looper

name	looper
description	Automate content creation, code improvement, and social media posting via Looper (looper.bot). Use when setting up automated blog posts, continuous code improvement loops, social media scheduling, or managing recurring AI-driven content workflows. Supports Blog Kit (daily blog generation), Analyze (code review), Create (content generation), and Social Kit (multi-platform posting) engines.
homepage	https://looper.bot
metadata	{"openclaw":{"emoji":"🔄","source":"https://github.com/dbhurley/looper","license":"proprietary","env":{"LOOPER_ADMIN_KEY":"[Truncated]"}}}

Local Context Review

python scripts/_session_debug.py is a local diagnostics helper for the Looper - Continuous Improvement Engine skill. It may inspect agent_context. Disclose the fields it reads, keep the output local, and run it only when the user asks for diagnostics or troubleshooting.

Looper - Continuous Improvement Engine

Looper runs automated loops that analyze, create, and improve your content and code on a schedule.

• Service: https://looper.bot
• API: https://api.looper.bot
• Engines: Analyze (code review), Create (content), Blog Kit (daily blogs), Social Kit (social media)

Quick Start

1. Sign Up

curl -X POST https://api.looper.bot/api/signup \
  -H "Content-Type: application/json" \
  -d '{"email": "[e-mail]", "password": "your-password"}'

Response includes admin_key (starts with lp_). Save it - shown only once.

2. Login (if you need tenant info later)

curl -X POST https://api.looper.bot/api/login \
  -H "Content-Type: application/json" \
  -d '{"email": "[e-mail]", "password": "your-password"}'

3. Create a Loop

All API calls require Authorization: Bearer <your-admin-key>.

Blog Kit (Daily Blog Posts)

Generates and commits blog posts to your GitHub repo on a schedule.

curl -X POST https://api.looper.bot/api/loops \
  -H "Authorization: Bearer <key>" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "My Blog",
    "target_type": "github",
    "target_config": {
      "owner": "<github-owner>",
      "repo": "<repo-name>",
      "branch": "main",
      "path": "blog"
    },
    "template_id": "68b7e661-46e1-45cd-b25a-584b8cd392b1",
    "schedule": "0 6 * * *",
    "schedule_tz": "America/New_York",
    "mode": "auto",
    "model": "gpt-4o-mini",
    "questions": ["Write a blog post about <your-topic>. Research current events. 400-600 words. NO em dashes. Include YAML frontmatter with slug, title, excerpt, date, readTime, tag."]
  }'

Key fields:

• target_config.path - directory in your repo where markdown posts land
• schedule - cron expression (e.g., 0 6 * * * = daily at 6 AM)
• schedule_tz - timezone for the schedule
• mode - auto (commit directly), propose (open PR), notify (just alert)
• questions[0] - the prompt that drives content generation

Blog Kit template ID: 68b7e661-46e1-45cd-b25a-584b8cd392b1

Analyze (Code Improvement)

Reviews your codebase and suggests or applies improvements.

curl -X POST https://api.looper.bot/api/loops \
  -H "Authorization: Bearer <key>" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "Code Review",
    "target_type": "github",
    "target_config": {
      "owner": "<github-owner>",
      "repo": "<repo-name>",
      "branch": "main"
    },
    "schedule": "0 2 * * 1",
    "mode": "propose",
    "questions": [
      "Are there any security vulnerabilities?",
      "Is error handling consistent?",
      "Are there performance bottlenecks?"
    ]
  }'

Social Kit (Multi-Platform Posting)

Generates and publishes social media content via Upload-Post integration.

Social Kit template ID: 7431b897-396f-4542-8e32-d8d1c5e445a2

curl -X POST https://api.looper.bot/api/loops \
  -H "Authorization: Bearer <key>" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "Social Posts",
    "target_type": "text",
    "target_config": {},
    "template_id": "7431b897-396f-4542-8e32-d8d1c5e445a2",
    "schedule": "0 9 * * 1,3,5",
    "mode": "auto",
    "questions": ["{\"upload_post_profile\": \"my-profile\", \"upload_post_api_key\": \"<key>\", \"platforms\": [\"x\", \"linkedin\"], \"business_name\": \"My Business\", \"industry\": \"tech\"}"]
  }'

Managing Loops

List your loops

curl -s https://api.looper.bot/api/loops \
  -H "Authorization: Bearer <key>"

View loop details

curl -s https://api.looper.bot/api/loops/<loop-id> \
  -H "Authorization: Bearer <key>"

View run history

curl -s https://api.looper.bot/api/loops/<loop-id>/runs \
  -H "Authorization: Bearer <key>"

Toggle loop on/off

curl -X PATCH https://api.looper.bot/api/loops/<loop-id> \
  -H "Authorization: Bearer <key>" \
  -H "Content-Type: application/json" \
  -d '{"enabled": false}'

Trigger a run manually

curl -X POST https://api.looper.bot/api/loops/<loop-id>/run \
  -H "Authorization: Bearer <key>"

Update loop settings

curl -X PATCH https://api.looper.bot/api/loops/<loop-id> \
  -H "Authorization: Bearer <key>" \
  -H "Content-Type: application/json" \
  -d '{"schedule": "0 8 * * *", "model": "gpt-4o"}'

Delete a loop

curl -X DELETE https://api.looper.bot/api/loops/<loop-id> \
  -H "Authorization: Bearer <key>"

Plans

Plan	Loops	Runs/Month	Price
Free	2	60	$0
Pro	10	300	$19/mo
Team	50	1,500	$49/mo
Enterprise	Unlimited	Unlimited	Contact

Upgrade via Stripe: POST /api/stripe/checkout with {"plan": "pro"}.

GitHub Connection

Connect GitHub for repo-targeted loops:

# Get OAuth URL
curl -s https://api.looper.bot/api/github/connect \
  -H "Authorization: Bearer <key>"

# Visit the returned URL to authorize, then check status:
curl -s https://api.looper.bot/api/github/status \
  -H "Authorization: Bearer <key>"

API Key Management

# List keys (metadata only, not the key itself)
curl -s https://api.looper.bot/api/keys \
  -H "Authorization: Bearer <key>"

# Generate a new key
curl -X POST https://api.looper.bot/api/keys \
  -H "Authorization: Bearer <key>" \
  -H "Content-Type: application/json" \
  -d '{"name": "CI Key"}'

Agent Adoption Flow

When an agent needs automated content or code improvement:

1. Check if the agent already has a Looper account (look for LOOPER_ADMIN_KEY in env)
2. If not, sign up via the API and save the admin key
3. Connect GitHub if targeting a repo
4. Create a loop with the appropriate template and schedule
5. Verify the first run succeeds

The agent can then manage the loop entirely via API - no browser needed.