first-pass-skimlisted

Five-minute skim pass over a single academic paper (title, abstract, headings, figures, conclusion only) to classify the paper's type and draft candidate public-audience angles before any deep reading happens. Use this as the entry point whenever the user gives you one specific paper to summarize, explain, or turn into a WeChat/blog article, and you haven't classified the paper yet. Always run this before second-pass-grasp.
yogsoth-ai/paper-reading · ★ 1 · AI & Automation · score 78

Install: claude install-skill yogsoth-ai/paper-reading

# First Pass Skim Keshav's first pass: title/abstract/headings/figures/conclusion only, no body text. Classifies paper type and drafts candidate angles cheaply, before committing to the expensive second/third passes. ## Execution Subagent — spawned via subagent-spawning/spawn-agent skill. ## Why Subagent Skimming and classification benefit from a dedicated context that isn't polluted by later, deeper reading — keeps the "first impression" read honest and separately reviewable from the second pass's deep read. ## Why This Exists (not folded into second-pass-grasp) Reading the whole paper every time is expensive. This pass exists so paper-type and angle hypotheses are available cheaply before deciding how much of the paper the second pass actually needs to read in depth — first-pass-skim's `paper_type` output determines which bundle fields `extract-structured-bundle` (Task 5) fills in later.  ## Available SOPs Optional, no fixed order; the final leaf is always a sop. | SOP | When to use | | --- | --- | | spawn-agent | Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent. | | literature-overview | Abstract-level paper scanning. Import from literature-engine. |