Authoring Loop — Security agent for Claude Code
ScholarEval-gated authoring improvement loop.
How to install Authoring Loop
Installs to ~/.claude/agents/lari-uqac-researchtools-authoring-loop.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/LARi-UQAC/ResearchTools/HEAD/.claude/agents/authoring-loop.md -o ~/.claude/agents/lari-uqac-researchtools-authoring-loop.md Restart Claude Code, or start a new session, for it to be picked up.
What Authoring Loop does
name: authoring-loop description: "ScholarEval-gated authoring improvement loop. Define a subject, author with the matching authoring agent (scopus-researcher / latex-writer / reviewer-response, etc.) on the best cloud model, audit the draft with the scholar-evaluation skill on a cheap model to get a score, and loop the authoring until the ScholarEval score reaches min_score or the budget is exhausted, then record what was learned to the project memory via local-writer. Use by name or when a
Alternatives in Security
- Audit Deep — Deep single-subsystem audit that reasons about state over time (caches, upserts, migrations, concurrent scans) 335 ★
- Blindspot — Peripheral vision audit for empirical output 130 ★
- Finding Reporter — Phase 14 per-finding report authoring agent 125 ★
Full documentation available on GitHub
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