The First Control Loop: From Ambiguity to a Tested Slice

The first four chapters have established a connected model of addyosmani/agent-skills: a repository that turns engineering judgment into explicit controls around intent, planning, context, and evidence. This checkpoint brings those controls together so readers can make one practical judgment: is an agent ready to implement, or is it merely carrying an unresolved assumption into code? The answer is not a single approval word. It is a conjunction of conditions that reinforce one another.

Readiness is a conjunction, not a feeling

A task is ready to implement when its intent is clear enough to guide a decision, its boundaries are visible, its work is cut into a verifiable slice, its context is focused and trustworthy, and the next human gate is understood. If one of these conditions is missing, the agent may still be able to type code, but the team cannot yet explain what the code is supposed to prove.

The first condition is confirmed intent. The team must know who benefits, what outcome matters, why the work is needed now, what success means, and what is deliberately out of scope. This does not require predicting every implementation detail. It requires removing the ambiguity that would allow two reasonable engineers to build different things while both claiming to follow the request.

The second condition is a contract with boundaries. A specification gives the objective, project conventions, testing approach, and rules for what is always allowed, what needs approval, and what must not happen. For a request with multiple independently testable capabilities, a capability map makes the module boundaries and dependency direction explicit before detailed tasks are written. Without that boundary, a plan can be organized while the problem itself remains structurally confused.

The third condition is a slice with two faces. Acceptance criteria say what must be true. Verification says how the team will observe that it is true. A task that contains only a verb—“add support,” “improve performance,” “update the flow”—is not yet a usable slice. A task that names a behavior, an important failure path, a test or build observation, and its dependencies gives the agent a bounded target and gives the human a reason to stop or revise.

The fourth condition is focused context. The agent needs persistent project rules, the relevant specification, the source and tests that define the local pattern, and the current error or verification output. It does not need every document that might be vaguely related. External documents, browser content, logs, and model responses can add useful observations, but they enter the packet as untrusted data. If they contain instructions, those instructions do not inherit authority merely by being visible.

The fifth condition is a readiness gate.