Ruflo
When to choose Ruflo: a bounded plugin, a full harness or a simpler workflow
Compare deployment scope and maintenance using one evidence-backed task, rather than ranking tools by advertised agent counts or unverified speedups.
What you will learn
- Start from a missing capability
- Compare the selected surfaces, not the umbrella names
- Use one acceptance experiment
Before you start
- Basic Node.js, Git and command-line knowledge
- An owned repository and an explicit task/permission boundary
Explain the chapter’s implementation and reproduce its bounded check without mistaking a helper for a complete runtime.
Key takeaways
- Choose a demonstrated missing capability, not an advertised agent count.
- Compare exact plugin, CLI and custom integration surfaces.
- Use the same evidence and authority contract for every candidate.
Start from a missing capability
If the current host already completes a small task with clear permissions and verifiable output, adding an orchestration layer may create more configuration than value. Identify a concrete gap first: reusable coordination, persistent task knowledge, a particular tool interface or a workflow that must survive several stages. Measure whether that gap actually affects accepted results.
For a deterministic operation with stable inputs, a tested script can be simpler than a multi-agent loop. For a reusable sequence of decisions, instructions or a bounded plugin may suffice. Ruflo becomes a candidate when its additional coordination and memory responsibilities address a demonstrated need, not merely because more specialized agent definitions are available.
Compare the selected surfaces, not the umbrella names
A selected plugin, CLI initialization and a custom tool integration differ in files, hooks, processes and maintenance. The core plugin’s MCP launcher and hooks are real parts of its surface. The full CLI path can add workspace helpers and state. Inspect exact manifests and generated changes; do not inherit an inaccurate “all plugins have no hooks” summary from the root table.
Include resolution stability in the comparison. A wrapper dependency range, an @latest fallback and a machine-local memory sidecar can produce different behavior across machines. A larger installation is not necessarily less reliable, but it requires a clearer version manifest, recovery procedure and owner for updates. Compare those operational obligations alongside features.
Use one acceptance experiment
Give each candidate the same authorized repository task and stopping condition. Record file evidence, incorrect routing, missing memory, unexpected package resolution, attempted actions and correction effort. Include a negative case that must not edit or publish. Separate a successful task from a workflow that merely returned a plausible status message.
The example record is a proposed comparison, not a measured product ranking. No live host task was executed for this series. Select the smallest approach that satisfies the contract and retain a route back to the previous configuration. Only add agents or persistence after their benefit survives the same evaluation rather than changing the goal to suit the tool.
Implementation steps
- 1
Name the capability missing from the existing workflow.
- 2
List files, processes, hooks and state each option adds.
- 3
Run equal positive and negative acceptance cases.
- 4
Choose a maintainable option with a recovery path.
Copy-ready example
{"candidates":["existing host workflow","deterministic script","selected Ruflo plugin","Ruflo CLI initialization"],"sameAcceptanceContract":true,"winner":null,"liveComparativeRuns":0}Frequently asked questions
Should every project start with the full CLI initialization?
No universal choice was established. Inspect the required capabilities and maintenance surface, then test the smallest suitable setup.
Are more agents evidence of better output?
No. Agent count is not a task-quality metric; compare accepted outcomes and correction costs.
Sources
- README.mdSource checked 2026-09-08
- ruflo/package.jsonSource checked 2026-09-08
- plugins/ruflo-core/.claude-plugin/plugin.jsonSource checked 2026-09-08
- plugins/ruflo-core/.mcp.jsonSource checked 2026-09-08
- plugins/ruflo-core/hooks/hooks.jsonSource checked 2026-09-08
- plugins/ruflo-core/scripts/mcp-launch.cjsSource checked 2026-09-08
- v3/@claude-flow/cli/src/init/memory-package-resolver.tsSource checked 2026-09-08