跳到正文
cccskills
免费在 GitHub 公开

finding-skills

Discover and load skills on demand from /mnt/skills/user/. Use when you need a capability but don't know which skill provides it, when the boot-emitted skill list is names-only and you need a full description, or when you want to list the catalog. Verbs are list (names only), search (rank by name/description match against a query), and show (emit the full SKILL.md for a named skill).

中文简介正在准备中。当前显示原文说明。

查看安装方法

包含的文件(3)

  • SKILL.md2.2 KB
  • CHANGELOG.md286 B
  • scripts/skills.py3.6 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Finding Skills

Skills on disk at /mnt/skills/user/ are a catalog — too expensive to preload as descriptions in every session's context. This skill is the on-demand accessor, analogous to Anthropic's ToolSearch for MCP tools.

Usage

PY=/home/user/.spokes/claude-skills/finding-skills/scripts/skills.py

# List every skill by name (cheap, ~1.4KB)
python3 "$PY" list

# Search by keyword — ranks name matches above description matches
python3 "$PY" search "adversarial review"

# Load the full SKILL.md of a specific skill
python3 "$PY" show challenging

In a live CCotw session the script lives at /mnt/skills/user/finding-skills/scripts/skills.py.

When to reach for this

  • You have a task where a skill might help but no obvious name comes to mind → search <keywords>
  • The boot emitted names-only and you want the description of a candidate → show <name>
  • You want catalog breadth before picking an approach → list

Pattern

  1. search "<what you want to do>" — get 3–10 ranked candidates
  2. show <top-pick> — read its SKILL.md
  3. Follow the SKILL.md's instructions (which may point at scripts/, references/, etc.)

Stop at step 1 if none of the candidates fit — don't shoehorn an unrelated skill onto the task.

Ranking

  • Exact match on skill name: 100
  • Substring match on skill name: 10
  • Substring match in description: 1 per match (multiple hits compound)

Case-insensitive throughout. Results sorted high-to-low, ties broken by name.

Output format

  • list: one skill name per line
  • search: tab-separated <name>\t<description (truncated to 200 chars)>, one per line
  • show: raw SKILL.md contents to stdout; exit 1 with a stderr message if not found

All three are line-oriented so they compose with grep, head, etc.

评价

还没有评价。欢迎分享你的使用感受。

评论

无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。

还没有评论。来写第一条吧。

提交后会立即公开。请勿填写邮箱、电话等个人信息。URL 最多 2 个。

0 / 1000 字

此表单受 reCAPTCHA 保护,适用 Google 的隐私权政策和服务条款。

同一仓库的技能

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.

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

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.

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

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.

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

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

查看 oaustegard 的全部技能

报告此技能的问题