reflect-paper
De la autor
Runs a two-pass paper reflection loop with a Researcher pass and a Writer pass. Use when the user asks to reflect on a paper, improve a draft, run a research-agent and writer-agent review, critique the paper before submission, find both technical and writing issues, or produce a revision plan. The Researcher pass checks claims, citations, evidence, venue fit, missing related work, and reviewer risk; the Writer pass checks framing, structure, abstract, related work, prose, tables/figures, and response clarity. Outputs a merged action plan with evidence, priority, owner, and next skill to run.
Instalare
npx skills add ShaishavMaisuria/research-paper-lifecycle-skills --skill reflect-paper -a claude-code
Se instalează în .claude/skills/reflect-paper/ · Fiecare comandă descarcă skill-ul direct de pe GitHub cu utilitarul open source skills.
Identic octet cu octet cu commit-ul scanat, cu licența depozitului și un fișier SOURCE.txt.
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De ce 82
aiqbench calculează scorul de încredere din semnale publice. Nu este un audit de securitate, așa că citește un skill înainte să-l instalezi.
Skill-uri similare
Cele mai apropiate de acesta prin ce fac și când sunt folosite.
- reflect-and-improveShaishavMaisuria/research-paper-lifecycle-skillsThe reflection agent. Use it right after another skill produces an artifact such as a rewrite from polish-prose, a rebuttal, an abstract, a preflight fix, or a tailored draft to critique that output against the stated goal, the paper's .paper-memory/profile.yml, the relevant rubric, and past .paper-memory/lessons.md, then decide whether it actually improved. Trigger words include reflect, self-critique, did this get better, did my edit help, regression check, review my own output, iterate, refine, second pass, sanity-check the rewrite, and "is the new version actually better". Runs a bounded self-refine / Reflexion loop, guards against regressions, and appends durable, deduplicated, dated lessons to .paper-memory/lessons.md via a stdlib script so the toolkit gets sharper each paper. Reflection adds cost; it only pays off when there is a measurable target.Știință★ 55
- paper-reviewbrycewang-stanford/Auto-Empirical-Research-SkillsUse when a paper is complete or near-complete and a holistic pre-submission audit is needed. Cross-cuts text, code, tables, figures, results, citations, and reproducibility in a single pass and produces a persistent audit report. Works standalone on papers written outside the plugin.Știință★ 4.8K
- paper-author-passTHUROI0787/absent-authorFinal "author pass" for an AI-assisted ML research paper — refine from high level (story, research taste, scale vs. claims, pivots) through argument structure and verification down to sentence-level sloppy-AI traces (em-dash floods, "not X but Y", defensive writing, coined terms, performative honesty), so a responsible human author is visibly present. Use when polishing, de-slopping, or revising a paper draft before submission together with its human author. If asked to make AI text "read human" or pass review or detectors without a human author, it runs audit-only and returns questions for the author. Not an AI-detector evasion tool.Știință★ 145
- respond-to-refereespedrohcgs/claude-code-my-workflowGenerate a structured response-to-referees document from a referee report and the revised manuscript. Maps each referee comment to the specific revision, classifies coverage (addressed / partially / deferred / disagreement), and drafts polite but firm responses. Use during the R&R (revise-and-resubmit) stage of paper revision.Știință★ 1.7K
- paper-referee-revisebrycewang-stanford/Auto-Empirical-Research-SkillsRevise an academic paper based on journal referee reports. Reads referee comments from review report or annotated manuscript, then directly modifies main.tex one comment at a time with user approval. Generates response letter after revision. Trigger when user says "referee revise" / "paper-referee-revise" / "审稿意见修改" / "根据审稿人意见修改" / "referee report".Știință★ 4.8K
- reflectuzairansaruzi/p3-stackDelegate three parallel reviewers over the active thread, surface learnings, and route each to a concrete edit on an existing skill. Use when the user says reflect.Redactare★ 156
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