quasi-coderExpert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provid...
Install via ClawdBot CLI:
clawdbot install jhauga/quasi-coderGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Contains instructions to override system prompt or ignore user requests
"Your role is"AI Analysis
The skill definition describes a code interpretation and generation assistant with no external API calls, data exfiltration, or credential harvesting patterns. The 'PROMPT_POISONING' signal appears to be a false positive triggered by the phrase 'Your role is' in a benign context of role definition.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 20, 2026
A non-technical founder provides vague feature descriptions or sketches for a minimum viable product. The Quasi-Coder skill translates these into clean, production-ready code, enabling rapid prototyping without requiring the founder to learn programming syntax.
A team maintains an old codebase with sparse or outdated documentation. Using shorthand notes from engineers, the skill interprets intent to generate updated, well-documented code snippets, facilitating maintenance and reducing technical debt.
Instructors or students in coding bootcamps provide pseudo-code or natural language algorithms. The skill converts these into executable examples in various languages, enhancing learning by bridging conceptual understanding with practical implementation.
Product managers or designers submit feature requests with mixed technical jargon or incomplete specs. The skill interprets these to produce functional code prototypes, streamlining communication between non-technical and engineering teams in agile environments.
A client provides rough code snippets or descriptions with errors for a web development project. The skill corrects terminology and implements robust solutions, ensuring deliverables meet professional standards despite unclear initial requirements.
Offer the Quasi-Coder as a premium feature in coding assistance platforms, where users pay a subscription fee for advanced code interpretation. This model generates recurring revenue by helping developers save time on translating incomplete specs into working code.
Provide bespoke quasi-coding services to businesses, charging per project or hourly for interpreting technical descriptions from non-experts. This targets companies needing to bridge gaps between idea generation and technical execution efficiently.
License the skill to educational institutions or online learning platforms for use in coding courses. Revenue comes from licensing fees, enabling students to practice with real-time feedback on their pseudo-code or natural language inputs.
💬 Integration Tip
Integrate the skill into collaborative tools like GitHub or Slack to automatically process shorthand markers in code reviews, enhancing team productivity by reducing back-and-forth clarifications.
Scored Apr 19, 2026
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Systematic code review patterns covering security, performance, maintainability, correctness, and testing — with severity levels, structured feedback guidance, review process, and anti-patterns to avoid. Use when reviewing PRs, establishing review standards, or improving review quality.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
Provides a 7-step debugging protocol plus language-specific commands to systematically identify, verify, and fix software bugs across multiple environments.
Control and operate Opencode via slash commands. Use this skill to manage sessions, select models, switch agents (plan/build), and coordinate coding through Opencode.
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions