PolicyEngine

Model Corroborator — Development agent for Claude Code

Development community

Stage 5.5 of /analyze-policy.

How to install Model Corroborator

Installs to ~/.claude/agents/policyengine-policyengine-claude-model-corroborator.md

Terminal
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/PolicyEngine/policyengine-claude/HEAD/agents/model-corroborator.md -o ~/.claude/agents/policyengine-policyengine-claude-model-corroborator.md

Restart Claude Code, or start a new session, for it to be picked up.

What Model Corroborator does

name: model-corroborator description: Stage 5.5 of /analyze-policy. When the original reform has no exact-shape external comparator, runs the closest-shape externally-scored reforms through the PE model as "mirror-shape" validation runs. If the model reproduces the published external scores within ±25%, it corroborates the data calibration and lifts confidence in the original reform's number. If mirror-shape runs drift, it surfaces a calibration issue. tools: WebFetch, Bash, Read, Skill mode

Alternatives in Development

  • Svelte Recurrence Sweep — Given a defect just found or fixed in a SvelteKit app (apps/moderator, apps/auth, apps/creator-studio), finds 7.2k ★
  • Template Auditor — Use this agent whenever Pulkit wants an existing premium-template clone in the fable repo audited against its 509 ★
  • Checklist Deduper — Merges multiple batches of checklist items from checklist-generator into a single deduped checklist 115 ★

Full documentation available on GitHub

View Source Repository

Related Agents

Jd Analyst — Development agent for Claude Code

Jd Analyst

Decodes a job posting into ranked must-haves, the unstated problem behind the req, hard disqualifiers, and the

Development community
Biblical Linguistic Analyst — Development agent for Claude Code

Biblical Linguistic Analyst

Analyze the original languages (Biblical Hebrew, Aramaic, and Koine Greek) of the Bible to provide deep gramma

Development community
Contributor Auditor — Development agent for Claude Code

Contributor Auditor

Contributor-trust triage specialist — depth-first review of an external PR for author signal, diff shape, repo

Development community
Fk Reviewer — Development agent for Claude Code

Fk Reviewer

Reviews a candidate diff before it is evaluated - API preservation, hidden CPU syncs, static-shape assumptions

Development community
Stx Dev Tier API — Development agent for Claude Code

Stx Dev Tier API

API-tier Dev prelude for /stx-feature waves. Overrides stx-dev-base with rules for thin route handlers, auth,

Development community
Aidd PR Comment Validator — Development agent for Claude Code

Aidd PR Comment Validator

Final gate of an external PR review — validates every surviving comment against the full agent feed for factua

Development community

Related Skills

Implement Structural — AI skill for Claude Code

Implement Structural

Implements the model extension behind a STRUCTURAL /analyze-policy verdict — baseline change for enacted law,

AI community
Dispute — Development skill for Claude Code

Dispute

Contest a criterion on this session's receipt; the original stays next to the override and the receipt is re-s

Development community
Rls Security Check — Security skill for Claude Code

Rls Security Check

A Claude Code skill that audits Supabase and Postgres Row Level Security, then writes the exact policy to fix

Security community