learning-needs-analysis
Conduct comprehensive learner audience analysis, identify performance gaps, and determine instructional requirements using surveys, interviews, and data analysis
Profile →npx skills add a5c-ai/babysitter --skill learning-needs-analysis --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Learning Needs Analysis Conduct comprehensive learner audience analysis, identify performance gaps, and determine instructional requirements using surveys, interviews, and data analysis. ## Overview This skill enables systematic analysis of learning needs to inform instructional design decisions. It encompasses audience analysis, performance gap identification, and requirements determination to ensure training and education programs address real needs effectively. ## Capabilities ### Audience Analysis - Identify learner demographics and characteristics - Assess prior knowledge and skills - Determine learning preferences and styles - Analyze motivation and attitudes - Map learner contexts and constraints ### Performance Gap Analysis - Define desired performance outcomes - Assess current performance levels - Identify gaps between current and desired states - Distinguish training from non-training solutions - Prioritize gaps by impact and feasibility ### Data Collection Methods - Design and administer surveys - Conduct stakeholder interviews - Facilitate focus groups - Analyze performance data - Review existing documentation ### Requirements Documentation - Document instructional re
- Overview
- Capabilities
- Audience Analysis
- Performance Gap Analysis
- Data Collection Methods
- Requirements Documentation
- Usage Guidelines
- Analysis Process
- Data Collection Best Practices
- Documentation Standards
- Integration Points
- Related Processes
- Collaborating Skills
- References
What does the learning-needs-analysis skill do?
Conduct comprehensive learner audience analysis, identify performance gaps, and determine instructional requirements using surveys, interviews, and data analysis
How do I install it?
Run `npx skills add a5c-ai/babysitter --skill learning-needs-analysis --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From a5c-ai/babysitter, a repository with 1,642 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.