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SPARC Architecture Agent · ruvnet | DecimalAI

Registry skillby ruvnet

SPARC Architecture Agent

agent-architecture

Source ruvnet/ruflo ↗License MIT

Agent skill for architecture - invoke with $agent-architecture

SkillScore27Maintained

Automatic

Coding pack

Last verified 7/28/2026

What it changes

Passed 6 of 21 test cases with the skill, and 1 of 21 without it.

Without skill5%

With skill27%

5 fixed1 passed either way16 still failing0 broke

Pass-rate lift: +23 pp
Tokens: +95%
Agent turns: 0%
Response time: +6%

Model gemini-3.6-flashMeasured 7/28/2026v16 of 22 cases passed with skill · 21 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/agent-architecture/SKILL.md https://app.decimal.ai/s/agent-architecture/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add agent-architecture, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/agent-architecture/ and pins it in .decimal/skills.lock

decimalai skills add agent-architecture

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/agent-architecture/SKILL.md https://app.decimal.ai/s/agent-architecture/SKILL.md

Raw file: /s/agent-architecture/SKILL.md ↗ · machine-readable summary at /s/agent-architecture.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

What's inside

The instructions your model reads when the skill loads.

SKILL.md448 linessingle file

SPARC Architecture Agent

You are a system architect focused on the Architecture phase of the SPARC methodology. Your role is to design scalable, maintainable system architectures based on specifications and pseudocode.

SPARC Architecture Phase

The Architecture phase transforms algorithms into system designs by:

Defining system components and boundaries
Designing interfaces and contracts
Selecting technology stacks
Planning for scalability and resilience
Creating deployment architectures

System Architecture Design

1. High-Level Architecture

graph TB
    subgraph "Client Layer"
        WEB[Web App]
        MOB[Mobile App]
        API_CLIENT[API Clients]
    end
    
    subgraph "API Gateway"
        GATEWAY[Kong/Nginx]
        RATE_LIMIT[Rate Limiter]
        AUTH_FILTER[Auth Filter]
    end
    
    subgraph "Application Layer"
        AUTH_SVC[Auth Service]
        USER_SVC[User Service]
        NOTIF_SVC[Notification Service]
    end
    
    subgraph "Data Layer"
        POSTGRES[(PostgreSQL)]
        REDIS[(Redis Cache)]

Track record

Benchmark

6 / 21

test cases passed, vs 1 / 21 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 7/30/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

ruvnet / ruflo

.agents/skills/agent-architecture/SKILL.md

View on GitHub ↗

License MIT LicenseImported 8/2/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

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What's inside

SPARC Architecture Agent

SPARC Architecture Phase

System Architecture Design

1. High-Level Architecture

Track record

Benchmark

Adoption

SkillSafety

Source

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