AI Agent Skill for Claude: Efficient Extraction Review
AI Agent Skill for Claude: Efficient Extraction Review
Couldn't load pickup availability
AI Agent Skill for Claude: Efficient Extraction Review
AI Agent Skill for Claude: Efficient Extraction Review
The Efficient Extraction Review skill for Claude is designed to streamline the review status of extraction reports that are pending review. This skill acts upon closing of reports when there are any pending-review reports available. It evaluates each candidate within these reports, seeks an R15 resolution (accept, reject, or defer), and updates the report status accordingly. The skill automates file logging, validation, and committing of the results.
What this skill does
- Reads reports from the specified repository or strategy directory that are marked with the status 'pending-review' or 'deferred'.
- For each candidate in the report, it requests a resolution through R15 (accept, reject, defer).
- If accepted, it optionally edits, validates, writes the file to a pack, updates the MAP, and commits the changes.
- If rejected, it logs the reason and pattern in the 'feedback-log.md'.
- If deferred, it logs the reason and 'defer_until' date in the report.
- Updates the status of the report to 'applied', 'partially-applied', 'rejected', or 'deferred'.
Who it is for
- Developers using AI agents like Claude Code, Cursor, and Codex, who manage extraction workflows and require efficient handling of report evaluations.
- Teams seeking a systematic approach for reviewing AI-generated extraction reports.
Use cases
- Automating the review process for pending AI-generated extraction reports in a development workflow.
- Reducing manual oversight required for reviewing multiple extraction candidates by standardising decisions with R15 resolutions.
Technical details
- Utilises components such as agent-skills, aiapplication, and apply-captures to manage reports.
- Integrates with designated directories or repositories for accessing and updating extraction reports and logs.
Source & Licence
This package is built on open-source work published by TserenTserenov (TserenTserenov/FMT-exocortex-template) and distributed under MIT. The original licence text and copyright notice are included in your download.
Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.
Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.
Delivery & Support
- Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
- Format: ZIP archive containing the skill files, documentation and the original licence.
- Support: support@mcpcart.com — we aim to reply within 2 business days.
- Updates: updates are included only where stated on this page.
Refunds
This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.
Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.
Trusted by Developers & Marketers
Here's what buyers say about the skills they use every day.
Ran it on a client's Google Ads account and it flagged wasted spend we'd been missing for months. Paid for itself on day one.
Optimize Ad Spend: Ad Account AuditorWe finally caught broken conversion tags before launch instead of after. The pre-launch checklist alone is worth the price.
Optimize Conversion Tracking: Pre-Launch QADropped it into Claude Code and my LCP went from 4.1s to 1.9s in an afternoon. It explains every fix it suggests, so I actually learned something too.
Optimize Core Web VitalsOur agency uses it as the final review step on every PR now. It catches security issues our linters never did.
Optimize Your Code: Best Practices & SecurityMade WCAG 2.2 compliance actually manageable. It walked through our whole storefront and produced a fix list our devs could work from directly.
Enhance Web Accessibility: WCAG 2.2As an expat freelancer in France, the DGFIP simulation saved me a very expensive appointment with an accountant. Incredibly thorough.
AI Tax Audit Skill: DGFIP Fiscal ControlWorks with both Cursor and Claude Code exactly as advertised. Setup took less than five minutes with the included README.
Optimize Profits: AI Conversion Value MapperInstant delivery, clean files, clear docs. This is how digital products should be sold. Already bought three more skills.
AI Comptable: French AccountingSupport answered my install question within a couple of hours on a Sunday. The skill itself has become part of my daily workflow.
Optimize Core Web Vitals