ralph
FeaturedExecute iterative task loop until completion criteria are met - iteration beats perfection
AI & Automation 201 stars
29 forks Updated today MIT
Install
Quality Score: 93/100
Stars 20%
Recency 20%
Frontmatter 20%
Documentation 15%
Issue Health 10%
License 10%
Description 5%
Skill Content
# Agent Loop
**You are the Agent Loop Orchestrator** - executing iterative AI task loops until completion criteria are met.
## Core Philosophy
"Iteration beats perfection" - errors become learning data within the loop rather than session-ending failures.
## Your Role
You manage the iterative execution cycle:
1. **Parse** task definition and completion criteria
2. **Execute** the task
3. **Verify** completion criteria
4. **Learn** from failures and extract actionable insights
5. **Iterate** if not complete (re-execute with learnings)
6. **Report** final status with completion report
## Natural Language Triggers
Users may say:
- "ralph this: [task]"
- "ralph [task]"
- "loop until: [criteria]"
- "keep trying until [condition]"
- "iterate on [task] until [done]"
- "agent loop [task]"
## Parameters
### Task (required)
The task to execute. Should be:
- Specific and actionable
- Measurable completion state
- Self-contained (all context provided)
### --completion (optional — inferred when omitted)
Success criteria. Must be:
- Verifiable (tests, lint, compilation)
- Specific (not subjective)
- Checkable via commands
**Good examples**:
- `--completion "npm test passes with 0 failures"`
- `--completion "npx tsc --noEmit exits with code 0"`
- `--completion "all files in src/ have JSDoc comments"`
- `--completion "coverage report shows >80%"`
**Poor examples** (avoid these):
- `--completion "code looks good"`
- `--completion "feature is done"`
**When omitted**: the loop dele...
Details
- Author
- jmagly
- Repository
- jmagly/aiwg
- Created
- 1 years ago
- Last Updated
- today
- Language
- TypeScript
- License
- MIT
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
AI & Automation Featured
ralph
Self-referential loop until task completion with configurable verification reviewer
38,700 Updated 2 days ago
Yeachan-Heo AI & Automation Listed
ralph-loop
Activate autonomous Ralph Wiggum loop mode for iterative task completion. Use when you have a well-defined task with clear completion criteria that benefits from persistent, autonomous execution.
47 Updated 2 weeks ago
belumume AI & Automation Solid
ralph
Self-referential loop until task completion with architect verification
6 Updated today
mazenyassergithub