fof-preflight | Skill Performance & Reviews | TopRankSkills

TopRank Skills

Home / Skills / tools / fof-preflight

fof-preflight

maintained by Tupatuko2023

star 0 account_tree 0 verified_user MIT License
bolt View GitHub

name: fof-preflight description: Diff-aware guardrail checker for Fear-of-Falling (FOF) changes; fails closed on raw data edits, Kxx intro/req_cols mismatches, and output discipline risks. metadata: short-description: Diff-aware FOF guardrail preflight (fail-closed).

How to use

Run from the Fear-of-Falling subproject root or repo root.

Example:

python .codex/skills/fof-preflight/scripts/preflight.py

Inputs

  • Git working tree diff (git diff --name-only --diff-filter=ACMRTUXB).
  • Kxx R scripts under Fear-of-Falling/R-scripts/ (or R-scripts/).
  • Policy sources: Fear-of-Falling/CLAUDE.md, Fear-of-Falling/QC_CHECKLIST.md.

Outputs

  • Console summary with PASS/WARN/FAIL.
  • Exit code 0 only if no FAIL conditions are found.

Failure modes

  • Not a git repo or diff fails.
  • Any change under data/ or data/external/.
  • Kxx .R scripts missing the standard intro/Required vars block.
  • Required vars list cannot be parsed unambiguously.
  • req_cols <- c(...) cannot be parsed or has multiple definitions.
  • Required vars list does not match req_cols 1:1.
  • Suspicious outputs/ usage not under R-scripts/<script>/outputs/.

Safety/guardrails

  • FAIL CLOSED: if a rule cannot be verified, the script exits 1 with context.
  • No external APIs or network calls.
  • Does not modify data or outputs.
  • If other raw-data root paths are discovered in docs/scripts, do not add them without explicit user confirmation (fail closed and request clarification).

Sources: Fear-of-Falling/CLAUDE.md, Fear-of-Falling/QC_CHECKLIST.md.

chat Comments (0)

chat_bubble_outline

No comments yet. Be the first to share your thoughts!

Skill Details

GitHub Stars 0
GitHub Forks 0
Created Jan 2026
Last Updated 6 months ago
tools tools data engineering

Related Skills

prisma-expert
chevron_right
dbt-migration-transact
chevron_right
execplan
chevron_right
manus-project-expert
chevron_right
vespertide
chevron_right

Build your own?

Join 12,000+ developers contributing to the Claude ecosystem.