Sparc Implement

What it does

When your agent uses it

• Tasks that involve API design

Example prompts

• “/sparc-implement”

Requirements

• Pre-approved tools (allowed-tools): mcp__plugin_ruflo-core_ruflo__memory_store, mcp__plugin_ruflo-core_ruflo__memory_search, mcp__plugin_ruflo-core_ruflo__memory_retrieve, mcp__plugin_ruflo-core_ruflo__task_create, mcp__plugin_ruflo-core_ruflo__task_update, mcp__plugin_ruflo-core_ruflo__task_complete, mcp__plugin_ruflo-core_ruflo__hooks_intelligence_trajectory-step, mcp__plugin_ruflo-core_ruflo__neural_predict, mcp__plugin_ruflo-core_ruflo__workflow_create, Bash, Read, Write, Edit

Workflow steps

9 steps, taken from the first numbered list in SKILL.md.

1. 1Retrieve specification — call mcpplugin_ruflo-core_ruflomemory_search with namespace sparc-phases and query for the feature's spec…
2. 2Retrieve phase state — call mcpplugin_ruflo-core_ruflomemory_search with namespace sparc-state and query for the feature to confirm we are…
3. 3Search for architectural patterns — call mcpplugin_ruflo-core_rufloneural_predict with the feature description to find relevant…
4. 4Phase 2 — Pseudocode Design
5. 5Phase 3 — Architecture Design
6. 6Update phase state — call mcpplugin_ruflo-core_ruflomemory_store with namespace sparc-state, updating current phase to 3 (Architecture)…
7. 7Record trajectory step — call mcpplugin_ruflo-core_ruflohooks_intelligence_trajectory-step with architecture summary
8. 8Begin implementation — if the user confirms, proceed to write production code
9. 9Present architecture — display the architecture decision record and suggest running /sparc advance to pass the Phase 3 gate

What it can do on your machine

Read from SKILL.md and the folder at commit de590e1. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves these tools, so the agent can use them without asking each time:

  • mcp__plugin_ruflo-core_ruflo__memory_store
  • mcp__plugin_ruflo-core_ruflo__memory_search
  • mcp__plugin_ruflo-core_ruflo__memory_retrieve
  • mcp__plugin_ruflo-core_ruflo__task_create
  • mcp__plugin_ruflo-core_ruflo__task_update
  • mcp__plugin_ruflo-core_ruflo__task_complete
  • mcp__plugin_ruflo-core_ruflo__hooks_intelligence_trajectory-step
  • mcp__plugin_ruflo-core_ruflo__neural_predict
  • mcp__plugin_ruflo-core_ruflo__workflow_create
  • Bash

  …and 3 more on the same allowed-tools line.

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  No scripts in the folder and no shell commands in SKILL.md.

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  No URLs in SKILL.md.

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names no API keys, tokens, secrets or passwords.

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Sparc Implement loads about 1.3k tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 455 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~41

When it runs · the whole SKILL.md, loaded when a task matches

~1.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

• NotePre-approves every shell command (allowed-tools: Bash)SKILL.md

  allowed-tools: mcp__plugin_ruflo-core_ruflo__memory_store, mcp__plugin_ruflo-core_ruflo__memory_search, mcp__plugin

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from ruvnet/ruflo at commit de590e1, republished under its MIT licence (© ruvnet). 455 words, ~1,331 tokens.

name

sparc-implement

description

Run the SPARC Pseudocode and Architecture phases (2 and 3) — write algorithm pseudocode, design module boundaries and API contracts, then implement

allowed-tools

mcp__plugin_ruflo-core_ruflo__memory_store, mcp__plugin_ruflo-core_ruflo__memory_search, mcp__plugin_ruflo-core_ruflo__memory_retrieve, mcp__plugin_ruflo-core_ruflo__task_create, mcp__plugin_ruflo-core_ruflo__task_update, mcp__plugin_ruflo-core_ruflo__task_complete, mcp__plugin_ruflo-core_ruflo__hooks_intelligence_trajectory-step, mcp__plugin_ruflo-core_ruflo__neural_predict, mcp__plugin_ruflo-core_ruflo__workflow_create, Bash, Read, Write, Edit

# Pseudocode: {Feature Name}

## Core Algorithms
### Algorithm 1: {name}
```pseudocode
FUNCTION processRequest(input):
    VALIDATE input against schema
    IF invalid THEN THROW ValidationError
    result <- TRANSFORM input
    STORE result
    RETURN result

src/{feature}/
  {feature}.types.ts      # Interfaces and types
  {feature}.service.ts     # Business logic
  {feature}.controller.ts  # HTTP handling
  {feature}.repository.ts  # Data access
  {feature}.test.ts        # Tests

© ruvnet, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in plugins/ruflo-sparc/skills/sparc-implement of ruvnet/ruflo.

Open the folder on GitHubat commit de590e1