Confidence Check — earn the right to start
SkillAI & modelsReadiness gate BEFORE writing implementation code: does this already exist, does it fit the project's architecture, is the API claim actually checked, is there a working reference, is the root cause known.
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Then ask your AI: use the Confidence Check — earn the right to start skill
What this skill tells your AI
The instructions your AI receives, as published by byerlikaya/claude-starter-kit in plugin/skills/confidence-check/SKILL.md and read by ahel’s review.
Trigger phrases: "confidence check", "ready to implement", "before I start", "am I sure enough", "readiness"
When
Right before implementation code gets written for anything beyond a one-line change, and after the scope is clear ([[spec-planning]] / planner). Every other gate in this kit fires at the end — review, DoD, the commit approval. Those catch bad code. None of them catch good code that should never have been written: the duplicate of a helper that already exists, the pattern that fights the project's architecture, the call built against an API that behaves differently than remembered. That waste is invisible to a reviewer, because what they see is a clean diff.
The five checks
Each is answered with evidence, not with a feeling. Name what you ran or read.
| # | Check | How it is actually answered |
|---|---|---|
| 1 | Does it already exist? | Grep/Glob the codebase for the behaviour and its likely other names. A near-duplicate counts. |
| 2 | Does it fit this project? | Read CLAUDE.md + the relevant project skill. Same stack, same pattern, no new dependency smuggled in. |
| 3 | Is the external claim verified? | The API / library / config behaviour you are relying on: read the real docs or the installed source. Recalled API shapes are the single most common wrong assumption. |
| 4 | Is there a working reference? | An existing call site in this repo, or a known-good implementation. "It should work like this" is not one. |
| 5 | Is the root cause known? | For a fix: the cause, not the symptom. Unknown → this is a [[systematic-debugging]] task, not an implementation task. |
The verdict is not a score
The tempting form is a weighted score with a threshold. It is theatre: with five checks and any sane bar, a single failure sinks it anyway, so the weights only decorate a decision that was already binary. So: any "no" is a stop. Say which check failed and do the one thing that answers it — search, read the doc, find the reference, debug the cause — then start. If the user wants to proceed with a known gap, that is their call to make explicitly, and it gets written down as an assumption, not swallowed.
Checks 3–5 do not apply to every task (a pure refactor has no external claim and no bug). Mark those n/a with a reason — n/a is a judgement you are stating, not a check you are skipping.
An ambiguity you cannot resolve is not a failed check — it is a [NEEDS CLARIFICATION: …] marker
([[spec-planning]]) carried into the plan. Guessing it and passing check 2 is the failure mode this gate exists
to catch.
A bypassed gate leaves a record
Gates get bypassed, legitimately: the user accepts a known gap, a DoD item is deferred, scope is trimmed under time pressure. What must not happen is the bypass being spoken and forgotten — three weeks later nobody can say whether a rule was weighed and overridden or simply missed, and those two are indistinguishable from the code. That gap is the missing half of "rule → gate": the kit enforces the rule at the tool level, and until now recorded nothing when a human deliberately stepped past it.
So when a gate is knowingly bypassed, write one line where the decision lives — the ADR for anything lasting ([[adr]]), otherwise the plan's assumptions section:
BYPASSED <gate> — <why> — asked by <who> — revisit: <condition or date>
The revisit field is what separates a decision from a leak: a bypass with no condition attached is permanent
by default, and nobody chose that. Never write this on the model's own authority — a bypass is the user's call,
so the line records their decision, and its absence means the gate was not bypassed at all.
Output
Five lines, one per check: ✅ <what was run/read> or ❌ <what is missing> or n/a — <why>. Then either
"starting" or the single action that unblocks it. Keep it to the main thread; it is a handful of lines, not a
document.
Fix the deciding rule before you see the options
When this check ends in a choice — which approach, which library, which of three designs — write down what would make an option win, and what would disqualify one, before generating or evaluating any. A criterion chosen after the options exist is a criterion shaped by them: it will quietly favour the one already preferred, and nothing in the output will show that it did.
Write the kill criterion in the same breath: what would make you abandon the whole approach. An option set with no losing condition is a preference wearing an analysis.
Honest boundary: this one is discipline, not a gate. Nothing can check whether the rule was written before the options or backfilled after them — the value is that the user can see the rule stated first and argue with it, which is impossible when the criterion never leaves your head. Treat it as cheap insurance, not as proof.
DoD (this skill's contribution)
- Every check is answered with a named command, file, or document — never with a recollection.
- Any "no" was resolved before implementation started, or is recorded as a user-accepted assumption.
- Check 1 was answered by an actual search, not by "I don't think we have one".
- A fix with an unknown cause went to [[systematic-debugging]] instead of being implemented on a guess.
Signals
- GitHub stars
- 22
- Forks
- 4
- Last commit
- Sep 2026
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confidence-check- Source
- github.com/byerlikaya/claude-starter-kit