← ClaudeAtlas

iw-research-quicklisted

Fast inline research using web search and fetch — answers directly in the conversation without saving a document or allocating an ID. Only use this skill when the user EXPLICITLY writes "quick research", "/iw-research-quick", or a single trivial one-liner fact-check they have explicitly said should not be filed (e.g., "is Y still maintained?"). Bare phrases like "do a research", "research X", "investigate Y", "deep research", "online research", or "evaluate options" must route to /iw-research, NOT this skill — the user expects every real research request to be filed as a Research document in the IW AI Core database. When in doubt, choose /iw-research.
innovation-ways/iw-ai-core · ★ 0 · Web & Frontend · score 70
Install: claude install-skill innovation-ways/iw-ai-core
# IW Research Quick Fast inline research — no file, no ID, no workflow overhead. **Topic**: $ARGUMENTS --- ## Workflow 1. **Get topic** — Extract from $ARGUMENTS or ask user a single clarifying question 2. **context7 (optional)** — If topic is a library/framework, try `mcp__context7__resolve-library-id` first for current official docs 3. **WebSearch** — Run 2–3 targeted queries to identify best sources 4. **WebFetch** — Fetch up to 4 pages maximum; extract targeted answers only 5. **Respond inline** — Direct answer (2–3 paragraphs) with: - `[HIGH/MEDIUM/LOW]` confidence marker - Inline source citations per factual claim - `Sources` section at the end 6. **Upgrade nudge** — If topic warrants deeper investigation, suggest `/iw-research {topic}` --- ## When to Use context7 **Use context7 when** the topic is a **library or framework** and you want current official documentation: ``` mcp__context7__resolve-library-id <library-name> mcp__context7__query-docs <library-id> <query> ``` **Do NOT use context7** for general topics (companies, concepts, market research, opinions, etc.). If context7 is unavailable or returns no results, fall back to WebSearch + WebFetch only. --- ## Max 4 WebFetch Calls **Hard limit: 4 WebFetch calls per invocation.** Prioritize: 1. Official documentation (docs page, API reference) 2. Primary source (author blog, official announcement) 3. Credible secondary (well-known blog, reputable publication) Skip: forums, Reddit threads, low-