060-evolve Cursor ruleA

060-evolve from kanevry/session-orchestrator is a Cursor rule: instructions the Cursor agent follows in that repo.

Install it, pinned
mdr add kanevry/session-orchestrator/.cursor/rules/060-evolve.mdc@git:20261003.0cfbaa2

Pins git:20261003.0cfbaa2 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
Cursor rule
Repository
kanevry/session-orchestrator
Path
.cursor/rules/060-evolve.mdc
Versions recorded
8
Latest version
git:20261003.0cfbaa2, committed Oct 3, 2026
First version recorded
Apr 7, 2026
Size
12,104 bytes
Repository stars
53
License
MIT

When the user types /evolve or asks about session learnings, pattern extraction, or learning management.

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

# Evolve — Session Learning Extraction

Extract patterns from session history into reusable learnings. Three modes of operation.

## Prerequisites

- **Persistence gate**: `persistence: true` must be set in Session Config. If not, abort: "Learnings require persistence to be enabled in Session Config."
- Session history must exist at `.orchestrator/metrics/sessions.jsonl`
- Learnings are stored at `.orchestrator/metrics/learnings.jsonl`
- Config field: `learning-expiry-days` (default: 30) — legacy window used only by the Review-mode *Extend expiry* action; new and confirmed learnings derive `expires_at` per `type` via `deriveExpiresAt()` (`LEARNING_TTL_DAYS`)

## Cursor Adaptation

**No AskUserQuestion tool on Cursor.** Present all choices as numbered Markdown lists:
```
Which learnings should be saved?

1. [fragile-file] src/lib/auth.ts — Changed in 4 of last 5 sessions (confidence: 0.5 new)
2. [scope-guidance] optimal-scope-per-session-type — 3 issues/session works well (+0.15 update)
3. Skip all — do not save any learnings

Reply with the number(s) of your choice.
```

## Mode Selection

Determine mode from user input (default: `analyze`):

| Mode | Purpose |
|------|---------|
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kanevry/session-orchestrator/.cursor/rules/060-evolve.mdc@sha256:88b9818966f4048a

The line at the top of this page pins the label git:20261003.0cfbaa2, 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_4fomj25t2xv6jpem.svg)](https://markdownregistry.com/a/art_4fomj25t2xv6jpem)

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

Versions

The registry has recorded 8 versions of this file, between Apr 7, 2026 and Oct 3, 2026, about one every 26 days.

versioncommittedcommitsizeaudit
git:20261003.0cfbaa2 latest2026-10-03 0cfbaa2 12,104 BA view · diff
git:20261002.72cfd5a2026-10-02 72cfd5a 11,526 BA view · diff
git:20261002.44fc80e2026-10-02 44fc80e 11,162 BA view · diff
git:20261001.74e3d932026-10-01 74e3d93 9,828 BA view · diff
git:20260924.7c761632026-09-24 7c76163 9,354 BA view · diff
git:20260924.5f816962026-09-24 5f81696 9,073 BA view · diff
git:20260407.1cd1ead2026-04-07 1cd1ead 7,696 BA view · diff
git:20260407.0d7ba8f2026-04-07 0d7ba8f 6,992 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (12104 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

kanevry/session-orchestrator · 53 stars · license MIT · pushed 2026-11-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4fomj25t2xv6jpem
GET https://markdownregistry.com/api/v1/resolve?ref=kanevry/session-orchestrator/.cursor/rules/060-evolve.mdc
GET https://markdownregistry.com/api/v1/blob/88b9818966f4048a65e444cf14b9006de7740dd4710323d855246180d2e33c73

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: Cursor rules vs AGENTS.md · which agent file does what.

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