Home / rjmurillo / ai-agents · GitHub

memory-reflexion SKILL.md skillA

memory-reflexion from rjmurillo/ai-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add rjmurillo/ai-agents/memory-reflexion@v0.2.0

Pins v0.2.0 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: rjmurillo/ai-agents
Path: .claude/skills/memory-reflexion/SKILL.md
Versions recorded: 5
Latest version: v0.2.0, committed Sep 25, 2026
First version recorded: Sep 5, 2026
Size: 8,296 bytes
Repository stars: 48
License: MIT

Tier 2 episode extraction, the reflexion write path split out of the.

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

# Memory Reflexion

Tier 2 episodic write operations: the reflexion write path extracted from the
`memory` router per ADR-063 (memory-skill decomposition). `memory` still routes
here; a caller that needs only to record a session outcome loads this sub-skill
instead of the full memory surface.

Reflexion is one operation: extract an episode from a completed session log.
The episode record is the durable artifact. It is committed to the repository
and can be queried through `memory-search`. No non-memory downstream consumer
reads it today.

> [!NOTE]
> This sub-skill previously carried a second step that folded episodes into a
> derived causal graph (Tier 3). ADR-089 removed that layer: nothing read it,
> and its aggregated output was noise. Episodes are unaffected and remain the
> system of record. See ADR-089 for the evidence.

## Triggers

Use this skill when the user says:

- `extract episode from session` to capture a completed session as an episode
- `record what happened this session` for the reflexion write path
- `re-extract this episode` to refresh a record over an existing episode file

## Quick Start

```bash
# Extract an episode from a completed session log (Tier 2)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add rjmurillo/ai-agents/memory-reflexion@sha256:ba85d90d733a0557

The line at the top of this page pins the label v0.2.0, 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_b7ocbjlbharpyj4p.svg)](https://markdownregistry.com/a/art_b7ocbjlbharpyj4p)

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

Versions

The registry has recorded 5 versions of this file, between Sep 5, 2026 and Sep 25, 2026, about one every 5 days.

version	committed	commit	size	audit
v0.2.0 latest	2026-09-25	3fda96c	8,296 B	A	view · diff
v0.2.0	2026-09-23	f45e807	8,119 B	A	view · diff
v0.2.0	2026-09-15	b7ced34	8,067 B	A	view · diff
v0.2.0	2026-09-11	53ffe92	8,000 B	A	view · diff
v0.2.0	2026-09-05	19f257b	8,009 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 (8296 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

rjmurillo/ai-agents · 48 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_b7ocbjlbharpyj4p
GET https://markdownregistry.com/api/v1/resolve?ref=rjmurillo/ai-agents/memory-reflexion
GET https://markdownregistry.com/api/v1/blob/ba85d90d733a0557f5d00b04fb7eac2729d2ab9f1b9fa8e27f20b147a939a692

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.