Blindspot pass

SkillMedia

Surface the user's unknown unknowns before work starts. Use when the user is entering an unfamiliar codebase area, an unfamiliar domain (design, video, infra), or explicitly asks for a "blindspot pass" or to find their "unknown unknowns."

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 Blindspot pass skill

What this skill tells your AI

The instructions your AI receives, as published by neeeophytee/finding-unknowns-skills in skills/blindspot-pass/SKILL.md and read by ahel’s review.

The user is about to work in territory they don't know well. Your job is not to do the task yet. Your job is to show them what they don't know they don't know, so their next prompt is better.

Steps

  1. Ask (or infer from context) two things: what they're trying to do, and what their experience level is with this specific area. Their starting point changes everything.
  2. Explore the relevant territory yourself: the module, its history, its conventions, prior art in the repo, and (if the domain is external) what practitioners consider table stakes.
  3. Report back in four sections:
    • Landmines — the mistakes someone new here typically makes, and any repo-specific potholes (deprecated paths, misleading names, half-migrated patterns).
    • Hidden context — decisions already made that constrain the work (why the code is shaped this way, invariants that must hold).
    • What good looks like — 2-3 examples of the pattern done well, from this repo or elsewhere, so they can calibrate quality.
    • Questions you should be asking — the 3-5 questions an expert would ask before starting, with your best guess at each answer.
  4. End with a rewritten version of their original request that incorporates what you found, so they can see the difference between their map and the territory.

Guardrails

  • Do not start implementing. This skill ends at understanding.
  • Prioritize unknowns that would change the architecture or the approach over trivia.
  • If the area turns out to be simpler than the user feared, say so plainly. "You have no significant blindspots here" is a valid and valuable result.

Signals

GitHub stars
331
Forks
26
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
blindspot-pass-neeeophytee
Source
github.com/neeeophytee/finding-unknowns-skills