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LLM-agnostic developer workflow toolkit — Day 0 scaffold + Day 1 EPAV

Project description

nexus-dev-toolkit

PyPI version Python License: MIT

Developer workflow toolkit for Claude Code. Gives any team a structured Day 0 scaffold and repeatable Day 1 feature cycle via the EPAV methodology.


Why

Ad-hoc AI prompting doesn't scale. Every dev prompts differently, context drifts, and nobody knows what the AI was told last sprint.

nexus-dev-toolkit gives your team a single workflow:

  • Day 0 — scaffold the project once, production-grade, zero credentials needed
  • Day 1 — every feature follows the same four steps: evaluate → plan → apply → validate

Every skill, every rule, every pattern lives in the project repo — versioned, shared, and enforced.


Setup

1. Install prerequisites

uv (recommended package manager):

curl -LsSf https://astral.sh/uv/install.sh | sh

Claude Code:

npm install -g @anthropic-ai/claude-code
claude login

graphify (strongly recommended) — builds a queryable knowledge graph of your codebase. EPAV skills query this graph to understand blast radius and cross-file dependencies before touching any code.

With graphify Without graphify
Context loading Scoped subgraph — fast, low token cost Full file reads — slow, high token cost
Blast radius Accurate, graph-backed Best-effort, grep-based
Auto-update PostToolUse hook keeps graph current N/A
EPAV skills Full capability Degraded but functional
uv tool install graphifyy   # PyPI package name has double y; command is "graphify"
graphify install             # registers /graphify skill into Claude Code

2. Install nexus-dev-toolkit

uv tool install nexus-dev-toolkit

3. Initialize your project

cd my-project
nexus init .

4. Build the knowledge graph

Open the project in Claude Code and run:

/graphify .

This generates graphify-out/graph.json — required by all EPAV skills.

5. Start Day 0

/scaffold

The Workflow

Day 0 — /scaffold (once per project)

EVALUATE → PLAN → APPLY → VALIDATE. Produces a production-grade project from your architecture document and Figma design: correct stack, mock auth, mock data, design system, AGENTS.md — zero external dependencies. Runs npm install && npm run dev (or equivalent) from commit one.

Day 1 — EPAV (every feature, every sprint)

/evaluate   →   /plan   →   /apply   →   /validate

Each step is a built-in skill in .claude/commands/. Every task starts from the dev tasks CSV. Every task ends with acceptance criteria verified.


What nexus init Creates

.claude/
├── commands/
│   ├── scaffold.md    ← /scaffold  — Day 0 one-time setup
│   ├── evaluate.md    ← /evaluate  — orient on a task
│   ├── plan.md        ← /plan      — blueprint, no code
│   ├── apply.md       ← /apply     — implement the plan
│   ├── validate.md    ← /validate  — verify acceptance criteria
│   └── epav.md        ← /epav      — full cycle guide
└── settings.json      ← PostToolUse: graphify auto-updates after every file edit
knowledge/
├── rules/             ← coding standards, arch decisions
├── patterns/          ← reusable implementation patterns
├── prompts/dev/       ← task prompt templates
└── retros/            ← retrospective notes
.mcp.json              ← MCP server config

Commands

nexus init .                 # set up .claude/commands/ + knowledge/ + .mcp.json
nexus skill add code-review  # create a custom skill in .claude/commands/
nexus skill list             # list all skills
nexus rule add api-standards # create a rule in knowledge/rules/
nexus rule list              # list all rules
nexus update                 # update to latest version

MCP Server

nexus init writes .mcp.json automatically. For Claude Desktop, add manually:

{
  "mcpServers": {
    "nexus": {
      "command": "uvx",
      "args": ["--refresh", "--from", "nexus-dev-toolkit", "nexus-mcp"]
    }
  }
}

MCP Tools

Tool Purpose
ingest_architecture_doc Load arch doc → knowledge/rules/arch-summary.md
load_task Load a CSV task row into context
generate_project_rules Generate AGENTS.md from arch doc
resolve_package_versions Resolve exact package versions via real package manager

Custom Skills

nexus skill add my-code-review
# Edit .claude/commands/my-code-review.md
# Type /my-code-review in Claude Code

Custom skills live alongside built-in skills in .claude/commands/ — versioned in your repo, shared across the team.


License

MIT

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