advisor-triggers SKILL.md skillA

advisor-triggers from akaszubski/autonomous-dev is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add akaszubski/autonomous-dev/advisor-triggers@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
akaszubski/autonomous-dev
Path
plugins/autonomous-dev/skills/archived/advisor-triggers/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Feb 19, 2026
Size
7,762 bytes
Repository stars
34
License
none declared

Detects when user requests warrant critical analysis via /advise command.

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

# Advisor Auto-Invoke Triggers

## Purpose

Detect patterns in user requests that indicate a need for critical thinking analysis. Suggests running `/advise` when users propose significant changes without first considering trade-offs.

## Detection Patterns

### Pattern 1: New Dependencies

**Triggers:**
- "add [package/library/service]"
- "use [technology]"
- "integrate [external service]"
- "switch to [different tool]"

**Examples:**
- "Let's add Redis for caching"
- "Use TensorFlow for ML"  
- "Integrate Stripe for payments"
- "Switch to PostgreSQL"

**Why advise?** New dependencies increase complexity and maintenance burden.

### Pattern 2: Architecture Changes

**Triggers:**
- "refactor to [pattern]"
- "restructure as [architecture]"
- "migrate to [architecture]"
- "convert to [pattern]"

**Examples:**
- "Refactor to microservices"
- "Restructure as event-driven"
- "Migrate to serverless"
- "Convert to monorepo"

**Why advise?** Architectural changes have far-reaching implications.

### Pattern 3: Scope Expansions

**Triggers:**
- "also add [feature]"
- "extend to [capability]"
- "support [new use case]"
- "make it [do more]"

**Examples:**
- "Also add real-time collaboration"
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add akaszubski/autonomous-dev/advisor-triggers@sha256:dd955f3f096fab68

The line at the top of this page pins the label v1.0.0, 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 badge

[![mdr](https://markdownregistry.com/badge/art_gg7pcaui6zbv2z6s.svg)](https://markdownregistry.com/a/art_gg7pcaui6zbv2z6s)

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

Versions

The registry has recorded 1 version of this file, committed on Feb 19, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-02-19 387f926 7,762 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 (7762 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

akaszubski/autonomous-dev · 34 stars · license none declared · pushed 2026-10-04 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_gg7pcaui6zbv2z6s
GET https://markdownregistry.com/api/v1/resolve?ref=akaszubski/autonomous-dev/advisor-triggers
GET https://markdownregistry.com/api/v1/blob/dd955f3f096fab688ee6b0475e22d46e9168cdc2fece50204d56a29ed6c5ac65

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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