reflect Skill
Learning capture system that extracts HIGH/MED/LOW confidence patterns from conversations to prevent repeating mistakes. Use after user corrections ("no", "wrong"), praise ("perfect", "exactly"), or when discovering edge cases. Complements .squad/agents/{agent}/history.md and .squad/decisions.md. Published by microsoft in frontier-agentic-devops-rvas.
What is reflect Skill?
Learning capture system that extracts HIGH/MED/LOW confidence patterns from conversations to prevent repeating mistakes. Use after user corrections ("no", "wrong"), praise ("perfect", "exactly"), or when discovering edge cases. Complements .squad/agents/{agent}/history.md and .squad/decisions.md. Published by microsoft in frontier-agentic-devops-rvas. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Developers using frontier-agentic-devops-rvas
Technical details
- Install or run with Copy skill directory
When to use reflect Skill
- Use it for developers using frontier-agentic-devops-rvas.
Built with
Editorial notes
Source
- Creator: microsoft
- Repository: microsoft/frontier-agentic-devops-rvas
- Skill file: .squad/templates/skills/reflect/SKILL.md
What it does
Learning capture system that extracts HIGH/MED/LOW confidence patterns from conversations to prevent repeating mistakes. Use after user corrections ("no", "wrong"), praise ("perfect", "exactly"), or when discovering edge cases. Complements .squad/agents/{agent}/history.md and .squad/decisions.md.
Skill instructions
Reflect Skill Critical learning capture system for Squad. Prevents repeating mistakes and preserves successful patterns across sessions. Analyze conversations and propose improvements to squad knowledge based on what worked, what didn't, and edge cases discovered. Every correction is a learning opportunity. --- Integration with Squad Architecture Reflect complements existing Squad knowledge systems: 1. .squad/agents/{agent}/history.md — Permanent learnings from completed work (append-only; each agent updates their own file; Scribe propagates cross-agent updates) 2. .squad/decisions.md — Team-wide decisions that all agents respect 3. reflect skill — Captures in-flight learnings from conversations that may graduate to history.md or decisions.md Workflow: - Use reflect during work to capture learnings - At session end, review captured learnings - Promote HIGH confidence patterns → lead agent for decision.md review - Promote agent-specific patterns → {agent}/history.md updates --- Triggers
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Frequently asked questions
What is reflect?
reflect is a open-source AI agent skill with Copy skill directory. Learning capture system that extracts HIGH/MED/LOW confidence patterns from conversations to prevent repeating mistakes.
Who is reflect best for?
reflect is best for reusing agent instructions, scripts, and references.
How do I install reflect?
Install or run reflect using Copy skill directory. Check reflect for the latest setup command.
Is reflect actively maintained?
reflect may need a closer maintenance check before production use.
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