reflect SKILL.md skillA

reflect from iliaal/ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add iliaal/ai-skills/reflect@git:20261019.5dcf8a9

Pins git:20261019.5dcf8a9 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
iliaal/ai-skills
Path
skills/reflect/SKILL.md
Versions recorded
9
Latest version
git:20261019.5dcf8a9, committed Oct 19, 2026
First version recorded
Jul 11, 2026
Size
9,924 bytes
Repository stars
45
License
MIT

Session retrospective and skill audit. Use when asked to reflect, do a retrospective, review lessons learned, audit what went well or wrong, or review session effectiveness.

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

## Success Criteria

- Every mistake/friction point cites the specific moment and its impact
- Findings state the reviewed evidence's limits; missing observations do not establish success or complete coverage
- Improvements are actionable and prioritized (cap defined in step 4)
- Each skill audit proposes measurable changes (not vague suggestions)
- Memory persistence follows existing authorization, or the user selects concrete proposed items before any write
- If review activity occurred, review-trap candidates are reported; persist only with authorization, or explicitly report no candidates

## Process

### 1. Session Review

Scan the available conversation and relevant artifacts. State any missing or truncated evidence and the scope actually reviewed. For each finding, cite the specific exchange or artifact (quote or paraphrase) and its impact. Do not infer a clean session from gaps in the record.

| Category | Signal |
|----------|--------|
| **Mistakes** | Wrong outputs, incorrect assumptions, hallucinated facts |
| **Friction** | Repeated clarifications, verbose responses, misread intent |
| **Wasted effort** | Work discarded, wrong approaches tried first |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add iliaal/ai-skills/reflect@sha256:bde26bfc57c0c705

The line at the top of this page pins the label git:20261019.5dcf8a9, 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_swrjvd5feoibzwlz.svg)](https://markdownregistry.com/a/art_swrjvd5feoibzwlz)

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

Versions

The registry has recorded 9 versions of this file, between Jul 11, 2026 and Oct 19, 2026, about one every 13 days.

versioncommittedcommitsizeaudit
git:20261019.5dcf8a9 latest2026-10-19 5dcf8a9 9,924 BA view · diff
git:20261011.09c16df2026-10-11 09c16df 9,696 BA view · diff
git:20261003.39b82ef2026-10-03 39b82ef 9,783 BA view · diff
git:20260926.7b0520a2026-09-26 7b0520a 8,381 BA view · diff
git:20260908.6c9fed12026-09-08 6c9fed1 8,410 BA view · diff
git:20260829.3d613912026-08-29 3d61391 8,118 BA view · diff
git:20260829.a566ff12026-08-29 a566ff1 7,790 BA view · diff
git:20260727.3ddf2a22026-07-27 3ddf2a2 7,218 BA view · diff
git:20260711.99e9e9a2026-07-11 99e9e9a 6,254 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 (9924 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

iliaal/ai-skills · 45 stars · license MIT · pushed 2026-10-31 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_swrjvd5feoibzwlz
GET https://markdownregistry.com/api/v1/resolve?ref=iliaal/ai-skills/reflect
GET https://markdownregistry.com/api/v1/blob/bde26bfc57c0c70527f6003deaab8aeb56b5d8fb10be422d5191c79da82385cb

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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