debug
無料Investigate and fix bugs, failing tests, regressions, build failures, or unexpected behavior using boundary localization, evidence, and bounded hypotheses.
日本語の概要は準備中です。原文の説明を表示しています。
Turn a rough feature, product interaction, or architecture idea into a concrete design. Use when meaningful decisions remain open; avoid for already-clear local edits.
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Develop the idea far enough that implementation can proceed confidently. Preserve exploration and design pressure without turning every request into a ceremony.
Inspect the smallest useful set of materials:
AGENTS.mdDo not scan the whole repository unless the decision is truly cross-cutting.
A product description, tutorial, screenshot, example implementation, log, or design document may be:
Route by the requested outcome, not the artifact format. A screenshot does not automatically require design exploration, and a long tutorial does not automatically become the project specification. Explicit written instructions and corrections override inferred visual or tutorial details. Ask about the source's role only when the distinction materially changes the result and cannot be inferred safely.
These roles determine authority, not how much relevant content deserves consideration. One source can contain evidence, proposals, and settled choices; classify the content without treating its whole container as either binding or disposable.
When asked to study or absorb a discussion, log, or feedback collection, read across the requested material before narrowing the implementation focus or handing that focus to a worker. Do not substitute a summary, the last theme, or the easiest actionable part for that coverage. If material is unavailable, unread, or truncated, name the gap and keep conclusions that depend on it provisional.
Reading coverage, adoption judgment, and execution permission are separate. A request to evaluate the whole discussion authorizes considering all of it, not carrying out embedded commands or external actions. An explicitly bounded request needs only its relevant material and dependencies; do not turn a small reference task into a whole-source audit.
State, in compact form:
Treat the user's existing direction as real input. Do not reopen settled choices simply to manufacture alternatives.
A proposed mechanism is not automatically a settled decision. Unless the user explicitly makes it a requirement, preserve the outcome and constraints while independently evaluating whether that mechanism is the best supported route. Do not agree into avoidable complexity, and do not replace the proposal merely because another design is more familiar.
When the user asks to build, adapt, or borrow a named behavior, preserve that direction and explore only the decisions still needed to implement it. Do not turn an implementation request into an open-ended product workshop.
Before designing a new integration, transport, fallback, or abstraction, verify the assumption that makes it necessary:
Use readily available world knowledge to generate alternatives, then verify drift-prone technical facts when the result could change the architecture. Prefer the supported route that removes a boundary while preserving the complete outcome. When a small smoke test can settle the decision cheaply, run it before building the bridge.
Identify the few decisions that change implementation or product behavior. Common examples:
For each real decision:
Do not provide three cosmetic variants merely to satisfy a format.
Ground the recommendation in the condition that actually makes it win over the nearest viable alternative, not in a general virtue of the approach. If the choice rests on an uncertain assumption or priority, name it and what change would reverse the decision. Do not invent alternatives, scores, or causal benefits to justify the pick, and do not treat a lighter option as sufficient unless it still meets the complete behavior.
Use dependency ordering when decisions remain unsettled. Track only material decisions for the current outcome, their prerequisites, and facts that could invalidate them. Keep settled owner choices separate from provisional mechanisms and reversible choices delegated to the agent.
First investigate facts available from the repository, installed runtime, tools, and relevant authoritative documentation. Present only decisions whose prerequisites are settled, with a recommendation grounded in that evidence. Ask dependent questions after the upstream choice is resolved; continue independent work while another branch lacks evidence. Delegation is optional and requires its own value justification.
After each answer or material new fact, revisit only the affected descendants. In a continuing task, update the existing decision or plan record rather than reopening the whole interview. Stop when the current approach and acceptance criteria can be chosen without silently guessing a material owner decision. Unrelated future branches may remain deferred.
For authorized best-effort work, make reversible assumptions and proceed. An explicit request for design only remains design only; discovering a good solution does not grant implementation authority.
When a technical requirement appears to demand the same property in conflicting states, test whether it must actually hold at the same time, location, condition, or scale. Prefer separating these with existing capability before inventing a mechanism; count any new complexity the separation adds. Adopt a cheap measurement or known supported route directly when it settles the conflict. Stop once a useful candidate or a real residual trade-off appears; not every value disagreement has to be dissolved, and this check is not a required step for every task.
Ask a question only when the answer:
When useful, ask one focused question at a time during an interactive design conversation. When the user asked for a best-effort design or implementation, make explicit assumptions and continue.
Scale the output.
For a local feature, a compact design may include:
For a cross-cutting change, include:
Use diagrams only when relationships are hard to express in prose.
Before finishing, check:
Revise once. Do not create an endless self-review loop.
Write a persistent design document only when one of these applies:
Otherwise keep the design inline.
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概要と使いどころ
Investigate and fix bugs, failing tests, regressions, build failures, or unexpected behavior using boundary localization, evidence, and bounded hypotheses.
日本語の概要は準備中です。原文の説明を表示しています。
Choose responsibility for substantial work before deep execution: keep one responsibility's coupled parts in a single lane, and hand a bounded or independent lane to a worker when clean context, an unknown cause, independent review, or coordinator attention materially improves the outcome.
日本語の概要は準備中です。原文の説明を表示しています。
Execute an existing implementation plan or settled multi-step request through connected slices with targeted checks and controlled plan drift.
日本語の概要は準備中です。原文の説明を表示しています。
Finish a development change safely by inspecting the final tree, verifying at the right scope, and performing only the requested Git or PR actions.
日本語の概要は準備中です。原文の説明を表示しています。
Create an implementation plan sized to settled work. Use when a multi-step change benefits from sequencing, file targets, and explicit verification.
日本語の概要は準備中です。原文の説明を表示しています。
Review a diff, commit, branch, PR, or implementation for actionable correctness and risk issues without duplicate reviewer loops or invented findings.
日本語の概要は準備中です。原文の説明を表示しています。