[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-lijigang-ljg-paper-river-ja":3,"guides-for-lijigang-ljg-paper-river":265,"similar-k1750nm5npvwpkhwwj5xp883c9866kan":266},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":20,"identity":189,"isFallback":193,"parentExtension":194,"providers":242,"relations":245,"repo":246,"workflow":264},1778053348890.7827,"k1750nm5npvwpkhwwj5xp883c9866kan",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":12,"sourceUrl":13,"tags":14},"论文倒读法：给一篇论文，递归找出它批判和改进的前序论文（最多5层），再找它之后的最新进展，从源头正向讲述问题演化史。以问题为轴，费曼式讲解每篇论文看到的问题和解法创新。Use when user shares a paper and wants to understand its intellectual lineage, citation chain, problem evolution, or says '倒读', '论文溯源', '论文脉络', 'paper river', 'paper connects', 'trace back', '这篇论文的来龙去脉', '论文演化'. Also trigger when user wants to understand how a research problem evolved across multiple papers.",{},"ljg-paper-river","https://github.com/lijigang/ljg-skills/tree/HEAD/skills/ljg-paper-river",[15,16,17,18,19],"research","papers","documentation","writing","academic",{"_creationTime":21,"_id":22,"extensionId":5,"locale":23,"result":24,"trustSignals":178,"workflow":187},1778053415028.5579,"kn7bkdmt5kk98jmcag94kzp8x186705k","en",{"checks":25,"evaluatedAt":168,"extensionSummary":169,"promptVersionExtension":170,"promptVersionScoring":171,"rationale":172,"score":173,"summary":174,"tags":175,"targetMarket":176,"tier":177},[26,31,34,37,41,44,49,53,56,59,63,67,70,74,77,80,83,86,89,92,96,100,104,108,112,115,118,121,125,128,131,134,137,140,144,147,151,155,158,161,165],{"category":27,"check":28,"severity":29,"summary":30},"Practical Utility","Problem relevance","pass","The description clearly names the problem of understanding a paper's intellectual lineage and problem evolution using a \"paper river\" approach.",{"category":27,"check":32,"severity":29,"summary":33},"Unique selling proposition","The skill offers a unique 'paper river' methodology, recursively tracing paper lineage and explaining problem evolution, which goes beyond standard paper summarization.",{"category":27,"check":35,"severity":29,"summary":36},"Production readiness","The skill defines a clear process for research and output generation, including file naming conventions and an organizational structure, suggesting readiness for use in research workflows.",{"category":38,"check":39,"severity":29,"summary":40},"Scope","Single responsibility principle","The skill is focused on the specific task of tracing paper lineage and explaining problem evolution, with clear instructions and output format constraints.",{"category":38,"check":42,"severity":29,"summary":43},"Description quality","The description is accurate, concise, well-formatted, and clearly explains the 'paper river' concept and its triggers.",{"category":45,"check":46,"severity":47,"summary":48},"Invocation","Scoped tools","not_applicable","This skill does not expose specific tools but rather an entire workflow managed through natural language instructions.",{"category":50,"check":51,"severity":47,"summary":52},"Documentation","Configuration & parameter reference","The skill operates on provided paper URLs/text and does not appear to have configurable parameters or explicit dependencies beyond the research skill itself.",{"category":38,"check":54,"severity":29,"summary":55},"Tool naming","The skill's name 'ljg-paper-river' and its internal references are descriptive and contextually relevant.",{"category":38,"check":57,"severity":29,"summary":58},"Minimal I/O surface","The skill takes a paper as input and outputs a structured document, with clear formatting rules and no extraneous information.",{"category":60,"check":61,"severity":47,"summary":62},"License","License usability","The license is not specified in the provided files, making it impossible to assess usability.",{"category":64,"check":65,"severity":47,"summary":66},"Maintenance","Commit recency","No commit history is available for the default branch (pushedAt is n/a), so recency cannot be determined.",{"category":64,"check":68,"severity":47,"summary":69},"Dependency Management","The skill relies on external skills (Research