grep / rg give every textual mention; rq gives the one place a symbol is defined, ranked.
• ctags is static and relevance-blind; rq ranks by match quality, your current repo, recency, and the branch you're on.
• an LSP is heavy — per-language, per-project, slow to warm. rq is one binary across all your repos: sub-millisecond search, warms itself on first use, and self-heals on edits.

Definitions come from Tree-sitter for Ruby, Rust, Go, Python, TypeScript, and JavaScript.

Install

brew install dpep/tools/rq      # builds from source; no runtime deps

Or build it yourself — rq needs Rust only at build time:

cargo install --path .          # or: make install

Usage

rq <query>                  # search definitions; ranked
rq <query> -e/--explain     # show the score behind each result
rq <query> -j/--json        # JSON array (-J/--ndjson for one object per line)
rq <query> [DIR...]         # restrict to directories (rg-style; or -p/--path)
rq <query> -k/--kind KIND   # restrict to kind: class|module|method|function|struct|enum|trait|constant
rq KIND <query>             # a leading kind keyword is shorthand for -k (rq class Widget)
rq Scope::name              # scope-aware: only the name defined inside Scope (or Scope#method)
rq <query> -x/--lang LANG   # restrict to language: ruby|rust|go|python|typescript|javascript
                            #   (prefix-matched; r=ruby+rust; aliases rb/rs/ts/js)
rq <query> -l/--limit N     # cap the number of results (default 10; 0 = every match)
rq <query> -a/--all-repos   # search every indexed repo (default: just the current one)
rq <query> --anchor F:LINE  # rank as if asked from that line (F:LINE[:COL])
rq <query> --show           # print the definition's source (confident match only)
rq <query> -o/--open        # open the best match in your editor
rq <query> -w/--web         # open the best match on GitHub, pinned to a pushed sha
rq --symbols FILE           # outline a file's definitions, in line order
rq --index [PATH]           # index a repository (incremental; safe to re-run)
rq --index --path DIR       # seed the index with a subtree first (big monorepos)
rq --drop [PATH|IDENTITY]   # remove a repo's index (opposite of --index)
rq --status                 # indexing coverage per known repository
rq --usage                  # searches per day, by caller and flags

Opening results

rq -o <query> jumps to the best match in your editor. On a terminal with several matches it asks you to choose; otherwise it takes the top hit. The launcher is, in order:

1. RQ_OPEN, a command template: {file} is the absolute path, {line} the line, {} both as path:line. A template with none of them gets path:line appended as its last argument.
2. VS Code (code).
3. $VISUAL, then $EDITOR.
4. Nothing found: rq prints path:line.

rq -o Widget                               # open the top match
RQ_OPEN='vim +{line} {file}' rq -o Widget  # runs `vim +12 /abs/path/widget.rb`
RQ_OPEN=subl rq -o Widget                  # runs `subl /abs/path/widget.rb:12`

rq -w <query> does the same in the browser. It opens the match on the repo's git host (https://<remote>/blob/<sha>/<file>#L<line>), pinned to a commit so the link survives the branch moving: HEAD, or if HEAD isn't pushed yet, the newest pushed commit in its history. A result from another repo (-a) links to that host's default branch, since rq doesn't know what's checked out there. The launcher is $BROWSER, then open/xdg-open, else rq prints the URL.

For an interactive fzf picker, script/rq-open is a small wrapper around rq. docs/EDITORS.md covers it, the VS Code extension (Cmd-click Go to Definition) and Neovim.

Ranking from where you are

--anchor FILE:LINE[:COL] tells rq where the question comes from — an editor's cursor, or the file an agent is reading. Definitions in the classes and modules enclosing that line rank first, then the same file and nearby directories.

$ rq 'valid?' -l 2
activemodel/lib/active_model/validations.rb:342  method valid? · ActiveModel::Validations
activerecord/lib/active_record/validations.rb:69  method valid? · ActiveRecord::Validations

$ rq 'valid?' --anchor activerecord/lib/active_record/validations.rb:48 -l 1
activerecord/lib/active_record/validations.rb:69  method valid? · ActiveRecord::Validations

It reorders and never filters, so it's safe whenever you know the file. FILE is relative to the current directory; COL is accepted and ignored. rq records no inheritance, so an inherited method gets no credit from the enclosing class. The VS Code extension passes --anchor on every click.

For agents / scripts

-j/--json (array) and -J/--ndjson (one object per line) are the structured surface for editors, scripts, and AI agents. Every command honors them, not just search.

Result fields

A search result, a --show result and a --symbols row share one shape. A field that doesn't apply is omitted, never null.

Misses and exit codes

A miss is one {"status": …, "query": …} object instead of results:

A match exits 0. Every miss is non-zero, so rq … && … reads as "found something".

Errors

When a run fails under --json/--ndjson — a bad flag or value, an empty query, an index that can't be opened, a --symbols file that doesn't exist — stdout carries one object instead of results:

{ "error": "rq: unknown --kind \"widget\" (class, module, method, function, struct, enum, trait, constant)", "kind": "usage", "code": 64 }

kind is stable, and code is the exit code. The message also goes to stderr. Errors take codes from sysexits(3), so none is ever mistaken for a miss or a retry:

Every code means one thing, so a script can branch on the number: 1 is absent, 2 is ask again, and anything else is an error, which kind names. rq --help lists the same table.

