{"id":"9ce2c028-d67f-4b5c-bd4b-a4b83ecc74e9","shortId":"ZQWYwz","kind":"skill","title":"textstat Python Readability Statistics Calculator","tagline":"textstat is a Python package that calculates readability statistics for text content, including Flesch Reading Ease, Gunning Fog Index, SMOG Index, Coleman-Liau Index, and Dale-Chall score. It provides quantitative readability metrics that content writers and SEO professionals us","description":"# textstat Python Readability Statistics Calculator\n\ntextstat is a Python package that calculates readability statistics for text content, including Flesch Reading Ease, Gunning Fog Index, SMOG Index, Coleman-Liau Index, and Dale-Chall score. It provides quantitative readability metrics that content writers and SEO professionals use to optimize content for target audiences.\n\n## Installation\n\nUse the upstream install or setup path that matches your environment:\n- pip install textstat\n- git clone https://github.com/textstat/textstat.git\n- pip install .\n- $ git clone https://github.com/<yourname>/textstat.git # Clone the repo from your fork\n\nRequirements and caveats from upstream:\n- python\n- You can install textstat either via the Python Package Index (PyPI) or from source.\n- Download the latest version of textstat from http://pypi.python.org/pypi/textstat/\n\nBasic usage or getting-started notes:\n- >> import textstat\n- >> test_data = (\n- \"Playing games has always been thought to be important to \"\n\n- Source: https://github.com/textstat/textstat\n- Extracted from upstream docs: https://raw.githubusercontent.com/textstat/textstat/HEAD/README.md\n\n## Source\n\n- [Agent Skill Exchange](https://agentskillexchange.com/skills/textstat-python-readability-statistics-calculator/)","tags":["textstat","python","readability","statistics","calculator","skills","agentskillexchange","agent-skills","ai-agents","ai-tools","awesome-list","claude-code"],"capabilities":["skill","source-agentskillexchange","skill-textstat-python-readability-statistics-calculator","topic-agent-skills","topic-ai-agents","topic-ai-tools","topic-awesome-list","topic-claude-code","topic-codex","topic-cursor","topic-llm","topic-mcp","topic-npx-skills","topic-openclaw","topic-skills-catalog"],"categories":["skills"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/agentskillexchange/skills/textstat-python-readability-statistics-calculator","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add agentskillexchange/skills","source_repo":"https://github.com/agentskillexchange/skills","install_from":"skills.sh"}},"qualityScore":"0.454","qualityRationale":"deterministic score 0.45 from registry signals: · indexed on github topic:agent-skills · 8 github stars · SKILL.md body (1,281 chars)","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:skill-github:v1","enrichmentVersion":1,"enrichedAt":"2026-05-18T19:12:50.668Z","embedding":null,"createdAt":"2026-05-18T13:19:56.524Z","updatedAt":"2026-05-18T19:12:50.668Z","lastSeenAt":"2026-05-18T19:12:50.668Z","tsv":"'/pypi/textstat/':162 '/skills/textstat-python-readability-statistics-calculator/)':201 '/textstat.git':126 '/textstat/textstat':187 '/textstat/textstat.git':120 '/textstat/textstat/head/readme.md':194 'agent':196 'agentskillexchange.com':200 'agentskillexchange.com/skills/textstat-python-readability-statistics-calculator/)':199 'alway':177 'audienc':100 'basic':163 'calcul':5,12,52,59 'caveat':135 'chall':34,81 'clone':117,124,127 'coleman':28,75 'coleman-liau':27,74 'content':17,42,64,89,97 'dale':33,80 'dale-chal':32,79 'data':173 'doc':191 'download':153 'eas':21,68 'either':143 'environ':112 