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...
Scanned 9/2/2026
Install to Claude Code
Skills Directorynpx -y skills add anthony-chaudhary/fak --skill scout-loop --agent claude-codeInstalls into .claude/skills of the current project.
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---
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:
generated-by: fak project-assets sync
canonical: ../../../.claude/skills/scout-loop/SKILL.md
---
# 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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