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reflect SKILL.md skillA

This file is byte-identical to the first copy the registry indexed, one of 4 indexed copies. Same content hash, so the same checks give both the same grade.

reflect from microsoft/waza is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add microsoft/waza/reflect@v1.0.0-squad

Pins v1.0.0-squad in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: microsoft/waza
Path: .github/skills/reflect/SKILL.md
Versions recorded: 1
Latest version: v1.0.0-squad, committed Oct 16, 2026
Size: 8,794 bytes
Repository stars: 1,424
License: MIT

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.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# 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. **Governed runtime memory** — Durable observations and decisions persisted through configured state tools
2. **Tracked governing source** — Coordinator prompts, skills, and other behavior-defining files changed through focused pull requests
3. **`reflect` skill** — Identifies learnings that may warrant either runtime memory or an approved tracked behavior change

**Workflow:**
- Use `reflect` during work to capture learnings
- At session end, review captured learnings
- Persist evidence through governed runtime memory when available
- Promote accepted behavior changes through the accountable specialist as tracked source changes in a focused PR
- Report adjacent improvements separately; do not expand the current scope without explicit user approval

---
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add microsoft/waza/reflect@sha256:56a68807c843c9d4

The line at the top of this page pins the label v1.0.0-squad, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_ezdgodghzetiwfaa.svg)](https://markdownregistry.com/a/art_ezdgodghzetiwfaa)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 16, 2026.

version	committed	commit	size	audit
v1.0.0-squad latest	2026-10-16	42d1b9f	8,794 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (8794 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

microsoft/waza · 1,424 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ezdgodghzetiwfaa
GET https://markdownregistry.com/api/v1/resolve?ref=microsoft/waza/reflect
GET https://markdownregistry.com/api/v1/blob/56a68807c843c9d4c1ab837ce8c91c5469c595443b626c34aabaf820732aeaba

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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