HumanBean17/jrag

A rag + rag-graph native code intelligence layer for Java microservice estates, exposed to LLM agents via CLI

9Stars on the repository
20Mods indexed here, across every type
7d agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

brainstorming

01

HumanBean17/jrag

Skill Claude CodeCodex

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements, and design before implementation.

9 7d ago A 38 tokens original MIT

HumanBean17/jrag

Skill Claude CodeCodex

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies.

9 7d ago A 26 tokens copy · 95% MIT

executing-plans

03

HumanBean17/jrag

Skill Claude CodeCodex

Use when you have a written implementation plan to execute in a separate session with review checkpoints.

9 7d ago A 22 tokens copy · 89% MIT

HumanBean17/jrag

Skill Claude CodeCodex

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup.

9 7d ago A 44 tokens original MIT

publish-pip

05

HumanBean17/jrag

Skill Claude CodeCodex

Use when the user asks to publish or release the jrag-cli / java-codebase-rag pip packages to PyPI, cut a PyPI release, or recover a failed/diverged release. Primary path is tag-triggered CI (release.sh → release.yml dual-publish); the manual fallback covers CI-down and PyPI-reconciliation cases.

9 7d ago C 73 tokens original MIT

HumanBean17/jrag

Skill Claude CodeCodex

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation.

9 7d ago A 38 tokens copy · 97% MIT

HumanBean17/jrag

Skill Claude CodeCodex

Use when completing tasks, implementing major features, or before merging to verify work meets requirements.

9 7d ago A 22 tokens original MIT

HumanBean17/jrag

Skill Claude CodeCodex

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

9 7d ago A 21 tokens copy · 97% MIT

HumanBean17/jrag

Skill Claude CodeCodex

Use when implementing any feature or bugfix, before writing implementation code.

9 7d ago A 17 tokens copy · 100% MIT

using-git-worktrees

11

HumanBean17/jrag

Skill Claude CodeCodex

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback.

9 7d ago A 36 tokens copy · 100% MIT

using-superpowers

12

HumanBean17/jrag

Skill Claude CodeCodex

Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions.

9 7d ago A 28 tokens copy · 98% MIT

HumanBean17/jrag

Skill Claude CodeCodex

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always.

9 7d ago A 43 tokens copy · 84% MIT

writing-plans

14

HumanBean17/jrag

Skill Claude CodeCodex

Use when you have a spec or requirements for a multi-step task, before touching code.

9 7d ago A 21 tokens original MIT

HumanBean17/jrag

Skill Claude CodeCodex

MUST BE USED PROACTIVELY. Universal JVM (Java + Kotlin) codebase exploration (CLI surface): graph navigation (jrag callers/callees/routes/impact/flow/…) plus jrag search (locate code/config by meaning or keywords) and file-system search. Use for any exploration task: locating code, tracing dependencies, finding…

9 7d ago A 129 tokens original MIT

explore-codebase

16

HumanBean17/jrag

Skill Claude CodeCodex

MUST BE USED PROACTIVELY. Universal read-only codebase exploration. Combines jrag graph navigation (call chains, routes, service boundaries, impact analysis, FQN resolution) with broad file-system search (grep, glob, file reading). Use for any exploration: locating code, tracing dependencies, finding patterns, 'where…

9 7d ago A 117 tokens original MIT