{"slug":"kgraph57-paper-writer-skill","name":"Paper Writer Skill","description":"A stage-gated Claude Code skill for academic manuscript writing with discovery, adversarial review, and EN/JP humanizing, packaged as an installable SKILL.md.","long_description":"\n\n# Paper Writer Skill\n\n**Not a manuscript factory. A research engine.**\n\nA Claude Code / agent skill for medical and scientific manuscripts: Discovery gates, stage-gated IMRAD drafting, EN+JP humanizing, adversarial review, and submission/revision loops. Humans stay sovereign on the **💡 IDEA** and the **📊 DATA**.\n\n[](https://github.com/kgraph57/paper-writer-skill/actions/workflows/tests.yml)\n[](LICENSE)\n[](SKILL.md)\n[](CHANGELOG.md)\n\nEnglish | [日本語](README.ja.md)\n\n**Live intro:** https://kgraph57.github.io/paper-writer-skill/\n\n
\n\n## Why This Gets Starred\n\n- **Discovery before drafting.** Phase −1 forges and ranks research questions, checks novelty against live literature, and designs/powers the study — then stops until a human locks the 💡 IDEA and confirms 📊 DATA (real, IRB-aware, never model-invented).\n- **Stage-gates that auto-fix.** Eight quality gates. FAIL → structured feedback → fixer agent → re-check (up to 3 loops). No silent proceed to the next phase.\n- **Adversarial review can KILL.** Before submission, the skill red-teams its own central claim. Fatal problems return to Discovery instead of polishing a bad paper.\n- **EN + JP humanizer.** Phase 4 removes academic AI-tell patterns (18 English + 13 Japanese) with before/after examples and section priorities — see `references/humanizer-academic.md`.\n- **Six paper types, 20+ guidelines.** Original, Case Report, Review, Systematic Review, Letter/Short, Study Protocol — CARE / CONSORT / STROBE / PRISMA / SPIRIT and more wired into templates.\n- **Team mode.** Seven parallel specialist agents for literature, drafting, humanize, and review (v3.0+).\n- **Tested utilities.** `table1.py`, SR helpers","tagline":"Claude Code skill for academic manuscript writing: IMRAD workflows, literature matrices, tables/figures, and tested utilities.","category":"research","tags":["academic-writing","manuscript","claude-code","imrad","literature-review"],"author":"kgraph57","verified":false,"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"OpenAgentSkill auto-indexer","sourceDetail":"kgraph57/paper-writer-skill","creatorName":"kgraph57","creatorUrl":"https://github.com/kgraph57","sourceUrl":"https://github.com/kgraph57/paper-writer-skill","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/kgraph57-paper-writer-skill#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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issue activity unavailable in current metadata"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate Paper Writer Skill before installing it in an agent workflow","research","GitHub automation workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add kgraph57/paper-writer-skill"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add kgraph57/paper-writer-skill"]},{"id":"trust_score","label":"Trust score","status":"warn","score":81,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","49 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":85,"required_for_auto_install":true,"detail":"Needs review","evidence":["Low GitHub adoption signal"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":69,"required_for_auto_install":true,"detail":"Usable candidate, but the agent should surface permission and audit notes before installation.","evidence":["Require human approval before installing into a real workspace.","Low GitHub adoption signal"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":100,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"10d since push","evidence":["10d since push"]},{"id":"permission_surface","label":"Permission surface","status":"pass","score":100,"required_for_auto_install":true,"detail":"no high-risk permission surface in public metadata","evidence":["Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/kgraph57-paper-writer-skill/evals","api":"/api/agent/evals?slug=kgraph57-paper-writer-skill","text":"/api/agent/evals?slug=kgraph57-paper-writer-skill&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"kgraph57-paper-writer-skill","name":"Paper Writer Skill","description":"A stage-gated Claude Code skill for academic manuscript writing with discovery, adversarial review, and EN/JP humanizing, packaged as an installable SKILL.md.","category":"research","url":"https://www.openagentskill.com/skills/kgraph57-paper-writer-skill","repository":"https://github.com/kgraph57/paper-writer-skill","github_repo":"kgraph57/paper-writer-skill"},"suited_tasks":["GitHub automation workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect repository metadata","Compare code changes","Write concise engineering summaries","Inspect source files","Explain architecture"],"suited_agents":["Python","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add kgraph57/paper-writer-skill","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install kgraph57-paper-writer-skill"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Paper Writer Skill\" agent skill from https://github.com/kgraph57/paper-writer-skill. 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Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: A stage-gated Claude Code skill for academic manuscript writing with discovery, adversarial review, and EN/JP humanizing, packaged as an installable SKILL.md. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"kgraph57-paper-writer-skill\",\"task\":\"Install Paper Writer Skill\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"Paper Writer Skill\" as a Claude Code skill from https://github.com/kgraph57/paper-writer-skill. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: A stage-gated Claude Code skill for academic manuscript writing with discovery, adversarial review, and EN/JP humanizing, packaged as an installable SKILL.md. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"kgraph57-paper-writer-skill\",\"task\":\"Install Paper Writer Skill\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"Paper Writer Skill\" from https://github.com/kgraph57/paper-writer-skill into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: A stage-gated Claude Code skill for academic manuscript writing with discovery, adversarial review, and EN/JP humanizing, packaged as an installable SKILL.md. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"kgraph57-paper-writer-skill\",\"task\":\"Install Paper Writer Skill\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/kgraph57/paper-writer-skill","github_repo":"kgraph57/paper-writer-skill","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/kgraph57-paper-writer-skill","repository":"https://github.com/kgraph57/paper-writer-skill","api":"/api/agent/skills/kgraph57-paper-writer-skill","install_api":"/api/skills/kgraph57-paper-writer-skill/install"},"meta":{"created_at":"2026-08-12T14:35:35.781743+00:00","updated_at":"2026-08-18T17:22:21.819119+00:00","agent_friendly":true}}