reflect SKILL.md skillA

reflect from shiwenbin1617/pstack is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add shiwenbin1617/pstack/reflect@git:20260907.b1269d9

Pins git:20260907.b1269d9 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: shiwenbin1617/pstack
Path: skills/reflect/SKILL.md
Versions recorded: 3
Latest version: git:20260907.b1269d9, committed Sep 7, 2026
First version recorded: Aug 27, 2026
Size: 1,646 bytes
Repository stars: 4
License: a license file GitHub does not identify

Review a completed task for reusable lessons when the user requests reflection or workflow improvements.

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

Identify demonstrated workflow problems and useful lessons from the requested task. A correction, failure, or long conversation does not automatically require reflection or new persistent rules.

Use the current conversation when sufficient. If older evidence is needed, resolve `../recall/scripts/find-transcripts.mjs` relative to this skill and run it with `node`, `--host claude`, `--workspace` set to this workspace, and a bounded `--limit`. Do not scan unrelated projects' transcripts.

Review directly for a narrow lesson. For a complex task, independent judgment, tooling, or divergent reviews may help; load only the corresponding [judgment](references/judgment-reviewer.md), [tooling](references/tooling-reviewer.md), or [divergent](references/divergent-reviewer.md) template. The parent can synthesize without another agent.

Prefer a correction to an existing rule over a new skill. Add a script, lint rule, or check only when it reliably prevents a recurring problem at reasonable maintenance cost. Do not generalize a one-off into a universal policy.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add shiwenbin1617/pstack/reflect@sha256:801a9b58a0b0a867

The line at the top of this page pins the label git:20260907.b1269d9, 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_7ahcfmrq3qqc3mle.svg)](https://markdownregistry.com/a/art_7ahcfmrq3qqc3mle)

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

Versions

The registry has recorded 3 versions of this file, between Aug 27, 2026 and Sep 7, 2026, about one every 5 days.

version	committed	commit	size	audit
git:20260907.b1269d9 latest	2026-09-07	b1269d9	1,646 B	A	view · diff
git:20260828.7c3522d	2026-08-28	7c3522d	5,159 B	A	view · diff
git:20260827.f7b391a	2026-08-27	f7b391a	5,450 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 (1646 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

shiwenbin1617/pstack · 4 stars · license a license file GitHub does not identify · pushed 2026-09-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7ahcfmrq3qqc3mle
GET https://markdownregistry.com/api/v1/resolve?ref=shiwenbin1617/pstack/reflect
GET https://markdownregistry.com/api/v1/blob/801a9b58a0b0a867863ea04310d67e4fb1224e347ca546ed3e5c55931209db4d

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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