skill) and standard markdown/org-mode formatting, not on third-party package dependencies that require management.",{"category":71,"check":72,"severity":47,"summary":73},"Security","Secret Management","The skill does not handle or expose any secrets.",{"category":71,"check":75,"severity":29,"summary":76},"Injection","The skill's instructions focus on processing provided paper content and do not appear to execute arbitrary code or load untrusted third-party data as instructions.",{"category":71,"check":78,"severity":29,"summary":79},"Transitive Supply-Chain Grenades","The skill processes provided paper content and uses relative paths for templates, with no evidence of runtime downloads or remote code execution.",{"category":71,"check":81,"severity":29,"summary":82},"Sandbox Isolation","The skill's operations are confined to processing input and generating output files in specified directories, with no indication of modifying files outside its scope.",{"category":71,"check":84,"severity":29,"summary":85},"Sandbox escape primitives","No detached-process spawns or deny-retry loops were detected in the skill's instructions.",{"category":71,"check":87,"severity":29,"summary":88},"Data Exfiltration","The skill processes input papers and outputs structured documents locally, with no outbound calls or exfiltration attempts detected.",{"category":71,"check":90,"severity":29,"summary":91},"Hidden Text Tricks","The bundled files are free of hidden-steering tricks; descriptions and instructions use standard formatting.",{"category":93,"check":94,"severity":29,"summary":95},"Hooks","Opaque code execution","The skill's implementation consists of clear, readable instructions and does not involve obfuscated code or runtime script fetching.",{"category":97,"check":98,"severity":29,"summary":99},"Portability","Structural Assumption","The skill uses relative paths for templates and specifies an output directory, avoiding assumptions about user-specific project organization.",{"category":101,"check":102,"severity":47,"summary":103},"Trust","Issues Attention","No issues data is available for this repository.",{"category":105,"check":106,"severity":29,"summary":107},"Versioning","Release Management","The skill declares a version ('1.0.0') in its SKILL.md frontmatter.",{"category":109,"check":110,"severity":47,"summary":111},"Code Execution","Validation","The skill relies on the underlying research skill and its own instructions for input handling; no explicit schema validation library is used within the skill's script.",{"category":71,"check":113,"severity":47,"summary":114},"Unguarded Destructive Operations","The skill is read-only, focusing on processing and generating documents, and does not perform destructive operations.",{"category":109,"check":116,"severity":29,"summary":117},"Error Handling","The skill's instructions provide clear steps and a structured output format, implying robust handling of the research process and output generation.",{"category":109,"check":119,"severity":47,"summary":120},"Logging","The skill focuses on document generation and does not appear to perform destructive actions or outbound calls that would require local audit logging.",{"category":122,"check":123,"severity":47,"summary":124},"Compliance","GDPR","The skill processes paper content and does not interact with personal data.",{"category":122,"check":126,"severity":29,"summary":127},"Target market","The skill is general to paper analysis and does not contain any regional or jurisdictional logic, defaulting to a global target market.",{"category":97,"check":129,"severity":29,"summary":130},"Runtime stability","The skill's instructions are based on standard markdown/org-mode and rely on general research capabilities, making it portable across different environments.",{"category":45,"check":132,"severity":29,"summary":133},"Precise Purpose","The description clearly defines the skill's purpose (understanding paper lineage and evolution) and provides specific trigger phrases and boundaries.",{"category":45,"check":135,"severity":29,"summary":136},"Concise Frontmatter","The frontmatter is dense, clearly stating