direct-implementation

Implements single-file code changes and bug fixes through a structured five-step workflow.

3|Updated Jun 29, 2026
One-click install
npx skills add https://github.com/ruskicoder/system-prompts --skill direct-implementation-ruskicoder
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: direct-implementation
Source: https://github.com/ruskicoder/system-prompts/tree/main/prompt-orchestrator/.opencode/skills/direct-implementation
Command: npx skills add https://github.com/ruskicoder/system-prompts --skill direct-implementation-ruskicoder

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? It prevents over-engineering and scope creep when handling simple, unambiguous code changes by enforcing a disciplined minimal-edit workflow with pre-action checks and post-edit verification. ## Core Features & Use Cases - Structured Five-Step Flow: Understand, locate, edit, verify, and present changes with mandatory pre-action thinking and sanity checks. - Scope Guardrails: Token budgets (2K-10K typical, 50K warning threshold) and hallucination watchpoints keep changes minimal and on-target. - Use Case: A user asks to change a port from 3000 to 8080 in server.js. The workflow greps for the value, reads the file, applies a targeted SEARCH/REPLACE edit, runs the linter, and reports the exact line changed. ## Quick Start Invoke the direct-implementation workflow with a clear change description such as "fix the null check in auth.js" to get a minimal verified edit.

Frequently Asked Questions about direct-implementation

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

FAQPage Schema
How do I make a quick single-file code change with an AI agent?▼

Use the direct-implementation workflow: describe the change clearly, let the agent locate and read the target file, apply a minimal SEARCH/REPLACE edit, then run the linter and relevant tests before presenting a brief summary.

When should I use direct implementation instead of a full planning workflow?▼

Use it when the intention is a simple change or bug fix with a known cause, the scope is a single file, the solution is known, and requirements are precise. If the task spans multiple files or has unclear requirements, choose a planning-oriented workflow instead.

What is the token budget for a direct implementation task?▼

The typical budget is 2K-10K tokens with a recommended maximum of 20K. Exceeding 50K tokens is a warning signal that the task likely belongs in a different, more thorough workflow.

What happens if the edit introduces linter errors?▼

The workflow runs the linter and relevant tests after editing, then fixes any introduced errors in up to three cycles. If errors persist beyond that, the change fails the sanity check and must be stopped and corrected before presentation.

What are the limitations of the direct implementation workflow?▼

It is unsuitable for multi-file changes, ambiguous requirements, unknown root causes, or high-risk modifications. It also forbids editing files that have not been read and refactoring unrelated code outside the request scope.