| name | org-search |
| context | fork |
| agent | Explore |
| argument-hint | query |
| description | Experimental jbcontext org-wide semantic search across multiple repositories |
Use this skill to research $ARGUMENTS across all available repositories, especially when the answer may live outside the current repo.
Use cases for cross repository search
- Find reusable components, libraries, or utilities. Before writing new code, check whether another repo already exposes a client, helper, or shared package that solves the problem.
- Locate prior art and reference implementations. Discover how other teams have already solved a similar design problem (e.g. retry logic, feature flag wiring, pagination, caching, auth middleware) so a new implementation can follow established patterns.
- Trace cross-service API consumers and producers. Given an endpoint, RPC, topic, or event name, find every repo that publishes or consumes it to understand blast radius before changing a contract.
- Find usages of a shared library, type, or symbol across the org. Useful for migrations, deprecations, and breaking-change planning — answer "who imports this?" when the symbol is defined in a shared package.
- Investigate unfamiliar systems and code ownership. When a request mentions a service, table, or feature you don't recognize, search the org to find the owning repo, its README, and entry points before asking a human.
- Audit security, compliance, or anti-pattern occurrences. Sweep all repos for risky patterns (hardcoded secrets shapes, deprecated crypto, banned dependencies, unsafe SQL) to scope remediation work.
- Discover configuration and infrastructure examples. Find how other services configure the same tool (CI workflows, Dockerfiles, Terraform modules, Helm charts, observability setup) to copy a known-good baseline.
- Cross-reference schemas, protos, and shared data models. Locate the canonical definition of a type or message and every repo that depends on it.
- Reproduce or correlate bugs across services. When a bug may stem from a shared dependency or duplicated logic, search the org for the same code path or error string.
- Onboarding and documentation lookup. Surface relevant docs, runbooks, and examples that live outside the current repo when the local codebase doesn't fully explain a workflow.
Workflow
- Find candidate repositories first. Run the experimental repo discovery command before searching code:
jbcontext repos "<repo or domain terms>" --limit 30
Use short, discriminative repo terms from the request: product names, service names, team names, package names, or explicit repository names.
- Handle prefixed repository families carefully. If the request mentions a prefix or wildcard such as
jcp-*, treat it as a repository-family constraint.
- Query the prefix literally, for example
jcp and jcp-.
- Keep all suitable repos whose names start with that prefix.
- Do not replace a prefixed repo family with a similar unprefixed repo unless the repo results clearly show it is the right target.
- Preserve the exact repository
id returned by jbcontext repos; do not infer ids from names.
jbcontext repos "jcp-" # show all repos started with jcp- prefix
You can omit query completely.
-
Select suitable repos. Prefer exact name matches, prefix-family matches, and repos whose description/path/language matches the task. If there are many candidates, search the most likely 5-10 first, then expand if results are weak.
-
Search selected repos in parallel. Invoke jbcontext search once per selected repository, passing the repository id from jbcontext repos with the id option supported by the installed experimental CLI:
jbcontext search --repository-id "<repo-id>" --json-output --limit 10 "<semantic search query>"
If jbcontext search --help shows a different repository-id flag, use that flag, but still pass the exact id from jbcontext repos. Run independent repo searches in parallel when the agent environment supports parallel tool calls; otherwise keep results grouped by repository.
- Resolve snippets and repo information with
gh. When jbcontext search returns promising snippets, use the GitHub CLI to fetch full file context, surrounding code, default branch, repo metadata, owners, recent commits, or related PRs/issues before relying on the match. Use the GitHub owner/name or URL from jbcontext repos when available.
gh repo view "<owner>/<repo>" --json nameWithOwner,description,defaultBranchRef,url
gh api "repos/<owner>/<repo>/contents/<path>?ref=<ref>" -H "Accept: application/vnd.github.raw"
- Synthesize across repositories. Report which repos were searched, which repos had useful matches, and the strongest files/symbols found. If no suitable repo is found, say which repo filters were tried before stopping.
Search Guidance
- Use semantic, behavior-focused queries for
jbcontext search; avoid one-word searches.
- Re-run
jbcontext repos with narrower or prefix-aware terms before broadening code search.
- Use path filters only after repo-level matches identify likely directories.
- Keep repository names and ids visible in notes so later searches can be reproduced.
- Use
gh to resolve snippets into full source context and to gather more information about matching repositories.