the skill's purpose and providing relevant trigger phrases within a reasonable character limit.",{"category":50,"check":138,"severity":29,"summary":139},"Concise Body","The SKILL.md body is well-structured and under 500 lines, with references to external files for detailed formatting and templates.",{"category":141,"check":142,"severity":29,"summary":143},"Context","Progressive Disclosure","The skill effectively uses the `references/template.org` file for detailed formatting requirements, demonstrating progressive disclosure.",{"category":141,"check":145,"severity":47,"summary":146},"Forked exploration","The skill's workflow is not characterized by deep exploration that would necessitate `context: fork`.",{"category":27,"check":148,"severity":149,"summary":150},"Usage examples","warning","While the skill outlines a detailed execution process, it lacks concrete, ready-to-use examples demonstrating input, invocation, and observable outcome.",{"category":27,"check":152,"severity":153,"summary":154},"Edge cases","info","The '红线' (red lines) section implicitly addresses some limitations and honesty, but specific failure modes with recovery paths are not explicitly documented.",{"category":109,"check":156,"severity":47,"summary":157},"Tool Fallback","This skill does not rely on external tools like MCP servers and functions independently.",{"category":97,"check":159,"severity":29,"summary":160},"Stack assumptions","The skill specifies format constraints (Org-mode, ASCII art) and output locations, clearly defining its operating environment and dependencies.",{"category":162,"check":163,"severity":29,"summary":164},"Safety","Halt on unexpected state","The '红线' section implies a focus on honesty and adherence to process, suggesting that deviations would halt the workflow.",{"category":97,"check":166,"severity":153,"summary":167},"Cross-skill coupling","The skill references the 'Research skill' but does not explicitly cross-link or declare it as a dependency within its own instructions.",1778053376580,"This skill takes a research paper as input and recursively traces its critique and improvement lineage up to five layers deep, identifying subsequent developments. It then reconstructs the problem's evolution history from the origin to the latest advancements, explaining each paper's innovations in problem-solving. The output is formatted according to specific Org-mode and ASCII art conventions.","2.0.0","3.4.0","The skill is well-structured and clearly defined, with a strong emphasis on its unique 'paper river' methodology. It performs well on scope, documentation, and security checks. However, it lacks concrete usage examples, and edge case handling could be more explicit, leading to an 'evaluated' tier and a score of 75.",75,"This skill provides a unique 'paper river' method for understanding the intellectual lineage and problem evolution of research papers.",[15,16,17,18,19],"global","evaluated",{"codeQuality":179,"collectedAt":180,"documentation":181,"maintenance":183,"security":184,"testCoverage":186},{},1778053365383,{"descriptionLength":182,"readmeSize":8},393,{},{"hasNpmPackage":185,"smitheryVerified":185},false,{"hasCi":185,"hasTests":185},{"updatedAt":188},1778053415028,{"githubOwner":190,"githubRepo":191,"locale":23,"slug":12,"type":192},"lijigang","ljg-skills","skill",true,{"_creationTime":195,"_id":196,"community":197,"display":198,"identity":208,"parentExtension":210,"providers":235,"relations":240,"workflow":241},1778053348890.7798,"k1704g81mbxzdxt81951f8s6g1866ry3",{"reviewCount":8},{"description":199,"installMethods":200,"name":201,"sourceUrl":202,"tags":203},"LJG's personal Claude Code skills collection",{},"LJG Skills Collection","https://github.com/lijigang/ljg-skills",[204,205,18,15,17,206,207,19],"skills","content-creation","visualization","productivity",{"githubOwner":190,"githubRepo":191,"locale":23,"slug":191,"type":209},"plugin",{"_creationTime":211,"_id":212,"community":213,"display":214,"identity":218,"providers":220,"relations":230,"workflow":232},1778053348890.7793,"k17axkces4ykqysd5mgcmajr89867sm1",{"reviewCount":8},{"description":215,"installMethods":216,"name":201,"sourceUrl":202,"tags":217},"Personal