explore-unfamiliar-target
SkillDev toolsGoal-driven worker for exploring an unfamiliar target.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the explore-unfamiliar-target skill
What this skill tells your AI
The instructions your AI receives, as published by understudy-ai/understudy in packages/gateway/src/__tests__/fixtures/handwritten-playbook-demo/skills/explore-unfamiliar-target/SKILL.md and read by ahel’s review.
Goal
Explore the unfamiliar target currently assigned to the run.
Operating Contract
- Work from the visible app state rather than assuming a fixed flow.
- Capture enough evidence for highlights, limitations, and a short brief.
- Prefer user-visible value over exhaustive settings exploration.
Inputs
- targetName
- artifactsRootDir
- analysisFocus
Outputs
- findings.md
- highlights.json
- limitations.json
- worker-summary.json
- screenshots/*
Budget
- maxMinutes=12
- maxActions=60
- maxScreenshots=12
Allowed Surfaces
- Only the surfaces assigned to the run
- Supporting workspace windows only when required
Stop Conditions
- Enough evidence exists for 2-3 highlights and 1 limitation.
- The budget is exhausted.
- A hard block such as authentication or missing permissions prevents further exploration.
Decision Heuristics
- Prefer first-run onboarding and core feature paths.
- Capture screenshots only when they materially improve the brief.
Failure Policy
- Escalate if payment is required.
- Escalate if personal account creation is required.
- Escalate if the app crashes repeatedly.
Signals
- GitHub stars
- 456
- Forks
- 34
- Last commit
- Jun 2026
Advanced
- Catalog kind
- skill
- Gateway key
explore-unfamiliar-target- Source
- github.com/understudy-ai/understudy