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Scout Loop

ASecurity

The super-loop that closes the research→backlog loop — it chains the outward CRAWLERS (the daily `idea-scout` arXiv/GitHub feed, the industry scans, the RESEARCH/CONCEPT corpus) into the STUDY pipeline...

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  • Added September 2, 2026
ai-agentsgit

Security analysis

A100/100

Scanned September 12, 2026

npx -y skills add anthony-chaudhary/fak --skill scout-loop --agent claude-code

Installs into .claude/skills of the current project.

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[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/anthony-chaudhary-scout-loop/badge)](https://www.skillsdirectory.com/skills/anthony-chaudhary-scout-loop)

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SKILL.md
---
name: scout-loop
description: The super-loop that closes the research→backlog loop — it chains the outward CRAWLERS (the daily `idea-scout` arXiv/GitHub feed, the industry scans, the RESEARCH/CONCEPT corpus) into the STUDY pipeline...
metadata:
  opencode: claude-only
  generated-by: fak project-assets sync
  canonical: ../../../.claude/skills/scout-loop/SKILL.md
  canonical-description-hash: 57ea593cee4fcfc0a3efe67d39a21ca785412f4a50318a0b9d8c0d706fb8bef4
---

# Canonical project skill adapter

Load and follow [`../../../.claude/skills/scout-loop/SKILL.md`](../../../.claude/skills/scout-loop/SKILL.md). This generated discovery adapter contains no maintained workflow body.

## Portability contract

- The linked canonical `SKILL.md` is the single semantic workflow body for Claude, Codex, and fak-native loaders.
- This adapter changes discovery only; it must not fork, summarize, or translate the workflow.
- Harness-native invocation, permissions, hooks, model routing, and worker launch remain typed adapters outside the semantic body.

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