ashtonian/llm-init

Bootstrap any project for LLM-driven development with Claude Code. One command sets up spec-driven docs, iterative review loops, plan coordination, knowledge accumulation, MCP servers, and code conventions. Includes Go and TypeScript guides, 7 plan templates, and a full idea-to-project pipeline.

2Stars on the repository
49Mods indexed here, across every type
6mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

api-designer

01

ashtonian/llm-init

Agent Claude Code

API contract designer and implementer. Use for REST endpoints, gRPC services, GraphQL schemas, and API versioning.

2 6mo ago A 29 tokens original MIT

architect

02

ashtonian/llm-init

Agent Claude Code

System architect for design decisions, service boundaries, tradeoff analysis, and technical specifications. Use for architecture review and design.

2 6mo ago A 26 tokens original MIT

benchmarker

03

ashtonian/llm-init

Agent Claude Code

Performance specialist for profiling, benchmarking, load testing, and regression detection. Use for performance optimization.

2 6mo ago A 22 tokens original MIT

data-modeler

04

ashtonian/llm-init

Agent Claude Code

Database schema designer and data access layer implementer. Use for migrations, models, repositories, and query optimization.

2 6mo ago A 26 tokens original MIT

debugger

05

ashtonian/llm-init

Agent Claude Code

Root cause analysis and bug fixing specialist.

2 6mo ago A 11 tokens original MIT

devops

06

ashtonian/llm-init

Agent Claude Code

Infrastructure and DevOps specialist. Use for Docker, Kubernetes, Terraform, CI/CD pipelines, monitoring, and deployment automation.

2 6mo ago A 27 tokens original MIT

frontend

07

ashtonian/llm-init

Agent Claude Code

Frontend/UI implementation specialist. Use for React, Next.js, TypeScript UI components, pages, and client-side features.

2 6mo ago A 26 tokens original MIT

implementer

08

ashtonian/llm-init

Agent Claude Code

Implements features with spec compliance and production-quality code. Use for implementation tasks.

2 6mo ago A 19 tokens original MIT

ashtonian/llm-init

Agent Claude Code

Database schema evolution specialist. Use for migrations, schema changes, and data transformations requiring zero-downtime deployment.

2 6mo ago A 26 tokens original MIT

refactorer

10

ashtonian/llm-init

Agent Claude Code

Technical debt elimination and code quality improvement. Use for refactoring tasks that improve maintainability without changing behavior.

2 6mo ago A 25 tokens original MIT

release-engineer

11

ashtonian/llm-init

Agent Claude Code

Release management specialist. Use for release planning, changelog generation, version management, and deployment validation.

2 6mo ago A 24 tokens original MIT

ashtonian/llm-init

Agent Claude Code

Requirements and domain analysis specialist. Use for deep requirement gathering, user story writing, acceptance criteria definition, and domain modeling.

2 6mo ago A 29 tokens original MIT

reviewer

13

ashtonian/llm-init

Agent Claude Code

Reviews code for quality, pattern consistency, and spec drift. Use for review tasks.

2 6mo ago A 20 tokens original MIT

security

14

ashtonian/llm-init

Agent Claude Code

Security auditor for vulnerability detection, input validation, and auth review.

2 6mo ago A 15 tokens original MIT

spec-writer

15

ashtonian/llm-init

Agent Claude Code

Writes comprehensive technical specifications for features before implementation. Use for spec creation, spec updates, and ensuring specs are complete.

2 6mo ago A 27 tokens original MIT

team-lead

16

ashtonian/llm-init

Agent Claude Code

Orchestrates parallel task execution across teammate agents with branch isolation.

2 6mo ago A 17 tokens original MIT

tester

17

ashtonian/llm-init

Agent Claude Code

Test coverage specialist for edge cases and failure modes.

2 6mo ago A 12 tokens original MIT

ux-researcher

18

ashtonian/llm-init

Agent Claude Code

UX research and design specialist. Use for user flow analysis, accessibility audits, usability heuristic evaluation, and design system maintenance.

2 6mo ago A 29 tokens original MIT