Agent skill · AI & Agents

persona-detection

Intelligent project persona identification using priority chain detection with LLM and heuristic fallback

majiayu000github.com/majiayu000GitHub ↗
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill persona-detection --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 5 KB
Bundled scripts: none
Path: skills/ai-llm/persona-detection/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Persona Detection Skill **Classification**: Inheritable (VS Code heir) | Feature Knowledge **Activation**: persona, know your customer, project type detection, welcome screen, sidebar persona **Inheritance**: heir:vscode --- ## Purpose Detect the most appropriate user persona for a workspace to personalize the Alex experience — sidebar branding, skill suggestions, and Active Context configuration. --- ## Priority Chain (Highest to Lowest) | Priority | Source | Signal | Confidence | |----------|--------|--------|------------| | 1 | Focus | Active Pomodoro session topic | 0.95 | | 2 | Goal | Stated session objective from goals.json | 0.85 | | 3 | Phase | Current ROADMAP phase keywords | 0.75 | | 4 | Project Goals | Learning goals from user-profile.json | 0.70 | | 5 | Profile Cache | Saved projectPersona (< 7 days old) | cached | | 6 | Profile + Workspace | Tech stack, expertise, file structure scoring | variable | | 7 | Default | Developer fallback | 0.50 | Detection stops at the first confident match. Lower priorities only run if higher ones return null. --- ## Available Personas (as of v5.6.8) developer, academic, researcher, technical-writer, architect, data-engineer, devops, co

What's inside
Steps it walks through
  1. Purpose
  2. Priority Chain (Highest to Lowest)
  3. Available Personas (as of v5.6.8)
  4. Workspace Scoring (Priority 6 Heuristics)
  5. LLM Detection Path
  6. Active Context Integration
  7. Adding New Personas
  8. Known Pitfalls
  9. Synapses
Ships with 1 file
  • metadata.json
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About this skill
What does the persona-detection skill do?

Intelligent project persona identification using priority chain detection with LLM and heuristic fallback

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill persona-detection --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 majiayu000/claude-skill-registry, a repository with 534 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.

Keep going