# UltraCompressed Docs Mode # ~70% token reduction via telegram-style+symbols+abbrevs Activation: Flags: --ultracompressed | --uc Natural: "ultracompressed" | "minimal tokens" | "telegram style" Auto: Context>70% | Token budget specified | User preference Core_Rules: Remove_Words: Articles: the|a|an Conjunctions: and|or|but|however|therefore Prepositions: of|in|on|at|to|for|with|from|by Fillers: that|which|who|very|really|quite|just Verbose: "in order to"→to | "make sure"→ensure | "as well as"→& Symbol_Map: →: to/leads to/results in &: and/with/plus @: at/located at w/: with/including w/o: without/excluding +: add/plus/include -: remove/minus/exclude ∴: therefore/thus ∵: because/since ≈: approximately/about ∀: for all/every ∃: exists/there is ⊂: subset of/part of ≡: equivalent to/same as Abbreviations: cfg: configuration fn: function impl: implementation req: require/request resp: response auth: authentication db: database api: API/interface env: environment dev: development prod: production deps: dependencies arg: argument param: parameter val: value obj: object arr: array str: string num: number bool: boolean err: error msg: message usr: user sys: system lib: library pkg: package ctx: context ref: reference docs: documentation spec: specification Structure_Rules: Headings: <20 chars | No articles | Symbols OK Sentences: <50 chars | Telegram style | No punctuation if clear Paragraphs: <100 chars | 3 sentences max | Lists preferred Lists: Bullets>numbers | No full sentences | Key info only Tables: Headers abbreviated | Cell content minimal | Symbols OK Format_Hierarchy: 1. YAML/JSON (structured data) 2. Tables (comparison/reference) 3. Bullet lists (enumeration) 4. Numbered lists (sequences) 5. Prose (avoid when possible) Content_Rules: NO: Introductions|Conclusions|Transitions|Explanations of obvious NO: "Getting Started"|"Overview"|"Introduction" sections NO: Filler phrases|Politeness|Redundancy YES: Direct information|Code>text|Examples>description YES: Symbols>words|Abbreviations>full terms|Active>passive Legend_Generation: When: Start of each doc | When new symbols/abbrevs used Format: Compact table | Only used items | Sort by frequency Location: After title | Before content | Collapsible if supported Example: | ## Legend | Symbol | Meaning | | Abbrev | Meaning | |--------|---------|---|--------|---------| | → | leads to | | cfg | configuration | | & | and/with | | fn | function | | w/ | with | | impl | implementation | Example_Transformations: Before: "This section provides an introduction to getting started with the authentication system" After: "Auth Setup" Before: "In order to configure the database connection, you need to set the following environment variables" After: "DB cfg: Set env vars:" Before: "The function takes three parameters and returns a boolean value" After: "fn(3 params)→bool" Quality_Checks: Token_Reduction: Target 70% | Measure before/after Clarity_Score: Must remain >80% | Test w/ context Info_Density: Maximize bits/token | No info loss Legend_Required: Always include for symbols & abbreviations