skills.rest
statsclaw
statsclawOFFICIAL
Explore all skills by this author →
Website𝕏@statsclawGitHub

simplified-workflow

Run a 4-step pipeline for small routine code changes.

89|17|Updated Mar 27, 2026
Search Tags:#workflow automation#agent workflow#change management#code validation#statistical development#routine code changes#lightweight pipeline
One-click install
npx skills add https://github.com/statsclaw/statsclaw --skill simplified-workflow
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: simplified-workflow
Source: https://github.com/statsclaw/statsclaw/tree/main/skills/simplified-workflow
Command: npx skills add https://github.com/statsclaw/statsclaw --skill simplified-workflow

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The full multi-agent StatsClaw workflow adds unnecessary overhead and processing time for small, low-risk routine changes that do not require deep analysis or cross-pipeline verification, creating friction for quick maintenance tasks.

Core Features & Use Cases

  • Clear Eligibility Criteria: Defines explicit smallness rules (≤3 files changed, no algorithmic or public API changes, no reference material, routine pattern) to identify tasks suitable for the streamlined path.
  • Streamlined Pipeline: Skips non-essential workflow components (planner, scriber, reviewer) to reduce steps from 9 agents to 4, cutting processing time for eligible tasks.
  • Built-in Guardrails: Retains critical quality checks via tester validation, includes clear escalation paths to the full workflow if changes prove more complex than initially assessed.
  • Use Case: Ideal for routine maintenance tasks like fixing typos, bumping dependency versions, repairing broken import paths, or adding simple default parameters that touch only a small number of files and carry no risk of breaking core functionality.

Quick Start

Use the simplified-workflow skill to handle small routine changes such as typo fixes, version number bumps, or broken import repairs that meet the predefined smallness criteria, skipping the full multi-agent pipeline for faster delivery.

Frequently Asked Questions about simplified-workflow

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate routine code changes like typo fixes and dependency version bumps?▼

You can automate routine code changes by applying a streamlined workflow pipeline that skips non-essential steps, reducing processing time while retaining tester validation for safe, fast delivery of low-risk updates.

What is a lightweight workflow for small code changes in statistical development?▼

A lightweight workflow for small code changes eliminates overhead by skipping planner and reviewer components, using a 4-step pipeline that retains quality validation for fast-tracking routine maintenance tasks safely.

Can I use a simplified workflow for changes that touch multiple files?▼

You can use a simplified workflow for changes touching up to 3 files maximum. Tasks exceeding this limit or involving algorithmic changes, public API modifications, or uploaded reference material require escalation to the full pipeline.

When do I need to escalate small code changes to the full multi-agent workflow?▼

You need to escalate small code changes to the full workflow if the task proves more complex than initially assessed, such as requiring algorithmic modifications, public API changes, or exceeding the 3-file limit.

Does the simplified workflow skip code validation for routine maintenance tasks?▼

The simplified workflow does not skip code validation. It skips non-essential components like the planner and reviewer but retains critical quality checks via tester validation to ensure safe delivery.

What are the limitations of using a streamlined pipeline for code maintenance?▼

Limitations of a streamlined pipeline include strict eligibility criteria: tasks must touch no more than 3 files, involve no algorithmic or public API changes, require no reference material, and follow routine patterns.

Related Skills

Explore More Software Engineering Skills→
Seika139Seika139

checking-breaking-changes-in-php-framework

Identify and assess breaking changes in PHP framework code reviews.

Community
Intermediate
rett-europerett-europe
2

reviewer-protocol

Enforce lockout semantics for reviewer rejections in coordination workflows.

Official
Advanced
statsclawstatsclaw
89

progress-bar

Render text-based progress indicators for StatsClaw statistical package workflows.

Official
Intermediate
mediar-aimediar-ai
1

deep-research-pro

Generate citation-backed research reports with multi-agent retrieval and triangulated verification.

Official
Advanced