Claude Code skills collection for paper reading, content casting, and writing workflows",{},[204,205,15,18,207],{"githubOwner":190,"githubRepo":191,"locale":23,"slug":191,"type":219},"marketplace",{"extract":221,"llm":227},{"commitSha":222,"license":223,"marketplace":224},"d2d6a0313baaeee789d00aa5c3841d4622147f23","MIT",{"name":191,"pluginCount":225,"version":226},1,"1.17.15",{"promptVersionExtension":170,"promptVersionScoring":171,"score":228,"targetMarket":176,"tier":229},88,"flagged",{"repoId":231},"kd71hhp7w2dcgt37rznesw08cx864k8w",{"anyEnrichmentAt":233,"extractAt":234,"githubAt":233,"llmAt":188,"updatedAt":188},1778053349620,1778053348890,{"extract":236,"llm":237},{"commitSha":222,"license":223},{"promptVersionExtension":170,"promptVersionScoring":171,"score":238,"targetMarket":176,"tier":239},90,"verified",{"parentExtensionId":212,"repoId":231},{"anyEnrichmentAt":233,"extractAt":234,"githubAt":233,"llmAt":188,"updatedAt":188},{"extract":243,"llm":244},{"commitSha":222,"license":47},{"promptVersionExtension":170,"promptVersionScoring":171,"score":173,"targetMarket":176,"tier":177},{"parentExtensionId":196,"repoId":231},{"_creationTime":247,"_id":231,"identity":248,"providers":249,"workflow":261},1777995558409.893,{"githubOwner":190,"githubRepo":191,"sourceUrl":202},{"discover":250,"github":253},{"sources":251},[252],"skills-sh",{"closedIssues90d":254,"forks":255,"openIssues90d":256,"pushedAt":257,"readmeSize":258,"stars":259,"topics":260},5,458,2,1777870782000,4594,3935,[],{"discoverAt":262,"extractAt":263,"githubAt":263,"updatedAt":263},1777995558409,1778053350730,{"anyEnrichmentAt":233,"extractAt":234,"githubAt":233,"llmAt":188,"updatedAt":188},[],[267,293,321,341,367,385],{"_creationTime":268,"_id":269,"community":270,"display":271,"identity":280,"providers":282,"relations":287,"workflow":289},1778053148350.4187,"k1780ay7627sgcf3rwrbek3g498660jd",{"reviewCount":8},{"description":272,"installMethods":273,"name":274,"sourceUrl":275,"tags":276},"Search and analyze academic literature. Find papers, understand research methodologies, and synthesize academic findings for research projects.",{},"Academic Search","https://github.com/claude-office-skills/skills/tree/HEAD/academic-search",[15,19,16,277,278,279],"literature-review","citations","claude-office-skills",{"githubOwner":279,"githubRepo":204,"locale":23,"slug":281,"type":192},"academic-search",{"extract":283,"llm":285},{"commitSha":284,"license":223},"9c4c7d5cd2813a8936bf2c9fdb174ea883b85a11",{"promptVersionExtension":170,"promptVersionScoring":171,"score":286,"targetMarket":176,"tier":239},98,{"repoId":288},"kd7fw7xbj58qc2z8whrrjptbed8659db",{"anyEnrichmentAt":290,"extractAt":291,"githubAt":290,"llmAt":292,"updatedAt":292},1778053151766,1778053148350,1778053561145,{"_creationTime":294,"_id":295,"community":296,"display":297,"identity":306,"providers":310,"relations":315,"workflow":317},1778053622473.6594,"k171jc4epkmqq2y76n42e3eg0s866rf8",{"reviewCount":8},{"description":298,"installMethods":299,"name":300,"sourceUrl":301,"tags":302},"Systematically identify what's missing in non-fiction writing—both blind spots (inherent limitations) and blank spots (gaps that could be addressed). Use before finalizing non-fiction or when feedback feels incomplete.",{},"Blind Spot Detective","https://github.com/jwynia/agent-skills/tree/HEAD/skills/general/writing/analysis/blind-spot-detective",[18,303,304,305,17],"analysis","non-fiction","diagnostic",{"githubOwner":307,"githubRepo":308,"locale":23,"slug":309,"type":192},"jwynia","agent-skills","blind-spot-detective",{"extract":311,"llm":313},{"commitSha":312,"license":223},"e02ec7e226a6e4f8419fd3b88a1d8e472d421b32",{"promptVersionExtension":170,"promptVersionScoring":171,"score":314,"targetMarket":176,"tier":239},99,{"repoId":316},"kd7efn3mprpa8rd8vm5hw5ebzx864fph",{"anyEnrichmentAt":318,"extractAt":319,"githubAt":318,"llmAt":320,"updatedAt":320},1778053625386,1778053622473,1778054012696,{"_creationTime":322,"_id":323,"community":324,"display":325,"identity":334,"providers":336,"relations":339,"workflow":340},1778053622473.659,"k175v48mt9fzh8r2mm6ra7m5gs867jav",{"reviewCount":8},{"description":326,"installMethods":327,"name":328,"sourceUrl":329,"tags":330},"Verify