{"slug":"lin1111-1-academic-integrity-rewrite","name":"academic-integrity-rewrite","description":"Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. Use for 学术论文降重、查重后修改、重复段落重写、paraphrasing, similarity-report remediation, abstracts, literature reviews, methods, results, discussions, theses, and manuscripts in DOCX, Markdown, or plain text. Do not use to disguise plagiarism, fabricate sources, or evade academic-integrity review.","long_description":"---\nname: academic-integrity-rewrite\ndescription: Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. Use for 学术论文降重、查重后修改、重复段落重写、paraphrasing, similarity-report remediation, abstracts, literature reviews, methods, results, discussions, theses, and manuscripts in DOCX, Markdown, or plain text. Do not use to disguise plagiarism, fabricate sources, or evade academic-integrity review.\n---\n\n# Academic Integrity Rewrite\n\nRewrite from the research logic and evidence, not by replacing words sentence by sentence. Treat originality as clearer authorship and synthesis, never as detector gaming.\n\n## Establish the task\n\n1. Identify the target language, field, venue or style guide, editable sections, and any similarity report.\n2. Distinguish the author's findings from cited ideas, standard definitions, methods that require precise wording, and text that must remain verbatim.\n3. If the source or citation evidence is unavailable, mark claims for verification instead of inventing details.\n4. State that no exact similarity score can be guaranteed because databases and algorithms differ.\n\n## Triage before rewriting\n\nClassify each flagged passage:\n\n- **P0 — integrity or technical risk:** missing attribution, changed data, equations, labels, units, citations, or unsupported claims. Resolve first.\n- **P1 — reasoning risk:** source-by-source summary, weak synthesis, duplicated logic, overclaiming, or a mechanism not supported by the model or data.\n- **P2 — expression risk:** formulaic phrasing, noun stacking, repeated sentence frames, vague subjects, or unnecessary metadiscourse.\n- **P3 — presentation risk:** inconsistent terms, symbols, figure/table references, citation format, or typography.\n\nRead [references/rewrite-methods.md](references/rewrite-methods.md) for section-specific strategies. Read [references/quality-gates.md](references/quality-gates.md) before final review.\n\n## Build a protected fact ledger\n\nRecord, before drafting:\n\n- every number, sign, range, unit, symbol, equation, boundary condition, and named method;\n- every citation marker and the claim it supports;\n- approved terminology, abbreviations, figure/table/equation numbers, and causal qualifiers;\n- direct quotations or legally/academically fixed language that must not be paraphrased.\n\nNever silently change an item in this ledger. Flag contradictions or likely source errors for the author.\n\n## Reconstruct the passage\n\n1. Reduce the passage to an evidence map: purpose → method/evidence → result → interpretation → limitation.\n2. Close the source text where practical and draft from that map.\n3. Reorder claims by logic, combine redundant sentences, split overloaded sentences, and make the actor or evidence explicit.\n4. Synthesize multiple sources by theme, agreement, disagreement, method, chronology, or research gap. Preserve attribution at claim level.\n5. Prefer precise verbs and quantified statements. Remove empty frames such as “it is obvious,” “it can be seen,” and repeated announcements of what follows.\n6. Preserve necessary technical terms. Do not force synonyms for established concepts.\n\n## Validate\n\nRun the deterministic audit when both original and revision are available:\n\n```bash\npython scripts/audit_revision.py ORIGINAL REVISED\n```\n\nUse `--json PATH` for a machine-readable report. It compares numbers, common unit-bearing measurements, and citation markers. Treat its warnings as review prompts, not proof of plagiarism or correctness; uncommon or field-specific unit notation still requires manual review.\n\nThen verify manually:\n\n1. Compare the protected fact ledger against the revision.\n2. Check every citation against its supported claim and, when possible, the primary source.\n3. Check equations, terminology, abbreviations, units, and cross-references globally.\n4. Confirm that interpretations do not exceed the method, model, or data.\n5. Read the revision for natural academic flow and field-appropriate tone.\n\n## Deliver\n\nReturn:\n\n- the revised passage;\n- a concise change rationale grouped by logic, evidence, and expression;\n- a verification list for any unresolved facts, citations, or labels;\n- an audit summary stating whether numbers and citation markers were preserved and which long shared spans remain.\n\nDo not claim guaranteed acceptance, guaranteed originality, or a guaranteed similarity percentage.