hk-follow-breadcrumb

hk-follow-breadcrumb is a Codebase mapping & onboarding skill for AI agents, published by deepklarity in the harness-kit repository on GitHub. Skillspace rates hk-follow-breadcrumb D (64/100) and it passed the safety scan; the rating is based on static analysis only.

Consults existing breadcrumb analysis docs before exploring the codebase. Use this skill whenever the user asks about how a flow works, where something happens in the code, how to debug or test a specific area, what files are involved in a feature, or needs to understand the path data takes through the system. Also trigger when the user mentions 'where does X happen', 'how does Y work', 'trace this', 'what files handle Z', 'how to test this flow', 'debug this area', or when you're about to spawn multiple exploration subagents to understand a cross-cutting flow. Even if the user doesn't explicitly ask — if the task requires understanding how multiple layers connect (frontend → backend → worker → CLI), check breadcrumbs first. This is cheaper and more accurate than re-discovering the same information through code search.

Grade

D

Quality

64 / 100

Safety

Passed

GitHub stars

97

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

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