What is ai-dev-agent?

Rules for a Trello-driven coding workflow in which the user remains responsible for approving development actions.

Use them when analysing, implementing, reviewing, committing, or syncing work connected to Trello tickets.

They prevent an AI agent from committing code, pushing changes, or changing Trello tickets without explicit permission.

ai-dev-agent — Cursor rule for Cursor by Mih-Nig-Afe

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/Mih-Nig-Afe/MCP-Dev-Loop-Trello-Cursor-GitHub

Made for: Cursor.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/rules/mih-nig-afe/mcp-dev-loop-trello-cursor-github/ai-dev-agent/github.svg)](https://agentmods.dev/rules/mih-nig-afe/mcp-dev-loop-trello-cursor-github/ai-dev-agent)

Your own site

<a href="https://agentmods.dev/rules/mih-nig-afe/mcp-dev-loop-trello-cursor-github/ai-dev-agent"><img src="https://agentmods.dev/badge/rules/mih-nig-afe/mcp-dev-loop-trello-cursor-github/ai-dev-agent/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/rules/mih-nig-afe/mcp-dev-loop-trello-cursor-github/ai-dev-agent"><img src="https://agentmods.dev/badge/rules/mih-nig-afe/mcp-dev-loop-trello-cursor-github/ai-dev-agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 250 This file is loaded in full into every session.

When invoked 250 The same file — it is already loaded in full.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00250	$0.00250
Opus 5.5	$0.00100	$0.00100
Sonnet 5.5	$0.00050	$0.00050
Haiku 4.5	$0.00025	$0.00025

Measured 2mo ago against content hash 5cd9a651b7f8, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ai-dev-agent scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.cursor/rules/ai-dev-agent.mdc · 30 lines

What it actually says

MCP Dev Loop — Human Approval Required

This project uses a Trello-driven dev loop. You are not autonomous. The user is always the controller.

Never without explicit user approval

git commit
git push (especially to main / master)
Trello move_card, mark_in_progress, mark_done
Trello add_comment (except when user says "update trello")

Workflow phases

Analyze — read ticket + comments, propose plan, no code edits
Implement — only after user approves the plan
Review — user says fix / improve / commit / update trello
Commit — only when user says commit
Sync — only when user says update trello

Ticket commands

Recognize: analyze ticket, implement ticket, prepare commit, update trello, mark in progress, mark done.

Use the trello MCP server and the trello-dev-loop skill when handling these.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 30 lines · 250 tokens per session scan A 5cd9a651b7f8

Subscribe to this mod's changes

ai-dev-agent is a cursor rule published in the GitHub repository Mih-Nig-Afe/MCP-Dev-Loop-Trello-Cursor-GitHub (0 stars, last pushed 4mo ago), licensed MIT. It adds 250 tokens to every session, about $0.0010 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Project management

slice-tasks

PLANNING SPINE STEP 2 of 3 — Slice the work: break a scoped PRD into vertical-slice stories in specs/epics/. Use after scope-work (step 1), before plan-work (step 3). Not a substitute for scope-work or plan-work.

danielvm-git/bigpowers · 59 tokens

iris

GitHub operations specialist — branches, pull requests, issues, releases, tags. Called by zeus after review. Never pushes or merges without explicit human approval. Integrates with VS Code GitHub Pull Requests extension.

ils15/pantheon-legacy · 43 tokens

elite-orchestrator

Elite orchestrator for mission-critical, enterprise-scale tasks requiring strategic coordination of 7+ agents across all domains. Makes architectural decisions, manages risk, ensures business continuity, and delivers enterprise-grade outcomes. Use for platform migrations, security incidents, multi-system integrations…

MN-Lizard-Team/aiyu-multi-agent · 94 tokens

ai-dev-agent