sparc-implement
Run the SPARC Architecture and Implementation phases — design module boundaries, write pseudocode, implement code, and run tests
Best for Feature development followi…Works with GitHub
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- author
@ruvnet- repo
- ruvnet/ruflo
- language
- TypeScript
★46kstars
5.1kforks
May 5, 2026
✦overview.md
Key Features
- ·Design module boundaries and API contracts
- ·Write pseudocode algorithms
- ·Implement code and run tests
- ·Integrates with SPARC methodology
Use Cases
- →After completing specification phase, design the architecture for a new feature
- →Create pseudocode to clarify algorithm logic before implementation
- →Define module interfaces and contracts for team collaboration
Best for
- ✓Feature development following SPARC
- ✓Structured design phases
Not ideal for
- !Ad-hoc changes without spec
- !Trivial bug fixes
FAQs
name
sparc-implement
description
Run the SPARC Architecture and Implementation phases — design module boundaries, write pseudocode, implement code, and run tests
argument-hint:
allowed-tools:mcp__claude-flow__memory_store mcp__claude-flow__memory_search mcp__claude-flow__memory_retrieve mcp__claude-flow__task_create mcp__claude-flow__task_update mcp__claude-flow__task_complete mcp__claude-flow__hooks_intelligence_trajectory-step mcp__claude-flow__neural_predict mcp__claude-flow__workflow_create Bash Read Write Edit
SPARC Architecture + Implementation
Run Phases 2 and 3 of the SPARC methodology: design algorithms with pseudocode, then establish architecture with module boundaries and API contracts.
When to use
After the Specification phase is complete and its gate has been passed. This skill covers both the Pseudocode and Architecture phases as they are tightly coupled — algorithm design informs module boundaries and vice versa.
Steps
-
Retrieve specification — call
mcp__claude-flow__memory_searchwith namespacesparc-phasesand query for the feature's spec. Extract requirements, acceptance criteria, constraints, and edge cases. -
Retrieve phase state — call
mcp__claude-flow__memory_searchwith namespacesparc-stateand query for the feature to confirm we are in Phase 2 or 3. -
Search for architectural patterns — call
mcp__claude-flow__neural_predictwith the feature description to find relevant architectural decisions from past projects -
Phase 2 — Pseudocode Design: a. For each acceptance criterion, write language-agnostic pseudocode that satisfies it b. Define core data structures with type annotations c. Map control flow including:
$install
1-click copynpx skills add ruvnet/ruflo --skill sparc-implementSafety assessment
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Clarity score
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4/ 5
very goodClear and well structured, with only minor parts that might need a second read.
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Actionability score
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4/ 5
highMostly actionable with clear steps; only a few small gaps remain.