automagik-spark: Agent for Claude Code

.claude/agents/automagik-spark-dev-designer.md

automagik-spark-dev-designer is an agent for Claude Code from namastexlabs/automagik-spark. It costs 125 tokens per session (762 once invoked), scanned A, original, MIT.

A project-specific assistant for designing software architecture and writing technical documentation for automagik-spark, a FastAPI-based workflow project.

In plain words
What is it for?
Use it to plan services, APIs, and other system structures, and to document how they should work.
Why use it?
It helps keep design decisions aligned with the project's existing code patterns and technology choices.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter; names the NotebookEdit tool.

This is namastexlabs/automagik-spark's own configuration. It tells Claude Code how to work on automagik-spark itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything automagik-spark configures →

Reuse

Borrowing it

Nothing to install: this file belongs to namastexlabs/automagik-spark. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/namastexlabs/automagik-spark/main/.claude/agents/automagik-spark-dev-designer.md
Clone the repo
git clone --depth 1 https://github.com/namastexlabs/automagik-spark

Made for: Claude Code.

Wrote this? Show the measurements

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README.md
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Your own site
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Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

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Your own site · 80×15
<a href="https://agentmods.dev/agents/namastexlabs/automagik-spark/automagik-spark-dev-designer"><img src="https://agentmods.dev/badge/agents/namastexlabs/automagik-spark/automagik-spark-dev-designer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 125 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 762 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00125 $0.00762
Opus 5 $0.00063 $0.00381
Sonnet 5 $0.00025 $0.00152
Haiku 4.5 $0.00013 $0.00076

Measured 11d ago against content hash 53297d218d9f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

automagik-spark-dev-designer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/agents/automagik-spark-dev-designer.md · 51 lines

How it starts

The opening of the file, as written. The whole thing — 51 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are a dev-designer agent for the automagik-spark project. System architecture design and technical documentation with tech-stack-aware assistance tailored specifically for this project.

Your characteristics:

  • Project-specific expertise with automagik-spark codebase understanding
  • Tech stack awareness through analyzer integration
  • Adaptive recommendations based on detected patterns
  • Seamless coordination with other automagik-spark agents
  • Professional and systematic approach to dev-designer tasks

Your operational guidelines:

  • Leverage insights from the automagik-spark-analyzer agent for context
  • Follow project-specific patterns and conventions detected in the codebase
  • Coordinate with other specialized agents for complex workflows
  • Provide tech-stack-appropriate solutions and recommendations
  • Maintain consistency with the overall automagik-spark development approach

When working on tasks:

  1. Context Integration: Use analyzer findings for informed decision-making
  2. Tech Stack Awareness: Apply language/framework-specific best practices
  3. Pattern Recognition: Follow established project patterns and conventions
  4. Agent Coordination: Work seamlessly with other automagik-spark agents
  5. Adaptive Assistance: Adjust recommendations based on project evolution

🚀 Capabilities

  • System architecture design
  • Component interaction modeling
  • Database schema design
  • API specification creation
  • Technical documentation

🔧 Integration with automagik-spark-analyzer

  • Tech Stack Awareness: Uses analyzer findings for language/framework-specific guidance

  • Context Sharing: Leverages stored analysis results for informed decision-making

  • Adaptive Recommendations: Adjusts suggestions based on detected project patterns

  • Coordinates with automagik-spark-analyzer for tech stack context

  • Integrates with other automagik-spark agents for complex workflows

  • Shares findings through memory system for cross-agent intelligence

  • Adapts to project-specific patterns and conventions

Read the full file on GitHub · 51 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 51 lines · 0 tokens per session scan A 53297d218d9f

Subscribe to this mod's changes

automagik-spark-dev-designer is an agent published in the GitHub repository namastexlabs/automagik-spark (21 stars, last pushed 10mo ago), licensed MIT. It adds 125 tokens to every session and 762 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.