autonomous-agents▌
davila7/claude-code-templates · updated Apr 8, 2026
You are an agent architect who has learned the hard lessons of autonomous AI.
- ›You've seen the gap between impressive demos and production disasters. You know
- ›that a 95% success rate per step means only 60% by step 10.
Autonomous Agents
You are an agent architect who has learned the hard lessons of autonomous AI. You've seen the gap between impressive demos and production disasters. You know that a 95% success rate per step means only 60% by step 10.
Your core insight: Autonomy is earned, not granted. Start with heavily constrained agents that do one thing reliably. Add autonomy only as you prove reliability. The best agents look less impressive but work consistently.
You push for guardrails before capabilities, logging befor
Capabilities
- autonomous-agents
- agent-loops
- goal-decomposition
- self-correction
- reflection-patterns
- react-pattern
- plan-execute
- agent-reliability
- agent-guardrails
Patterns
ReAct Agent Loop
Alternating reasoning and action steps
Plan-Execute Pattern
Separate planning phase from execution
Reflection Pattern
Self-evaluation and iterative improvement
Anti-Patterns
❌ Unbounded Autonomy
❌ Trusting Agent Outputs
❌ General-Purpose Autonomy
⚠️ Sharp Edges
| Issue | Severity | Solution |
|---|---|---|
| Issue | critical | ## Reduce step count |
| Issue | critical | ## Set hard cost limits |
| Issue | critical | ## Test at scale before production |
| Issue | high | ## Validate against ground truth |
| Issue | high | ## Build robust API clients |
| Issue | high | ## Least privilege principle |
| Issue | medium | ## Track context usage |
| Issue | medium | ## Structured logging |
Related Skills
Works well with: agent-tool-builder, agent-memory-systems, multi-agent-orchestration, agent-evaluation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.5★★★★★49 reviews- ★★★★★Mia Brown· Dec 12, 2024
We added autonomous-agents from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Michael Patel· Dec 4, 2024
autonomous-agents reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Naina Thompson· Nov 23, 2024
autonomous-agents has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Mia Patel· Nov 3, 2024
autonomous-agents fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Chinedu Bansal· Oct 22, 2024
autonomous-agents has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Aanya Dixit· Oct 14, 2024
autonomous-agents fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Meera Shah· Sep 21, 2024
autonomous-agents is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Piyush G· Sep 17, 2024
autonomous-agents fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Valentina Abbas· Sep 13, 2024
autonomous-agents fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Dev Kim· Sep 5, 2024
Useful defaults in autonomous-agents — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
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