Assess a new or existing AI project by examining its code, goals, and constraints. Recommend skills confirmed to exist in the available registry, then outline tasks and implementation phases with dependencies, completion criteria, and checks.

• Planning the first steps of a new AI project
• Assessing technical issues in an existing project
• Selecting relevant skills from an available registry

Review code and infrastructure for security risks, map potential threats, and plan stronger defenses. The skill covers OWASP checks, attack and defense exercises, and incident response, with validation required for each environment.

• Reviewing code and infrastructure security
• Mapping threats with STRIDE or PASTA
• Planning stronger security settings

Turn a repeatable task into an Andru.ia skill with clear inputs, outputs, examples, and limits. Draft SKILL.md, check the folder structure and required validations, and prepare a pull request describing the changes for review.

• Creating a skill for a repeatable task
• Improving an existing skill’s examples and limits
• Validating skill files and preparing a pull request

Prepare an industry briefing once a project's sector is defined. It covers sector context, potentially applicable regulations, familiar interface patterns, technology choices, and risks, while separating verified evidence from hypotheses and questions requiring further review.

• Researching industry requirements before product design
• Checking regulations for a project's jurisdiction
• Choosing interface patterns familiar to target users

Create presentation drafts from text, outlines, or documents through the 2slides API. Match a reference image's style, choose themes, add AI voice narration, and export slide images or audio for review and use.

• Create a presentation from text or an outline
• Summarize a document into slides
• Match slide styling to a reference image

Plan a 360-degree or peer feedback process and create empty response templates from confirmed requirements. Produces consistent CSV, SQL, JSON Schema, or Notion property mappings while keeping visibility choices and scoring configuration separate.

• Plan an anonymous peer feedback process
• Create a CSV template for feedback responses
• Align feedback fields across SQL and JSON Schema