Hands-on prompt engineering and LLM evaluation. Built around a diagnose-then-ship loop: forensic transcript critique ▎ that names the exact failure mode, paired with a fixer that produces complete, deployment-ready rewrites — not ▎ vague advice.
What This Agent Solves Landlords and service providers often hide expensive rules like 45 day physical certified mail cancellation requirements, mandatory annual fee hikes, or 80% early termination penalties deep inside complex legalese. The Plain English Document Explainer scans raw text and breaks down dense legal terms into plain language so you never get caught off guard by hidden fees.
Compresses AI filler text — preambles, transitions, repetitions — at 3 intensity levels (Lite / Full / Ultra) while enforcing a protected scope (URLs, numbers, code, reasoning) that is never deleted, so "be concise" stops silently destroying what matters.
Generative-engine-optimization grounded in current GEO research: answer-first rewrites, entity & schema, citable phrasing, Reddit/community strategy and a 30-day AI-visibility plan.
Generate, audit, co-author, and maintain software documentation under a style your agent cannot drift from. Version 3.0.0 adds controlled language (STE-derived), a distilled house style enforced by mechanical gates (vale, markdownlint, cspell), canonical vocabulary that steers agents, OKF v0.2 knowledge bundles with a working attester, and the 2026 spec-driven development landscape with 11 tool-neutral templates. Works across software, hardware, firmware, and embedded projects in any runtime.
更少 Token，更精準的 AI 指令。以語意最佳化移除冗餘、合併重複要求，保留真正意圖、必要限制、輸出格式與重要上下文；提供 Token 估算，並可依要求比較優化前後差異。支援 MAX_COMPRESSION、BALANCED、MAX_PRECISION。
Turn old URLs and GSC export rows into human-reviewed refresh briefs, diff checklists, title/meta variants, FAQ additions, internal link suggestions, and rewrite priority notes. 把老 URL 和 GSC export 整理成可人工复核的内容更新 brief、diff checklist、title/meta 草稿、FAQ 补充、内链候选和 rewrite priority notes。