Recall Reasoning

SkillDev tools

Recall the reasoning behind a past change from Codex session history when available, falling back to commit diff and surrounding code. Use when the user asks to \"recall reasoning\", \"find reasoning\", \"look up reasoning\", \"recall implementation reasoning\", \"find the rationale\", \"why did I do X\", \"recall from transcripts\", or \"find the transcript for this commit\".

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Recall Reasoning skill

What this skill tells your AI

The instructions your AI receives, as published by tobihagemann/turbo in codex/skills/recall-reasoning/SKILL.md and read by ahel’s review.

Recover the reasoning behind a change. Prefer Codex session history when it can be found; otherwise derive the explanation from git history and current code.

Inputs

Accept any of:

  • A commit SHA
  • A file path, optionally with a line number (<path>:<line>)
  • A reviewer question plus surrounding context

If only a file is given, use git blame to resolve the commit that last touched the line.

Step 1: Resolve the Commit

Resolve the target commit:

git rev-parse <sha>
git blame -L <line>,<line> -- <path>

Collect the commit subject, changed files, and relevant diff:

git show --stat --oneline <sha>
git show -- <path>

Step 2: Search Codex Session History

If Codex session files are available, search them for the commit SHA, touched file paths, branch name, and distinctive user request text:

Write the patterns to a file with apply_patch, one per line, then match them literally:

rg -F -f <pattern-file> ~/.codex/sessions

-F is required, not just safer: an unescaped $ inside request text is a regex anchor and silently drops the match.

Read only the smallest relevant transcript excerpts. Prefer sessions close to the commit time and sessions that mention both the file and the task.

If no matching session is found, continue with the fallback path.

Step 3: Synthesize

If session reasoning was found:

  • Lead with the why. The diff already shows the what.
  • Quote or paraphrase only the relevant reasoning.
  • Keep the explanation to one or two paragraphs.

If no session reasoning was found:

  • Read the commit diff and surrounding current code.
  • Infer the most likely rationale from the code, tests, plan/spec artifacts, and PR context.
  • Mark the output as fallback-derived.

Step 4: Output

When session reasoning was found:

**Commit:** <short-sha> — <subject>
**Session:** <session reference>

<one or two paragraphs of reasoning>

When no session reasoning was found:

**Commit:** <short-sha> — <subject>
**Session:** none found

<fallback explanation derived from git history and current code>

Then call update_plan to mark this step completed and continue with the next step of the active workflow.

Rules

  • Treat session excerpts as evidence, not ground truth.
  • Do not read full transcript files unless excerpts are insufficient.
  • If current code contradicts a remembered rationale, note the discrepancy.

Signals

GitHub stars
402
Forks
30
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
recall-reasoning-tobihagemann
Source
github.com/tobihagemann/turbo