{"ok":true,"host":"energybilltoolkit.co.uk","status":"failed","manifest":{"positioning":"This host provides four overlapping text-metrics endpoints aimed at agents that need quantitative assessments of English prose before publishing, grading, or routing content. The skills share a common input shape (a text string) and differ mainly in output scope: one returns only structural counts, one returns only readability scores, one returns only word frequency, and one returns a combined aggregate of all three. The host appears to be a utility layer attached to an energy-bill-focused domain, repurposed or extended for general text analysis tasks.","host_overview":"energybilltoolkit.co.uk hosts a set of text analysis skills covering structural counting (characters, words, sentences, paragraphs), readability scoring (Flesch formulas), and word frequency ranking. All skills operate on submitted English text strings and return deterministic, quantitative metrics. No qualitative NLP capabilities such as sentiment, semantics, or grammar correction are provided.","routing_guidance":"Use this host when an agent needs deterministic, quantitative metrics about English text — structural counts, Flesch readability scores, or word frequency rankings — prior to publishing, grading, or routing content. Prefer analyze-text-metrics for a single-call summary; use the three specialized skills (count-text-metrics, analyze-text-readability, analyze-word-frequency) when you need finer control or outputs not exposed by the combined endpoint. Do not use this host for sentiment analysis, named-entity recognition, grammar correction, semantic similarity, phrase or n-gram frequency, or any non-English text; those tasks require dedicated NLP services. This host has no financial, domain-specific (energy billing), or real-time streaming capabilities despite the domain name.","capability_clusters":[{"skill_names":["count-text-metrics"],"cluster_name":"Structural Text Counting","cluster_summary":"Returns raw structural counts of a text block including characters, words, unique words, sentences, paragraphs, lines, bullet items, and headings, along with derived averages and formatting warnings."},{"skill_names":["analyze-text-readability"],"cluster_name":"Readability Scoring","cluster_summary":"Computes Flesch Reading Ease and Flesch-Kincaid Grade Level for English text, along with average sentence length and syllable statistics, to assess reading difficulty against a target threshold."},{"skill_names":["analyze-word-frequency"],"cluster_name":"Word Frequency Analysis","cluster_summary":"Tokenizes text and ranks word occurrences by frequency, with optional stopword filtering and normalized frequency shares, to surface the most prominent terms in a body of content."},{"skill_names":["analyze-text-metrics"],"cluster_name":"Combined Text Metrics","cluster_summary":"Returns structural counts, top-token frequency distribution, and Flesch readability scores in a single call, serving as a one-shot alternative to calling the three specialized skills individually."}],"cross_skill_workflows":[{"steps":[{"skill_name":"count-text-metrics","description":"Obtain precise structural counts (word count, sentence count, paragraph count, bullet items, headings) and surface any formatting warnings before deeper analysis."},{"skill_name":"analyze-text-readability","description":"Score reading difficulty via Flesch formulas to verify the content meets a target grade level or ease threshold."},{"skill_name":"analyze-word-frequency","description":"Rank word tokens with stopword filtering to identify the top content terms and confirm lexical focus aligns with intent."}],"when_to_use":"Use when an agent needs to audit a piece of content in detail: first establish structural shape, then assess reading difficulty, then identify dominant vocabulary — going beyond what the combined endpoint exposes.","workflow_name":"Targeted Content Audit"}]},"model":"claude-sonnet-4-6","version_no":4,"generated_at":"2026-05-28T04:16:49.766Z","provenance":"ai_authored_unreviewed","ai_authored":true,"merchant_reviewed":false,"merchant_edited":false,"merchant_reviewed_at":null,"merchant_edited_at":null,"skill_md_url":"https://x402gle.com/servers/energybilltoolkit.co.uk/SKILL.md","skills_url":"https://x402gle.com/servers/energybilltoolkit.co.uk/skills.json"}