\n","tagline":"Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. Use for 学术论文降重、查重后修改、重复段落重写、paraphrasing, similarity-report remediation, abstracts, literature reviews, methods, re","category":"research","tags":["agent-skill"],"author":"lin1111-1","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"lin1111-1/academic-integrity-rewrite","creatorName":"lin1111-1","creatorUrl":"https://github.com/lin1111-1","sourceUrl":"https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/lin1111-1-academic-integrity-rewrite#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"},{"status":"pass","label":"Recent maintenance","detail":"Pushed today"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface"},{"status":"pass","label":"Install availability","detail":"npx skills add lin1111-1/academic-integrity-rewrite --skill academic-integrity-rewrite"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"info","label":"Permission surface","detail":"shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"pass","label":"OpenAgentSkill usage","detail":"1 views, 0 install copies"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern"],"warnings":["The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended.","Quality score needs review","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 2 forks; issue activity unavailable in current metadata"],"evidence":{"stars":"82 GitHub stars","repoActivity":"82 stars, 2 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite","install":"npx skills add lin1111-1/academic-integrity-rewrite --skill academic-integrity-rewrite","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add lin1111-1/academic-integrity-rewrite --skill academic-integrity-rewrite","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","Pushed today"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended.","Quality score needs review","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 2 forks; issue activity unavailable in current metadata"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["research","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended.","Quality score needs review","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 2 forks; issue activity unavailable in current metadata"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":48,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","summary":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_policy":"review","reasons":["High-risk permission hints: Shell or command execution","48/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution","The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended."],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","reasons":["High-risk permission hints: Shell or command execution","48/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"review","score":67,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_allowed":false,"policy":"review","human_review_required":true},"blockers":[],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Permission surface: shell or command execution","High-risk permission hints: Shell or command execution","The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended.","No explicit handling for non-UTF8 encodings in plain text files, though most modern editors default to UTF-8.","Quality score needs review","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 2 forks; 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":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate academic-integrity-rewrite before installing it in an agent workflow","research","Research agents 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 lin1111-1/academic-integrity-rewrite --skill academic-integrity-rewrite"]},{"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 lin1111-1/academic-integrity-rewrite --skill academic-integrity-rewrite"]},{"id":"trust_score","label":"Trust score","status":"warn","score":68,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","82 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":76,"required_for_auto_install":true,"detail":"Needs review","evidence":["The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended."]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":48,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","High-risk permission hints: Shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"warn","score":76,"required_for_auto_install":false,"detail":"Public metadata needs stronger README/SKILL.md context","evidence":["Usable metadata, review docs"]},{"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":"Pushed today","evidence":["Pushed today"]},{"id":"permission_surface","label":"Permission surface","status":"warn","score":76,"required_for_auto_install":true,"detail":"shell or command execution","evidence":["Shell or command execution: high","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/lin1111-1-academic-integrity-rewrite/evals","api":"/api/agent/evals?slug=lin1111-1-academic-integrity-rewrite","text":"/api/agent/evals?slug=lin1111-1-academic-integrity-rewrite&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"lin1111-1-academic-integrity-rewrite","name":"academic-integrity-rewrite","description":"Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. Use for 学术论文降重、查重后修改、重复段落重写、paraphrasing, similarity-report remediation, abstracts, literature reviews, methods, results, discussions, theses, and manuscripts in DOCX, Markdown, or plain text. Do not use to disguise plagiarism, fabricate sources, or evade academic-integrity review.","category":"research","url":"https://www.openagentskill.com/skills/lin1111-1-academic-integrity-rewrite","repository":"https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite","github_repo":"lin1111-1/academic-integrity-rewrite"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Read uploaded files","Extract structured fields"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add lin1111-1/academic-integrity-rewrite --skill academic-integrity-rewrite","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 lin1111-1-academic-integrity-rewrite"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"academic-integrity-rewrite\" agent skill from https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite. 