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.
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oaustegard/claude-skills1542026年10月21日 更新
免费在 GitHub 公开
orchestrating-agents
DEPRECATED, renamed to orchestrating-chat-agents. Kept so existing imports of its scripts keep working; every module here loads the same module from orchestrating-chat-agents. Use orchestrating-chat-agents for parallel Claude calls over the API from claude.ai, and dispatching-subagents for fan-out in Claude Code.
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查看安装方法包含的文件（6）
- SKILL.md1.7 KB
- CHANGELOG.md387 B
- scripts/agent_pool.py999 B
- scripts/claude_client.py1011 B
- scripts/orchestration.py1011 B
- scripts/task_state.py999 B
SKILL.md（原文）
安装前可以查看交给 AI 代理的指令内容。
Orchestrating Agents (deprecated)
Renamed to orchestrating-chat-agents on 2026-10-11.
Why
The old name sent requests to the wrong skill. Shown only skill names, Haiku, Sonnet and
Opus 5.5 routed 10 of 45 parallel-dispatch requests here, work that belongs to
dispatching-subagents. Of seven candidate names, orchestrating-chat-agents caught the
most of this skill's own requests (19/21 against 15/21) without drawing more of the
others' (oaustegard/experiments subagent-skill-choice). The content is the same: API
fan-out from surfaces with no native subagents, and Gemini delegation.
Where things went
| you want | go to |
|---|---|
parallel Claude calls over the API from claude.ai, ConversationThread, AgentPool | orchestrating-chat-agents |
fan-out in Claude Code: Agent tool vs Workflow vs headless claude -p | dispatching-subagents |
SendMessage / ListAgents between native subagents | dispatching-subagents/references/native-messaging.md |
| which model or effort a subagent gets | agent-routing |
scripts/ here holds shims, so sys.path.insert(0, '/mnt/skills/user/orchestrating-agents/scripts')
followed by from claude_client import invoke_claude still works. Point new code at
/mnt/skills/user/orchestrating-chat-agents/scripts.
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同一仓库的技能
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.
中文简介正在准备中。当前显示原文说明。
oaustegard/claude-skills1542026年10月21日 更新
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.
中文简介正在准备中。当前显示原文说明。
oaustegard/claude-skills1542026年10月21日 更新
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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oaustegard/claude-skills1542026年10月21日 更新
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.
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oaustegard/claude-skills1542026年10月21日 更新
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.
中文简介正在准备中。当前显示原文说明。
oaustegard/claude-skills1542026年10月21日 更新