reflect SKILL.md skillA

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

Install it, pinned
mdr add backnotprop/pstack/reflect@git:20261024.18b6c36

Pins git:20261024.18b6c36 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
backnotprop/pstack
Path
skills/reflect/SKILL.md
Versions recorded
15
Latest version
git:20261024.18b6c36, committed Oct 24, 2026
First version recorded
May 27, 2026
Size
6,735 bytes
Repository stars
3,337
License
MIT

Spawn three parallel review subagents over the active transcript, surface learnings, and route each to a concrete edit on an existing skill. Use when the user says reflect.

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

Mine the current conversation for durable learnings, then route them into skill edits.

Invoke when the user says "reflect" or "/reflect". Skip when the conversation is trivial, off-topic, or already covered by an existing skill the parent followed correctly. One-offs are not learnings.

## 1. Locate the active transcript

Before fanning out, find this conversation's transcript in the active workspace's session directory. Do not glob across every project's directory. That crosses workspace boundaries and reads private chats from unrelated projects.

Where the transcript lives depends on your harness:

- **Cursor:** the `agent-transcripts/` directory the system prompt names.

  ```bash
  ls -t <agent-transcripts>/*.jsonl <agent-transcripts>/*/*.jsonl <agent-transcripts>/*/subagents/*.jsonl 2>/dev/null | head -10
  ```

  That covers the legacy flat (`<id>.jsonl`), current nested (`<id>/<id>.jsonl`), and subagent (`<parent>/subagents/<child>.jsonl`) layouts. For each candidate, read the first JSONL line. Take the file whose `message.content[0].text` contains the conversation's opening user prompt.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add backnotprop/pstack/reflect@sha256:4e04c17f5ee635b5

The line at the top of this page pins the label git:20261024.18b6c36, 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 badge

[![mdr](https://markdownregistry.com/badge/art_zxothzo3dm5sygaz.svg)](https://markdownregistry.com/a/art_zxothzo3dm5sygaz)

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

Versions

The registry has recorded 15 versions of this file, between May 27, 2026 and Oct 24, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
git:20261024.18b6c36 latest2026-10-24 18b6c36 6,735 BA view · diff
git:20261024.eed14402026-10-24 eed1440 4,995 BA view · diff
git:20261020.e44668c2026-10-20 e44668c 6,382 BA view · diff
git:20261015.6f131f12026-10-15 6f131f1 6,331 BA view · diff
git:20261015.df856f42026-10-15 df856f4 4,766 BA view · diff
git:20261012.fce11a32026-10-12 fce11a3 6,198 BA view · diff
git:20261012.f3afb702026-10-12 f3afb70 4,633 BA view · diff
git:20261008.1edf0a52026-10-08 1edf0a5 6,420 BA view · diff
git:20261008.4aed5af2026-10-08 4aed5af 4,992 BA view · diff
git:20261004.124f6222026-10-04 124f622 6,410 BA view · diff
git:20261004.c0c3f132026-10-04 c0c3f13 4,982 BA view · diff
git:20260914.aa2db462026-09-14 aa2db46 6,102 BA view · diff
git:20260914.55bfdc22026-09-14 55bfdc2 4,588 BA view · diff
git:20260819.4b32d9d2026-08-19 4b32d9d 5,045 BA view · diff
git:20260527.b3eabf12026-05-27 b3eabf1 5,185 BA 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 (6735 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

backnotprop/pstack · 3,337 stars · license MIT · pushed 2026-10-28 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zxothzo3dm5sygaz
GET https://markdownregistry.com/api/v1/resolve?ref=backnotprop/pstack/reflect
GET https://markdownregistry.com/api/v1/blob/4e04c17f5ee635b504acd0b16ce8fbe1f8381357f2bdcb4fb6608473c5e1b8a2

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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Every file in backnotprop/pstack

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