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: Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. Use for 学术论文降重、查重后修改、重复段落重写、paraphrasing, similarity-report remediation, abstracts, literature reviews, methods, results, discussions, theses, and manuscripts in DOCX, Markdown, or plain text. Do not use to disguise plagiarism, fabricate sources, or evade academic-integrity review. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"lin1111-1-academic-integrity-rewrite\",\"task\":\"Install academic-integrity-rewrite\",\"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."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"academic-integrity-rewrite\" as a Claude Code skill from https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite. 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: Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. Use for 学术论文降重、查重后修改、重复段落重写、paraphrasing, similarity-report remediation, abstracts, literature reviews, methods, results, discussions, theses, and manuscripts in DOCX, Markdown, or plain text. Do not use to disguise plagiarism, fabricate sources, or evade academic-integrity review. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"lin1111-1-academic-integrity-rewrite\",\"task\":\"Install academic-integrity-rewrite\",\"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."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"academic-integrity-rewrite\" from https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite 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: Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. Use for 学术论文降重、查重后修改、重复段落重写、paraphrasing, similarity-report remediation, abstracts, literature reviews, methods, results, discussions, theses, and manuscripts in DOCX, Markdown, or plain text. Do not use to disguise plagiarism, fabricate sources, or evade academic-integrity review. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"lin1111-1-academic-integrity-rewrite\",\"task\":\"Install academic-integrity-rewrite\",\"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."}],"handoff_url":"https://www.openagentskill.com/api/skills/lin1111-1-academic-integrity-rewrite/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/lin1111-1-academic-integrity-rewrite"},"trust":{"score":68,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"82 GitHub stars","repoActivity":"82 stars, 2 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite","install":"npx skills add lin1111-1/academic-integrity-rewrite --skill academic-integrity-rewrite","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","agent-skill"],"known_risks":["The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended.","Quality score needs review","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 2 forks; issue activity unavailable in current metadata"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":76,"risk_level":"needs_review","risk_label":"Needs review","warnings":["The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended.","No explicit handling for non-UTF8 encodings in plain text files, though most modern editors default to UTF-8.","Quality score needs review","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 2 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":66,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended.","High-risk permission hints: Shell or command execution","No explicit handling for non-UTF8 encodings in plain text files, though most modern editors default to UTF-8.","Quality score needs review","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 2 forks; issue activity unavailable in current metadata"],"agent_contract":{"task_input":"Use academic-integrity-rewrite in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 68/100 Manual review","Audit: 76/100 Needs review","Safety: 48/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"lin1111-1-academic-integrity-rewrite (academic-integrity-rewrite)","install_command":"npx skills add lin1111-1/academic-integrity-rewrite --skill academic-integrity-rewrite","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"lin1111-1-academic-integrity-rewrite","task":"Use academic-integrity-rewrite in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/lin1111-1-academic-integrity-rewrite","api":"https://www.openagentskill.com/api/agent/skills/lin1111-1-academic-integrity-rewrite","audit":"https://www.openagentskill.com/skills/lin1111-1-academic-integrity-rewrite/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=lin1111-1-academic-integrity-rewrite&task=Use%20academic-integrity-rewrite%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20academic-integrity-rewrite%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20academic-integrity-rewrite%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/lin1111-1-academic-integrity-rewrite/install","manifest":"https://www.openagentskill.com/api/registry/manifest/lin1111-1-academic-integrity-rewrite"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"lin1111-1-academic-integrity-rewrite","name":"academic-integrity-rewrite","description":"Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. Use for 学术论文降重、查重后修改、重复段落重写、paraphrasing, similarity-report remediation, abstracts, literature reviews, methods, results, discussions, theses, and