# Loop Closurebandit

> Chain-of-reasoning (spoken, ends in a decision): loop-closure: seal the stop condition before the worker starts, then price one verified task.

- **Type:** Skill
- **Install:** `agentstack add skill-sancovp-dinf-loop-closurebandit`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [sancovp](https://agentstack.voostack.com/s/sancovp)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [sancovp](https://github.com/sancovp)
- **Source:** https://github.com/sancovp/dinf/tree/main/.aios.src/skills/loop-closurebandit

## Install

```sh
agentstack add skill-sancovp-dinf-loop-closurebandit
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

This is a **chain of reasoning (CoR)** — a SPOKEN, paragraphical reasoning chain that ends in a DECISION. Say it as a paragraph; keep the moves in order.

## CoR (custom syntax)
```rune
[Task] ⇒ [Recall] ⇒ [Decide] ⇒ [Execute] ⇒ |Reward|
```

## Say it as a paragraph, in order
State your reasoning as ONE paragraph that, in order, 5 moves: Task, Recall, Decide, Execute, and finally converges on Reward.
[Task: …the task is…] → [Recall: …have I done this…] → [Decide: …exploit…] → [Execute: …run the chain…] → [Reward: …the result is…]

## Inner attention chain (use silently to generate the above)
# Attention chain — Loop-closureBandit
Attend, in order:
  1. Task
  2. Recall
  3. Decide
  4. Execute
Hold: Reward  ← converge attention here, then act

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [sancovp](https://github.com/sancovp)
- **Source:** [sancovp/dinf](https://github.com/sancovp/dinf)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-sancovp-dinf-loop-closurebandit
- Seller: https://agentstack.voostack.com/s/sancovp
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.