GitHub repository access in containerized environments using REST API and credential detection. Use when git clone fails, or when accessing private repos/writing files via API.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Guidance for asking clarifying questions when user requests are ambiguous, have multiple valid approaches, or require critical decisions. Use when implementation choices exist that could significantly affect outcomes.
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설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Ask clarifying questions when the answer materially changes what you'll build. This skill helps identify when to ask, how to structure questions effectively, and when to proceed autonomously.
Ask questions for:
Don't ask when:
[Context: What you found/analyzed]
[Present 2-5 specific options with brief trade-offs]
[Direct question asking for preference]
[Optional: Offer to make reasonable default choice]
Acknowledge understanding first - Show you've analyzed the situation
Present clear options - Offer 2-5 specific choices with brief context
I can implement this in several ways:
1. **Global middleware** - Catches all errors centrally (simplest)
2. **Wrapper functions** - More granular control per endpoint
3. **Custom error classes** - Typed errors with status codes
Ask directly - Clear question that guides decision
Offer autonomy (optional) - For less critical decisions
Layer questions instead of asking everything upfront:
Good ✓
Bad ✗
"I see you're using JWT authentication. To add refresh tokens, I can:
What works best for your use case?"
"How should I implement the authentication refresh token storage mechanism considering security implications, XSS vulnerabilities, mobile compatibility, UX impacts, and compliance considerations?"
Too verbose, no clear options, asks everything at once
"You mentioned 'clean up migrations.' Do you want me to archive them to /old-migrations or delete them entirely? (Note: deletion can break databases that haven't run them yet)"
"What do you mean by clean up?"
Too vague, doesn't guide the decision
Ask only when the answer materially changes what you'll build. Avoid building the wrong thing, not asking questions for the sake of asking.
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아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.
GitHub repository access in containerized environments using REST API and credential detection. Use when git clone fails, or when accessing private repos/writing files via API.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Decide which model, effort level, and cascade shape each subagent gets, and how to keep improvement loops safe (evaluator-as-selector, stop on regression). Routes on measured cost-per-completed-task rather than per-token price, because a tier's token count varies more by task shape than price varies across tiers. Covers per-model effort semantics, the concision lever, cascade preconditions, context handoff, and watching a subagent fan-out live. Use when choosing a subagent's model or effort, when choosing how to escalate a failed attempt, or when asked which model or effort a task should get. Grounded in a 2026-07 calibration, a 2026-08 coding-cost study, a 2026-09 seeded-bug repair battery, a 2026-10 Haiku 5.5 ladder priced per spawn, and a 2026-10 retry-versus-escalation ladder on 295 SWE-bench Verified tasks; Managed Agents API specifics are operational, not calibrated.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Securely manages API credentials for multiple providers (Anthropic Claude, Google Gemini, GitHub). Use when skills need to access stored API keys for external service invocations.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Pre-change blast-radius report for a symbol or file. Walks tree-sitting references, augments with a plain-text scan over non-parsed files (configs, plain docs), and clusters affected sites by feature (`_FEATURES.md`) or top-level package. Use when about to refactor, rename, or delete something in a repo you don't own — "what breaks if I change `validateUser`", "who calls this", "is this safe to remove", "where is this used", "blast radius", "impact analysis". This is the CONVERGENT pre-change risk skill — for "what is this repo?" use exploring-codebases; for "where is X?" use searching-codebases.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Read Bluesky/ATProto without depending on Bluesky's AppView — interactions on a user's posts, thread replies, any repo's records, network-wide backlinks across every lexicon, an account's handle and PDS history, which collections are active network-wide, and layer-by-layer outage diagnosis. Use when bsky.app or the AppView is down or slow, when a Bluesky read returns timeouts or 5xx, when asked who liked/replied/quoted/reposted something, when pulling live Bluesky context cheaply, when reading records straight from a PDS, when asked who references a record or account anywhere on the network, whether an account has changed handle or migrated servers, or which lexicons and non-Bluesky apps are active on atproto. Complements browsing-bluesky, which routes everything through the AppView and fails when it does.
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Ranked content search over a text corpus you point it at, using BM25 (via xhluca/bm25s). Corpus-agnostic: cloned repos, project knowledge stores, uploaded files and archives, any local directory. In-memory BM25 index per invocation, with a session-local disk cache for repeat runs against the same corpus. Use for "rank these documents", "search this corpus", "which files are most about X", "find content about Y", or any multi-word concept query against a known body of text where grep would return everything or nothing. Needs a corpus on disk. Not for searching stored memories or prior-session decisions (remembering), not for a named symbol or a file's structure (tree-sitting), and not for a literal string you could grep.
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