القائمة
جمع SkillsMP عدد ١٨ من skills من yogsoth-ai/paper-reading. افتح أي skill لمراجعة مصدره وتفاصيله.
عرض ١٨ من أصل ١٨ skills مجمعة.
Pick which candidate angle to write the article around, cross-checked against the verified bundle so the chosen angle is actually substantiated by the paper (not just appealing at the skim stage). Use this as the first step of drafting, after…
لغة النص الأصلي: الإنجليزية
Writing strategy that turns a verified paper bundle into a finished public-audience article — selecting an angle, applying a pre-set style constraint during drafting (never a post-hoc rewrite), and checking the result for drift against the bundle. Use this…
لغة النص الأصلي: الإنجليزية
Deep-reading strategy that turns a single specified academic paper into a structured, source-anchored bundle (problem, method, key results, limitations) ready for fact-checking and article drafting. Use this whenever the user names one specific paper (by…
لغة النص الأصلي: الإنجليزية
Strict verification path — runs an exhaustive precision check and an exhaustive recall check against the bundle before drafting, then a drift check after drafting, routing any failure back to the appropriate upstream step. This is the default (and, in v1,…
لغة النص الأصلي: الإنجليزية
Finalize a paper's verified reading output into the exact bundle schema (problem/method/key_result/limitation, each with a source_anchor) that all downstream fact-checking and article-drafting sops consume. Use this as the last step of the deep-read strategy,…
لغة النص الأصلي: الإنجليزية
Fixed lookup table mapping a detected verification failure type (precision_fail, recall_fail, drift_fail, none) to the specific upstream pipeline step to route back to. Use this immediately after pre-write-precision-check, pre-write-recall-check, or…
لغة النص الأصلي: الإنجليزية
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…
لغة النص الأصلي: الإنجليزية
Write a WeChat article's opening 1-3 sentence hook using one of four formula families (curiosity, story, value, contrarian), grounded in the verified bundle so the hook doesn't overpromise. Use this after angle-selection has chosen the article's framing,…
لغة النص الأصلي: الإنجليزية
Mass-audience 公众号 writing path — selects an angle, crafts a hook, drafts the article with a pre-set style constraint, and revises via a 3-sweep editing pass. Use this as the default (and, in v1, only) audience-first-writing tactic whenever the target is a…
لغة النص الأصلي: الإنجليزية
Back-summarize the finished article draft and diff it against the already-verified bundle to catch drift (new errors or omissions introduced during drafting/styling) — even when the bundle itself already passed precision and recall checks. Use this…
لغة النص الأصلي: الإنجليزية
Independently fact-check every claim in a paper's bundle against the raw source text (Factored Verification method), flagging any claim the source doesn't actually support at a correctness score below 0.8. Use this before any article drafting begins,…
لغة النص الأصلي: الإنجليزية
Independently extract a paper's most important atomic facts directly from the raw source (before looking at the bundle at all), then check whether the bundle covers each one — catching content the bundle omitted. Use this before any article drafting begins,…
لغة النص الأصلي: الإنجليزية
Full 3-pass progressive deep-reading of a paper — skim, grasp, targeted verify — producing a structured bundle ready for fact-checking and article drafting. This is the default reading tactic for the paper-reading package; use it whenever no angle is already…
لغة النص الأصلي: الإنجليزية
Verification strategy that independently re-checks a paper bundle's precision (no unsupported claims) and recall (nothing important omitted) against the original source, before any article drafting begins, then re-checks the finished draft for drift. Use this…
لغة النص الأصلي: الإنجليزية
Full-text deep-read of a paper's Introduction, Method, and Results sections to draft the structured bundle (problem, method, key results with hedge levels, limitations), each field carrying a precise source anchor. Use this after first-pass-skim has…
لغة النص الأصلي: الإنجليزية
Draft the full WeChat article from the verified bundle, chosen angle, and hook, applying a pre-set style guide and paragraph/figure-placement structural rules from the start — never as a post-hoc rewrite pass. Use this after hook-crafting has produced the…
لغة النص الأصلي: الإنجليزية
Revise a drafted WeChat article through 3 focused editing passes (Clarity, Prove It, Specificity), each checking one dimension before the next runs. Use this after section-drafting-with-style produces the initial article_draft, before the post-write drift…
لغة النص الأصلي: الإنجليزية
Targeted re-read of only the bundle fields flagged as uncertain by second-pass-grasp, using precise PDF queries rather than a full re-read. Use this immediately after second-pass-grasp whenever its uncertain_fields output is non-empty; skip straight to…
لغة النص الأصلي: الإنجليزية