evaluation-iteration
Evaluation approaches and iterative development for learning products: pilot plans, SAM cycles, Kirkpatrick, and friction logging.
Skill by caraya
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/caraya-evaluation-iteration
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/evaluation-iteration
What's inside
- Skill name
evaluation-iteration- Description
- Evaluation approaches and iterative development for learning products: pilot plans, SAM cycles, Kirkpatrick, and friction logging.
- License
- MIT
- Instructions
- 23 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Evaluation & Iteration Approach: - Use SAM for rapid prototyping when timelines are tight; use ADDIE for large-scale programs. - Pilot with representative learners and collect formative data before scale. Friction logging quick method: - Step, friction type, severity, recommended fix. Metrics examples: - Engagement (time-on-task), mastery (assessment pass rates), transfer (project application), business KPIs. ## Templates Friction log (CSV): Step,FrictionType,Severity,Recommendation Install project,Missing steps,High,Add step-by-step setup with commands and expected output Pilot data capture CSV header: ParticipantID,Task,TimeMinutes,Success(Boolean),Notes
From caraya/agent-skills, MIT.
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Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Mar 22, 2026 (7 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/caraya/agent-skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
evaluation-iteration skill. Agent Mart. https://agentmart.dev/skills/caraya-evaluation-iteration (last updated 2026-10-24)