claims in generated output against sources. Use as a separate pass AFTER content generation to catch hallucinations. Critical constraint - cannot be reliably combined with generation in a single pass.",{},"Fact-Check Skill","https://github.com/jwynia/agent-skills/tree/HEAD/skills/general/research/verification/fact-check",[331,15,332,17,333],"verification","hallucination","safety",{"githubOwner":307,"githubRepo":308,"locale":23,"slug":335,"type":192},"fact-check",{"extract":337,"llm":338},{"commitSha":312,"license":223},{"promptVersionExtension":170,"promptVersionScoring":171,"score":286,"targetMarket":176,"tier":239},{"repoId":316},{"anyEnrichmentAt":318,"extractAt":319,"githubAt":318,"llmAt":320,"updatedAt":320},{"_creationTime":342,"_id":343,"community":344,"display":345,"identity":353,"providers":357,"relations":361,"workflow":363},1778053100136.2388,"k17ba7hx1c2htdr84qc7vc86cd867abn",{"reviewCount":8},{"description":346,"installMethods":347,"name":348,"sourceUrl":349,"tags":350},"Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback generation. Trigger on queries involving paper URLs, uploaded PDFs, arXiv links, or requests like \"review this paper\", \"analyze this research\", \"summarize this study\", or \"write a peer review\".",{},"Academic Paper Review Skill","https://github.com/bytedance/deer-flow/tree/HEAD/skills/public/academic-paper-review",[15,19,351,303,352],"paper-review","llm",{"githubOwner":354,"githubRepo":355,"locale":23,"slug":356,"type":192},"bytedance","deer-flow","academic-paper-review",{"extract":358,"llm":360},{"commitSha":359,"license":223},"1336872b15c25d45ebcb7c1cf72369c2bdd53187",{"promptVersionExtension":170,"promptVersionScoring":171,"score":286,"targetMarket":176,"tier":239},{"repoId":362},"kd789sm7egx1h0t1jag6zzhcq98656wv",{"anyEnrichmentAt":364,"extractAt":365,"githubAt":364,"llmAt":366,"updatedAt":366},1778053101076,1778053100136,1778053169012,{"_creationTime":368,"_id":369,"community":370,"display":371,"identity":379,"providers":380,"relations":383,"workflow":384},1778053622473.661,"k17bjq5477qz3ff878vxz3gc4d8667dn",{"reviewCount":8},{"description":372,"installMethods":373,"name":374,"sourceUrl":375,"tags":376},"Create effective summaries by matching summarization type to purpose, audience, and context. Use when asked to summarize, create TLDR, condense content, or create executive summaries. Keywords: summary, TLDR, condense, executive summary, abstract.",{},"Summarization","https://github.com/jwynia/agent-skills/tree/HEAD/skills/general/writing/revision/summarization",[18,377,17,378],"summarization","text-processing",{"githubOwner":307,"githubRepo":308,"locale":23,"slug":377,"type":192},{"extract":381,"llm":382},{"commitSha":312,"license":223},{"promptVersionExtension":170,"promptVersionScoring":171,"score":286,"targetMarket":176,"tier":239},{"repoId":316},{"anyEnrichmentAt":318,"extractAt":319,"githubAt":318,"llmAt":320,"updatedAt":320},{"_creationTime":386,"_id":387,"community":388,"display":389,"identity":399,"providers":401,"relations":404,"workflow":405},1778053622473.6409,"k176en4wst9tsthf6eb8etyw4s867ms3",{"reviewCount":8},{"description":390,"installMethods":391,"name":392,"sourceUrl":393,"tags":394},"Create worldbuilding quotes and epigraphs through documentary perspectives. Use for chapter epigraphs, in-world documents, or any content where limited perspective creates meaning through what the documenter cannot see.",{},"Oblique Worldbuilding","https://github.com/jwynia/agent-skills/tree/HEAD/skills/creative/fiction/worldbuilding/oblique-worldbuilding",[395,18,396,397,398,17],"worldbuilding","fiction","creative","epigraphs",{"githubOwner":307,"githubRepo":308,"locale":23,"slug":400,"type":192},"oblique-worldbuilding",{"extract":402,"llm":403},{"commitSha":312,"license":223},{"promptVersionExtension":170,"promptVersionScoring":171,"score":286,"targetMarket":176,"tier":239},{"repoId":316},{"anyEnrichmentAt":318,"extractAt":319,"githubAt":318,"llmAt":320,"updatedAt":320}]