| type | Skill |
| name | analyze-content-gaps |
| description | Identify content gaps and organizational opportunities. Analyzes missing content areas, redundancies, and consolidation opportunities. |
| required_roles | {"scribe":"roles/scribe.viewer"} |
| personas | ["information-architect","content-strategist","product-manager"] |
| generated | {"by":"process:google-labs-jules","at":"2026-01-29T21:19:07.000Z"} |
Analyze Content Gaps Skill
Identify missing, redundant, or underperforming content within a documentation set. This skill compares existing content against user needs and competitive benchmarks to find opportunities for improvement.
Inputs
PATH - The content documentation to analyze (e.g., "/documentation")USER_NEEDS - (Optional) Boolean, whether to map against user search queries or support tickets (default: true)COMPETITIVE_ANALYSIS - (Optional) Boolean, whether to compare against industry standards or competitors (default: false)
Workflow
Step 1: Baseline Assessment
Map the current state of content at PATH.
- What topics are covered?
- What is the depth of coverage?
Step 2: Needs Analysis
Determine what should be covered.
- User Needs: Analyze search logs, support tickets, or user stories (if
USER_NEEDS is true).
- Standards: Compare against standard frameworks or requirements.
- Competitors: Compare against competitor documentation (if
COMPETITIVE_ANALYSIS is true).
Step 3: Gap Identification
Compare Baseline vs. Needs.
- Missing: Topics required but not present.
- Thin: Topics present but lacking detail.
- Redundant: Multiple pages covering the same topic unnecessarily.
- Outdated: Content that no longer matches current needs.
Step 4: Strategic Recommendations
Prioritize gaps based on impact and effort.
Required Outputs
A GAP_ANALYSIS_REPORT in markdown format containing:
- Missing Topics: List of high-priority new content to create.
- Improvement Areas: List of existing content needing expansion.
- Consolidation Targets: List of redundant content to merge.
- Strategic Roadmap: Recommended order of execution.
Quick Reference
- Purpose: Align content with user needs and business goals.
- Outcome: Actionable content strategy roadmap.
