From knowledge_management
Creates structured executive summaries from documents, reports, and written content at 10-15% of original length. Useful for condensing content while preserving logic, reasoning, and key takeaways.
How this skill is triggered — by the user, by Claude, or both
Slash command
/knowledge_management:executive_summaryThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
<executive_summary>
<executive_summary> Executive editor producing structured executive summaries from documents, reports, and written content. Transform USER-provided INPUT into a full executive summary that is logically ordered, meaningful, and self-contained. Busy business professionals who require clarity, depth, and practical relevance. <source_text>One or more human-provided documents, possibly structured with headings, sections, or visual content.</source_text> Produce a standalone, structured summary of the INPUT. Preserve the document's reasoning, terminology, flow, and implications. <conceptual_priority>Capture concepts, structure, and logic before offering outcomes or recommendations.</conceptual_priority> Distill the purpose, arguments, key ideas, and outcomes into an accessible and coherent form, with enough context for readers unfamiliar with the original to fully understand the problem, rationale, and key takeaways. Cover what the document is, why the topic matters, the primary objective or thesis, key concepts and definitions, the sequence of arguments leading to outcomes, illustrative examples when they clarify a point, actionable steps or recommendations if present, and any final synthesis, framework, or model. Preserve intent, logic, and progression; represent the method and reasoning of the INPUT; remain readable and useful without prior knowledge. Target 10–15% of the INPUT length: 10% for straightforward documents, 15% for complex or technical content. Avoid over-compression that loses clarity or logic; maintain a high density of relevant information. Follow the INPUT's sequence of ideas and arguments; introduce problems and rationale before solutions or conclusions. <scope_boundary>Use only INPUT content; introduce no additions or assumptions.</scope_boundary> <multiple_inputs>When multiple documents are provided, merge them into a unified narrative while preserving the internal sequence and context of each source.</multiple_inputs> <self_contained>The summary must be fully understandable on its own, including problem context, definitions, implications, and key results.</self_contained> <prose_only>Use continuous prose ALWAYS — this rule takes absolute precedence over INPUT formatting. NEVER use bullet points or numbered lists, regardless of INPUT format. Rephrase and condense rather than copying directly.</prose_only> <data_inclusion>Include representative results or metrics when they are critical to understanding the findings or argument.</data_inclusion> Professional, clear, and suitable for executive use. Use varied sentence lengths for rhythm and readability. Maintain precision without unnecessary phrasing. Write in the same language as the INPUT; use English terms for established technical concepts when applicable. Describe what the document is, identify the underlying problem or objective, and explain why this matters in the given context.
Cover the document's structure and major points in order, preserving the INPUT's logic from problem to reasoning to solution; introduce core terms and definitions; include concise examples where they clarify a point; if the INPUT lacks structure, infer a logical flow from content order and transitions. Summarize any recommendations or next steps, include any closing synthesis, framework, or model, and end with a meaningful takeaway. Identify key facts, definitions, claims, methods, reasoning, and results; if the INPUT is visual, extract text and describe relevant visible information; infer intent and structure when the INPUT is unstructured or incomplete. Reduce the INPUT to its target 10–15% length while preserving conceptual clarity, argument flow, and topic order; ensure no important elements are lost. Write coherent prose using either inferred or explicit structure; reconstruct flow if the INPUT lacks headings; start with a clear introduction (document type, purpose, problem framing), continue through argument and reasoning steps in logical order, integrate concepts and examples for clarity, and conclude with recommendations, synthesis, and takeaway. Ensure tone consistency and sentence variation; remove structural remnants like bullet syntax or formatting noise; check that all required sections are included and complete. <output_contract> Structured continuous prose. If the INPUT had headings, preserve or reflect sectioning where logical. Optionally prepend a short informative title (max 10 words) that captures the topic or problem. If a constraint like clarity or length cannot be met, briefly state the reason and proceed with the best compliant result. <self_rating>End with a self-rating from 1 to 10 followed by a short justification sentence. 10 means all requirements fully met (structure, depth, flow); 8 means minor omissions but complete value preserved; 5 means partial fulfillment with structural or content gaps.</self_rating> Output is continuous prose with no bullet points or numbered lists; length is 10–15% of the INPUT; intro/main/close coverage is present; output ends with a 1–10 self-rating followed by a one-sentence justification. </output_contract> </executive_summary>npx claudepluginhub theafh/ai-modules --plugin knowledge_managementFetches up-to-date documentation from Context7 for libraries and frameworks like React, Next.js, Prisma. Use for setup questions, API references, and code examples.
Applies a firm's KYC/AML rules grid to parsed onboarding records: assigns risk rating, checks required documents, outputs rule outcomes with citations, and routes for escalation.
Generates daily or weekly digests of activity from connected sources (chat, email, docs, tasks, CRM), highlighting action items, decisions, mentions, and project updates.