{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "jamesbuciait3a-agent-forge--review-agent-changes-with-independent-gates",
 "repo": "JamesBuciaIt3A/Agent-Forge",
 "repo_url": "https://github.com/JamesBuciaIt3A/Agent-Forge",
 "repo_slug": "jamesbuciait3a-agent-forge",
 "title": "Review agent-written site changes with independent gates",
 "page_title": "How to review agent-written site changes with independent gates with Agent Forge",
 "summary": "Check each generated change against the gate questions using a process other than the one that wrote it.",
 "who": "A reviewer on a team where agents produce site changes and no one can say which agent wrote a change or why.",
 "problem": "Reviewers spend time rebuilding intent from commit messages because the reasons behind agent changes are not recorded.",
 "outcome": "Each change has a gate review record and a ledger entry that a new contributor can read without asking the author.",
 "steps": [
  "Open the gate checklist in /gates.",
  "Find the contract that the change claims to satisfy in /contracts.",
  "Check whether the artifact matches the contract's stated scope.",
  "Ask a reviewer process other than the generating agent to check the acceptance criteria.",
  "Hold the change until any deviation has a rationale recorded in /ledger."
 ],
 "agent_prompt": "Using the Foreman Continuum repo (JamesBuciaIt3A/Agent-Forge), review the artifact at <target> against the gate questions in /gates and the contract it claims to satisfy in /contracts. Output a pass or fail answer for each gate question with a one-line reason. Verify that the reviewer did not generate the artifact.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "60 minutes",
 "basis": "readme",
 "caveat": "The README gives example gate questions but does not define a full checklist, so the gate pass criteria will need to be set by your team.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "html",
 "requirements": [
  "A copy of the Agent-Forge repository from GitHub",
  "A coding agent of your choice",
  "A written brief describing the site or page you want to build",
  "Someone available to act as an independent reviewer for the gate checks"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/jamesbuciait3a-agent-forge/review-agent-changes-with-independent-gates/",
 "md": "https://dedupedai.com/use-cases/jamesbuciait3a-agent-forge/review-agent-changes-with-independent-gates/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/jamesbuciait3a-agent-forge--review-agent-changes-with-independent-gates.json",
 "api_version": "v1"
}