{"product_id":"direct-proposal-writing-ai-agent-skill-for-clarity","title":"Direct Proposal Writing: AI Agent Skill for Clarity","description":"\u003ch3\u003eDirect Proposal Writing: AI Agent Skill for Clarity\u003c\/h3\u003e\n\n\u003cp\u003eThe Direct Proposal Writing skill enhances clarity and directness in proposals and decision-making documents by reducing defensive language. This skill is designed for use with AI agents such as Claude Code, Cursor, and Codex, to rewrite or audit text for direct communication in planning and decision-related scenarios.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eReduces defensive disclaimers and self-protective language in proposals and decision-facing documents.\u003c\/li\u003e\n    \u003cli\u003ePreserves pertinent limitations that impact the reader's decision-making process.\u003c\/li\u003e\n    \u003cli\u003eOffers two distinct modes:\n        \u003cul\u003e\n            \u003cli\u003e\n\u003cstrong\u003eRewrite:\u003c\/strong\u003e Provides a tighter version of the original text by eliminating unnecessary defensive wording.\u003c\/li\u003e\n            \u003cli\u003e\n\u003cstrong\u003eAudit:\u003c\/strong\u003e Identifies defensive writing and suggests minimal fixes without rewriting the complete text.\u003c\/li\u003e\n        \u003c\/ul\u003e\n    \u003c\/li\u003e\n    \u003cli\u003eConstructs a private Claim Ledger from the provided material, capturing facts, sources, evidence strength, and requested actions, while refraining from printing the ledger unless specially requested.\u003c\/li\u003e\n    \u003cli\u003eEvaluates defensive sentences based on their utility in the decision-making process.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eDevelopers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n    \u003cli\u003eProfessionals involved in creating proposals, plans, research contributions, and executive summaries.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eRewriting a business proposal to enhance directness and clarity, ensuring key points remain prominent without superfluous language.\u003c\/li\u003e\n    \u003cli\u003eAuditing a strategic plan to identify and minimize defensive narration, focusing on the main objectives and deliverables.\u003c\/li\u003e\n    \u003cli\u003eEnabling teams to refine research summaries for effective communication of findings and recommendations.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eCompatible with AI coding agents including Claude Code, Cursor, and Codex.\u003c\/li\u003e\n    \u003cli\u003eUtilizes agent-skills, aiapplication, and stss tools to implement its functionalities effectively.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003elennney\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/lennney\/stop-that-shit\" rel=\"nofollow noopener\" target=\"_blank\"\u003elennney\/stop-that-shit\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52944087056695,"sku":"MCP-LENNNEY-STOP-THAT-SHIT-STSS","price":23.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/RP38wyfleEtBR85N0yOh0_ea8073c7c78a45c6baa15e699e10012f.jpg?v=1788433588","url":"https:\/\/mcpcart.com\/products\/direct-proposal-writing-ai-agent-skill-for-clarity","provider":"SPF PRO","version":"1.0","type":"link"}