macrocycle 0.1.2

Ritualized AI agent workflows - multi-pass prompt pipelines for Cursor and beyond

macrocycle

Your StarCraft macro loop for code.

Ritualized AI agent workflows - multi-pass prompt pipelines for Cursor and beyond.

⚡ Why Macros?

• Burn tokens, not time. Let AI iterate through analysis, planning, and implementation while you context-switch.
• Scale horizontally. Spawn parallel agents — 10 errors in, 10 PRs out.
• Artifacts you can audit. Every cycle saves outputs to disk. Review before merging.

📦 Installation

pipx install macrocycle

Or: pip install macrocycle / uv tool install macrocycle

🚀 Quick Start

cd your-project
macrocycle init

git checkout -b fix/your-issue
macrocycle run fix "Paste your error context here"

🔄 The Ritual

The default fix macro runs your agent through a structured loop:

🔍 impact    Analyze the problem deeply
     ↓
📋 plan      Create a concrete fix plan
     ↓
❌ reject    Force refinement (no hand-waving!)
     ↓
✅ approve   Human gate: review & approve
     ↓
🔨 implement Execute the plan, write code
     ↓
🔬 review    Self-review for bugs & edge cases
     ↓
✨ simplify  Clean up, follow conventions
     ↓
🚀 PR        Ship it with a clear description

Use --dry-run to preview the prompts before running:

macrocycle run fix "your error" --dry-run

🔁 Orchestration

Macrocycle is composable — pipe in data from any source, run in parallel, integrate with your toolchain.

Example: Batch-fix Sentry errors

Sentry is an error monitoring platform. This script pulls unresolved issues from the last 24h and spawns parallel agents to fix each one:

# Fix all new unresolved issues from the last 24h (with latest event)
set -euo pipefail
: "${SENTRY_AUTH_TOKEN:?}" "${SENTRY_ORG:?}" "${SENTRY_PROJECT:?}"
SENTRY_URL="${SENTRY_URL:-https://sentry.io}"
QUERY='is:unresolved age:-24h'

sentry-cli issues list -o "$SENTRY_ORG" -p "$SENTRY_PROJECT" --query "$QUERY" \
| awk 'NR>3 && $1 ~ /^[0-9]+$/ {print $1}' \
| while read -r issue_id; do
    [ -n "$issue_id" ] || continue
    git checkout -b "fix/sentry-$issue_id"
    macrocycle run fix "$(
      curl -sS -H "Authorization: Bearer $SENTRY_AUTH_TOKEN" \
        "$SENTRY_URL/api/0/organizations/$SENTRY_ORG/issues/$issue_id/"
      echo
      curl -sS -H "Authorization: Bearer $SENTRY_AUTH_TOKEN" \
        "$SENTRY_URL/api/0/organizations/$SENTRY_ORG/issues/$issue_id/events/?full=true&per_page=1"
    )" &
  done

wait

Each agent runs the full ritual autonomously. Batch review the PRs when ready.

Works with any issue tracker, log aggregator, or CI pipeline.

🛠 CLI Commands

macrocycle init                      # Initialize .macrocycle folder
macrocycle list                      # List available macros
macrocycle run <macro> <input>       # Run a macro
macrocycle run fix "..." --yes       # Skip gate approvals
macrocycle run fix "..." --until impact  # Stop after specific step

✏️ Custom Macros

Create your own workflows in .macrocycle/macros/:

{
  "macro_id": "review",
  "name": "Code Review",
  "engine": "cursor",
  "include_previous_outputs": true,
  "steps": [
    {
      "id": "analyze",
      "type": "llm",
      "prompt": "Analyze this code for issues:\n\n{{INPUT}}"
    },
    {
      "id": "confirm",
      "type": "gate",
      "message": "Apply suggested fixes?"
    },
    {
      "id": "fix",
      "type": "llm", 
      "prompt": "Apply the fixes identified above."
    }
  ]
}

Step types:

• llm — Send prompt to agent, save output
• gate — Pause for human approval (skip with --yes)

Template variables:

• {{INPUT}} — User's original input
• {{STEP_OUTPUT:step_id}} — Output from a previous step

📁 Artifacts

.macrocycle/
  macros/fix.json           # Workflow definitions
  cycles/                   # Execution history
    2026-01-15_fix_abc123/
      input.txt
      steps/01-impact.md
      steps/02-plan.md
      ...

🧑‍💻 Development

See docs/DEVELOPMENT.md for setup, testing, and releases.