Reconstruct OKF Bundles with AI: Backfill Skill for Codex

Reconstruct OKF Bundles with AI: Backfill Skill for Codex

The "Reconstruct OKF Bundles with AI: Backfill Skill for Codex" assists developers in reconstructing OKF bundles by event-sourcing a repository's history. This applies to existing repositories that predate the OKF skill or when resuming an interrupted backfill session, using data from git logs and Claude session transcripts.

What this skill does

• Replays and reconstructs a repository's decision-making history using git commits and Claude session transcripts.
• Creates a comprehensive `.okf/` bundle as though the "okf" skill's Stop hook had been active from the beginning.
• Extracts and processes events in a deterministic manner, ensuring byte-identical results for the same repository.
• Utilizes an LLM loop for replaying events, offering auditability and reproducibility despite some variability in timestamps and summaries.

Who it is for

• Developers working with repositories that require historical backtracking and bundle reconstruction.
• Teams using AI coding agents such as Claude Code, Cursor, and Codex.
• Projects needing a structured approach to manage historical decision-making and data event retrieval.

Use cases

• Reconstructing knowledge bundles for older repositories to enhance project documentation and continuity.
• Resuming interrupted sessions to maintain a consistent event log and avoid data loss.
• Analyzing the evolution of a project by replaying its development history in a structured format.

Technical details

• Integrates with `git log` and Claude session archives for event extraction.
• Processes git commit information using `git log --first-parent --numstat`.
• Pairs user messages with corresponding assistant wrap-ups from session transcripts located in `~/.claude/projects/` directories.

Source & Licence

This package is built on open-source work published by scaccogatto (scaccogatto/okf-skills) 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.