manuscripts in DOCX, Markdown, or plain text. Do not use to disguise plagiarism, fabricate sources, or evade academic-integrity review.","category":"research","url":"https://www.openagentskill.com/skills/lin1111-1-academic-integrity-rewrite","repository":"https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite","github_repo":"lin1111-1/academic-integrity-rewrite"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Read uploaded files","Extract structured fields"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add lin1111-1/academic-integrity-rewrite --skill academic-integrity-rewrite","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 lin1111-1-academic-integrity-rewrite"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"academic-integrity-rewrite\" agent skill from https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite. 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: Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. Use for 学术论文降重、查重后修改、重复段落重写、paraphrasing, similarity-report remediation, abstracts, literature reviews, methods, results, discussions, theses, and manuscripts in DOCX, Markdown, or plain text. Do not use to disguise plagiarism, fabricate sources, or evade academic-integrity review. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"lin1111-1-academic-integrity-rewrite\",\"task\":\"Install academic-integrity-rewrite\",\"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."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"academic-integrity-rewrite\" as a Claude Code skill from https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite. 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: Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. Use for 学术论文降重、查重后修改、重复段落重写、paraphrasing, similarity-report remediation, abstracts, literature reviews, methods, results, discussions, theses, and manuscripts in DOCX, Markdown, or plain text. Do not use to disguise plagiarism, fabricate sources, or evade academic-integrity review. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"lin1111-1-academic-integrity-rewrite\",\"task\":\"Install academic-integrity-rewrite\",\"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."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"academic-integrity-rewrite\" from https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite 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: Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. Use for 学术论文降重、查重后修改、重复段落重写、paraphrasing, similarity-report remediation, abstracts, literature reviews, methods, results, discussions, theses, and manuscripts in DOCX, Markdown, or plain text. Do not use to disguise plagiarism, fabricate sources, or evade academic-integrity review. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"lin1111-1-academic-integrity-rewrite\",\"task\":\"Install academic-integrity-rewrite\",\"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."}],"handoff_url":"https://www.openagentskill.com/api/skills/lin1111-1-academic-integrity-rewrite/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/lin1111-1-academic-integrity-rewrite"},"trust":{"score":68,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"82 GitHub stars","repoActivity":"82 stars, 2 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite","install":"npx skills add lin1111-1/academic-integrity-rewrite --skill academic-integrity-rewrite","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","agent-skill"],"known_risks":["The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended.","Quality score needs review","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 2 forks; issue activity unavailable in current metadata"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":76,"risk_level":"needs_review","risk_label":"Needs review","warnings":["The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended.","No explicit handling for non-UTF8 encodings in plain text files, though most modern editors default to UTF-8.","Quality score needs review","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 2 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":66,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended.","High-risk permission hints: Shell or command execution","No explicit handling for non-UTF8 encodings in plain text files, though most modern editors default to UTF-8.","Quality score needs review","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 2 forks; issue activity unavailable in current metadata"],"agent_contract":{"task_input":"Use academic-integrity-rewrite in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 68/100 Manual review","Audit: 76/100 Needs review","Safety: 48/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"lin1111-1-academic-integrity-rewrite (academic-integrity-rewrite)","install_command":"npx skills add lin1111-1/academic-integrity-rewrite --skill academic-integrity-rewrite","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"lin1111-1-academic-integrity-rewrite","task":"Use academic-integrity-rewrite in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/lin1111-1-academic-integrity-rewrite","api":"https://www.openagentskill.com/api/agent/skills/lin1111-1-academic-integrity-rewrite","audit":"https://www.openagentskill.com/skills/lin1111-1-academic-integrity-rewrite/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=lin1111-1-academic-integrity-rewrite&task=Use%20academic-integrity-rewrite%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20academic-integrity-rewrite%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20academic-integrity-rewrite%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/lin1111-1-academic-integrity-rewrite/install","manifest":"https://www.openagentskill.com/api/registry/manifest/lin1111-1-academic-integrity-rewrite"}},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"Research agents","description":"I need my agent to research a topic, compare sources, and produce a concise report.