Bitloops Bitloops Bitloops

DevQL Explore First

Do not use sed, rg, grep, find, wc, directory crawling, or broad source-file reads to discover task-relevant code while DevQL can answer the lookup. Use traditional tools only to:

• read bounded ranges returned by DevQL
• inspect files you are editing after DevQL selected them
• run tests or git/status commands
• fall back when DevQL fails, is empty, or contradicts the task

Do not run bitloops devql --help or bitloops devql query --help.

Choose the most specific selector:

• known symbolFqn: use symbolFqn
• known file or file range: use path, optionally with lines
• single concrete identifier, method name, literal, error code, path-like string, or copied snippet: use searchMode: LEXICAL
• architecture role terms such as API endpoint, command handler, repository, adapter, or boundary: use searchMode: ARCHITECTURE
• multiple related terms, behavior, concept, or task keywords without one exact anchor: omit searchMode and use default AUTO

Fuzzy symbol-name lookup is included in the lexical lane; do not use a separate fuzzy selector.

Use compact exploration queries. If the prompt has no concrete anchor, start with the default AUTO query:

bitloops devql query '{ selectArtefacts(by: { search: "<short behavior phrase or task keywords>" }) { count artefacts(first: 10) { path symbolFqn canonicalKind startLine endLine score } } }'
bitloops devql query '{ selectArtefacts(by: { search: "<single identifier, literal, path fragment, or short snippet>", searchMode: LEXICAL }) { count artefacts(first: 10) { path symbolFqn canonicalKind startLine endLine score } } }'
bitloops devql query '{ selectArtefacts(by: { symbolFqn: "<symbol-fqn>" }) { count artefacts(first: 10) { path symbolFqn canonicalKind startLine endLine score } } }'
bitloops devql query '{ selectArtefacts(by: { path: "<repo-relative-path>", lines: { start: <start>, end: <end> } }) { count artefacts(first: 10) { path symbolFqn canonicalKind startLine endLine score } } }'

For architecture role context on a known file, use the minimal GraphQL shape and request role fields only unless target or rule metadata is needed:

bitloops devql query  '{ selectArtefacts(by: { path: "<repo-relative-path>" }) { architectureRoles(first: 10) { items(first: 10) { role { canonicalKey displayName family description } target { symbolFqn canonicalKind } } } } }'
bitloops devql query  '{ selectArtefacts(by: { symbolFqn: "<symbol-fqn>" }) { architectureRoles(first: 10) { items(first: 10) { role { canonicalKey displayName family description } target { symbolFqn canonicalKind } } } } }'

If DevQL returns relevant paths and line ranges:

• read only about 50 lines before and after those ranges
• do not duplicate the same search with rg, grep, glob, or find
• for each new exploration question, query DevQL again instead of switching to grep/glob/find
• fall back to normal search only if DevQL fails, is empty, or contradicts the task
• use at most 3 DevQL calls before each bounded source-read phase

Source: bitloops/bitloops — distributed by TomeVault.