End-to-end paper reproduction from arxiv URL through smoke runs to replication experiments.
Part of phd-skills
by fcakyon· ResearchUnclaimed · Yours? Claim it
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End-to-end paper reproduction from arxiv URL through smoke runs to replication experiments. Handles missing or partial official code, missing training scripts, missing hyperparameters, and private datasets via similar-public-dataset substitution. Use when the user asks to reproduce, implement, replicate, or re-run a paper from scratch, or pastes an arxiv URL with reproduction intent.
Skills people install alongside reproduce.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.copilot/skills/reproduce
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.cursor/skills/reproduce
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.claude/skills/reproduce
/plugin marketplace add fcakyon/phd-skills /plugin install phd-skills@phd-skills
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.agents/skills/reproduce
Runs on your machine.
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.gemini/skills/reproduce
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce .agents/skills/reproduce
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.openclaw/skills/reproduce
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.config/opencode/skills/reproduce
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.hermes/skills/reproduce
Scanned and passed · checked 2 h ago
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Nothing new reaches your agent until a person has looked at it.
Scanned on every change, and again when our rules improve.
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Write a reviewSkills people install alongside reproduce.
Khazix's everyday skills: goal briefs for long agent runs, disk cleanup, AI news, doc tidy-ups, deep research and Chinese long-form writing.
A library of AI research skills that lets your agent fine-tune, train, evaluate and serve models, and take a project from idea to paper.
A six-step competitive analysis for product managers, from the market landscape to rivals' strategic direction, ending in battle cards.
Researches tech and advanced-manufacturing investment themes by finding supply-chain bottlenecks, then ranks which companies to study first.
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Safe to install in every agent it supports. Runs in your agent, as instructions.