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"document-processing","title":"Document processing"},{"slug":"content-automation","title":"Content automation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add lin1111-1/academic-integrity-rewrite --skill academic-integrity-rewrite","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":82,"starsLabel":"82","forks":2,"license":"MIT","qualityScore":66,"trustScore":68,"auditScore":76},"maintenance":{"status":"fresh","label":"Pushed today","daysSincePush":0,"lastPushedAt":"2026-08-24T02:08:45+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended.","No explicit handling for non-UTF8 encodings in plain text files, though most modern editors default to UTF-8.","Quality score needs review","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 2 forks; issue activity unavailable in current metadata"]},"coverageTags":["Research","Research agents","agent-skill"]},"audit":{"audit_score":76,"risk_level":"needs_review","risk_label":"Needs review","quality_score":66,"trust_score":68,"maintenance_score":100,"security_score":78,"install_score":92,"warnings":["The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended.","No explicit handling for non-UTF8 encodings in plain text files, though most modern editors default to UTF-8.","Quality score needs review","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 2 forks; issue activity unavailable in current metadata"]},"quality_signals":{"model":"v2","star_score":13.43,"usage_score":0,"review_score":5.55,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"document-processing","title":"Document processing","url":"https://www.openagentskill.com/use-cases/document-processing"},{"slug":"content-automation","title":"Content automation","url":"https://www.openagentskill.com/use-cases/content-automation"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"}],"stacks":[{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"},{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"}],"install":"npx skills add lin1111-1/academic-integrity-rewrite --skill academic-integrity-rewrite","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install lin1111-1-academic-integrity-rewrite","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"academic-integrity-rewrite\" agent skill from https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite. 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: Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. Use for 学术论文降重、查重后修改、重复段落重写、paraphrasing, similarity-report remediation, abstracts, literature reviews, methods, results, discussions, theses, and manuscripts in DOCX, Markdown, or plain text. Do not use to disguise plagiarism, fabricate sources, or evade academic-integrity review. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"lin1111-1-academic-integrity-rewrite\",\"task\":\"Install academic-integrity-rewrite\",\"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 \"academic-integrity-rewrite\" as a Claude Code skill from https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite. 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: Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. Use for 学术论文降重、查重后修改、重复段落重写、paraphrasing, similarity-report remediation, abstracts, literature reviews, methods, results, discussions, theses, and manuscripts in DOCX, Markdown, or plain text. Do not use to disguise plagiarism, fabricate sources, or evade academic-integrity review. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"lin1111-1-academic-integrity-rewrite\",\"task\":\"Install academic-integrity-rewrite\",\"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 \"academic-integrity-rewrite\" from https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite 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: Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. Use for 学术论文降重、查重后修改、重复段落重写、paraphrasing, similarity-report remediation, abstracts, literature reviews, methods, results, discussions, theses, and manuscripts in DOCX, Markdown, or plain text. Do not use to disguise plagiarism, fabricate sources, or evade academic-integrity review. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"lin1111-1-academic-integrity-rewrite\",\"task\":\"Install academic-integrity-rewrite\",\"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/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite","github_repo":"lin1111-1/academic-integrity-rewrite","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/lin1111-1-academic-integrity-rewrite","repository":"https://github.com/lin1111-1/academic-integrity-rewrite/tree/main/skills/academic-integrity-rewrite","api":"/api/agent/skills/lin1111-1-academic-integrity-rewrite","install_api":"/api/skills/lin1111-1-academic-integrity-rewrite/install"},"meta":{"created_at":"2026-08-24T02:35:29.174432+00:00","updated_at":"2026-08-24T02:35:29.174432+00:00","agent_friendly":true}}