'exchang':198 'extract':188 'flesch':19,66 'fog':23,70 'fork':132 'game':175 'get':167 'getting-start':166 'git':116,123 'github.com':119,125,186 'github.com/textstat/textstat':185 'github.com/textstat/textstat.git':118 'gun':22,69 'import':170,182 'includ':18,65 'index':24,26,30,71,73,77,148 'instal':101,105,114,122,141 'latest':155 'liau':29,76 'match':110 'metric':40,87 'note':169 'optim':96 'packag':10,57,147 'path':108 'pip':113,121 'play':174 'profession':46,93 'provid':37,84 'pypi':149 'pypi.python.org':161 'pypi.python.org/pypi/textstat/':160 'python':2,9,49,56,138,146 'quantit':38,85 'raw.githubusercontent.com':193 'raw.githubusercontent.com/textstat/textstat/head/readme.md':192 'read':20,67 'readabl':3,13,39,50,60,86 'repo':129 'requir':133 'score':35,82 'seo':45,92 'setup':107 'skill':197 'skill-textstat-python-readability-statistics-calculator' 'smog':25,72 'sourc':152,184,195 'source-agentskillexchange' 'start':168 'statist':4,14,51,61 'target':99 'test':172 'text':16,63 'textstat':1,6,48,53,115,142,158,171 'thought':179 'topic-agent-skills' 'topic-ai-agents' 'topic-ai-tools' 'topic-awesome-list' 'topic-claude-code' 'topic-codex' 'topic-cursor' 'topic-llm' 'topic-mcp' 'topic-npx-skills' 'topic-openclaw' 'topic-skills-catalog' 'upstream':104,137,190 'us':47 'usag':164 'use':94,102 'version':156 'via':144 'writer':43,90","prices":[{"id":"5d83058d-419a-4652-9b5c-f66fea784a59","listingId":"9ce2c028-d67f-4b5c-bd4b-a4b83ecc74e9","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"skill-free","isPrimary":true,"details":{"org":"agentskillexchange","category":"skills","install_from":"skills.sh"},"createdAt":"2026-05-18T13:19:56.524Z"}],"sources":[{"listingId":"9ce2c028-d67f-4b5c-bd4b-a4b83ecc74e9","source":"github","sourceId":"agentskillexchange/skills/textstat-python-readability-statistics-calculator","sourceUrl":"https://github.com/agentskillexchange/skills/tree/main/skills/textstat-python-readability-statistics-calculator","isPrimary":false,"firstSeenAt":"2026-05-18T13:19:56.524Z","lastSeenAt":"2026-05-18T19:12:50.668Z"}],"details":{"listingId":"9ce2c028-d67f-4b5c-bd4b-a4b83ecc74e9","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"org":"agentskillexchange","slug":"textstat-python-readability-statistics-calculator","github":{"repo":"agentskillexchange/skills","stars":8,"topics":["agent-skills","ai-agents","ai-tools","awesome-list","claude-code","codex","cursor","llm","mcp","npx-skills","openclaw","skills-catalog"],"license":"mit","html_url":"https://github.com/agentskillexchange/skills","pushed_at":"2026-05-18T19:02:17Z","description":"The open catalog of AI agent skills — 2,000+ security-scanned skills for Claude Code, Cursor, Codex, and more.","skill_md_sha":"1cd814128884f279613e15d5ec0ed5989cc33d28","skill_md_path":"skills/textstat-python-readability-statistics-calculator/SKILL.md","default_branch":"main","skill_tree_url":"https://github.com/agentskillexchange/skills/tree/main/skills/textstat-python-readability-statistics-calculator"},"layout":"multi","source":"github","category":"skills","frontmatter":{"name":"textstat Python Readability Statistics Calculator","description":"textstat is a Python package that calculates readability statistics for text content, including Flesch Reading Ease, Gunning Fog Index, SMOG Index, Coleman-Liau Index, and Dale-Chall score. It provides quantitative readability metrics that content writers and SEO professionals use to optimize content for target audiences."},"skills_sh_url":"https://skills.sh/agentskillexchange/skills/textstat-python-readability-statistics-calculator"},"updatedAt":"2026-05-18T19:12:50.668Z"}}