Batch mode

Pipe queries on stdin, one per line, with -J. rq resolves the repo and opens the index once instead of per query, which on a large repo is most of what a lookup costs:

printf 'HashWithIndifferentAccess\nNoSuchThing\n' | rq -J -l 1

{"query":"HashWithIndifferentAccess","name":"HashWithIndifferentAccess","kind":"class",…}
{"query":"NoSuchThing","status":"no_match"}

Each row carries its query; a miss row carries its own status. The run exits 0 if any query matched, non-zero only if every one missed. --json can't frame several result sets, so batch needs -J, and --show/--open/--web don't apply. A cold repo is indexed up front, within the --wait budget, before the first answer.

Reading the source

--show locates and reads in one call. When the top match's confidence is at least 0.85 it prints the full line..=end_line span (body in JSON); otherwise it prints the ranked list, so it never dumps a definition it isn't sure about.

rq ActiveSupport::HashWithIndifferentAccess --show   # confident: prints the class
rq perform --show                                    # 122 candidates: prints the list

Other commands

rq --status --json emits coverage rows (repo, status, files, symbols). rq --index --json emits this run's counts (files_added, symbols_added) plus the repo's totals. rq --drop --json reports what it removed (repo, files, symbols, dropped). Single-result commands emit one object.

Waiting on the index

--no-wait answers from whatever's already indexed instead of waiting on a warming repo — say, right after a branch switch on a huge repo. A miss reports warming (exit 2) so you can retry; warming continues in a detached background process.

--wait <dur> caps how long a query may wait: 50ms, 2s, 1m, or bare seconds (--wait 0 is --no-wait). It overrides RQ_WAIT_BUDGET_MS (default 1 minute) for that call.

File outline

rq --symbols <file> lists every definition in a file, in line order — a structural outline, not a ranked search. Honors -k/--kind and -x/--lang, and emits the same fields as a search result, minus the scoring ones.

rq --symbols src/search/score.rs
rq --symbols src/store/mod.rs -k struct,enum --json

Ranking

A query is matched and scored by an additive sum of named signals, and --explain shows the sum for each result:

$ rq Store --explain -l 2
src/store/mod.rs:84  struct Store
    pub(crate) struct Store {
    confidence 0.90 · score 1296 = exact 1000 + case 150 + extent 11 + kind 15 + recency 120
src/cli/mod.rs:1873  method store · BranchRefresh
    fn store(self, store: &Store) {
    confidence 0.04 · score 1123 = exact 1000 + private -15 + extent 18 + recency 120

• match quality — exact > prefix > camel/underscore abbreviation > subsequence
• visibility — public API edges out private/protected helpers (Rust pub, Ruby private sections, Python _underscore, Go capitalization, TypeScript member modifiers and ESM export)
• qualifier — a scoped query (Foo::Bar, Foo#bar, Foo.bar) keeps only the definitions inside that scope; Foo.new finds the constructor, or the class itself when it inherits one
• path — the query also matches the file's name
• current repo — results are scoped to the repo you're in by default (-a/--all-repos to search every indexed repo)
• recency — symbols in recently edited or committed files
• branch — on a feature branch, files you're changing vs the trunk (and their directory neighbors) — where you're most likely working
• anchor — with --anchor, definitions enclosing that line (enclosing), then those in the same file and nearby directories (proximity)

Fewer, better, ranked results are the goal — not completeness.

Staying current

You rarely run rq --index by hand. The first query in a git repo warms the index, files you're changing on this branch first, and once your answer prints a detached, low-priority process finishes the sweep in the background. A cold repo is the exception: the first query indexes until it can answer rather than report a false miss. On a terminal, a progress line appears if that takes longer than half a second, and Ctrl-C stops it. It's a one-time cost — the index persists and self-heals as you search, re-reading edited files and reconciling added and removed ones.

A non-git directory isn't warmed on a stray query, but rq --index <dir> tracks it like any repo under a local:<path> identity; otherwise rq live-scans it, so it still answers at zero coverage. A live answer is marked "source": "live" in JSON, -v notes the files it scanned and how long it took against its budget (RQ_FALLBACK_BUDGET_MS, default 250 ms), and --usage counts these answers apart. The index is a SQLite file at $RQ_DB (default ~/.local/share/rq/rq.db).

Shell completions

rq --completions <shell>        # bash, zsh, fish, elvish, powershell

Homebrew installs bash/zsh completions automatically.

Using with Claude Code

rq ships with a Claude Code skill (claude/rq-skill.md) so Claude reaches for it when locating a definition instead of grepping the tree. Install the marketplace plugin, which updates itself and brings the sibling skills:

/plugin marketplace add dpep/claude
/plugin install code@dpep

Or copy the one file:

mkdir -p ~/.claude/skills/rq
cp claude/rq-skill.md ~/.claude/skills/rq/SKILL.md

The plugin is the better default; claude/INSTALL.md covers when it isn't.

Performance

The in-process search pipeline measures p50 ~160 µs, max < 0.25 ms on a mid-size library (a few hundred symbols) — microseconds against a 50 ms first-answer budget. Benchmark your own tree: make bench REPO=/path/to/repo.

Scope

rq indexes definitions — classes, modules, methods, functions. It does not do call graphs, type inference, reference tracking, inheritance, or LSP features. It's built for many repositories and millions of symbols, and never assumes everything belongs to one project. Repository identity is normalized from the git remote (github.com/org/repo), falling back to local:/absolute/path.

See docs/ARCHITECTURE.md for the full design.

License

MIT © Daniel Pepper.