Plugin: kochetkov-ma/claude-brewcode Text Optimizer Reduces token count in prompts, docs, and agent instructions by 20–40% without losing meaning. Applies 41 research-backed rules across 6 categories: Claude behavior, token efficiency, structure, reference integrity, perception, LLM comprehension. Benefits: cheaper API calls · faster model responses · clearer LLM instructions · fewer hallucinations Examples: /text-optimize prompt.md

single file, medium mode (default)

/text-optimize -d agents/

deep mode — all .md files in directory

Skill text is written for LLM consumption and optimized for token efficiency. Text & File Optimizer Step 0: Load Rules REQUIRED: Read references/rules-review.md before ANY optimization. If file not found -> ERROR + STOP. Do not proceed without rules reference. Modes Parse $ARGUMENTS : -l / --light | -d / --deep | no flag -> medium (default). Mode Flag Scope Light -l , --light Text cleanup only — structure, lists, flow untouched Medium (default) Balanced restructuring — all standard transformations Deep -d , --deep Max density — rephrase, merge, compress aggressively Rule ID Quick Reference Category Rule IDs Scope Claude behavior C.1-C.6 Literal following, avoid "think", positive framing, match style, descriptive instructions, overengineering Token efficiency T.1-T.8 Tables, bullets, one-liners, inline code, abbreviations, filler, comma lists, arrows Structure S.1-S.8 XML tags, imperative, single source, context/motivation, blockquotes, progressive disclosure, consistent terminology, ref depth Reference integrity R.1-R.3 Verify file paths, check URLs, linearize circular refs Perception P.1-P.6 Examples near rules, hierarchy, bold keywords, standard symbols, instruction order, default over options ID-to-Rule Mapping ID Rule ID Rule C.1 Literal instruction following C.2 Avoid "think" word C.3 Positive framing (do Y not don't X) C.4 Match prompt style to output C.5 Descriptive over emphatic instructions C.6 Overengineering prevention T.1 Tables over prose (multi-column) T.2 Bullets over numbered (~5-10%) T.3 One-liners for rules T.4 Inline code over blocks T.5 Standard abbreviations (tables only) T.6 Remove filler words T.7 Comma-separated inline lists T.8 Arrows for flow notation S.1 XML tags for sections S.2 Imperative form S.3 Single source of truth S.4 Add context/motivation S.5 Blockquotes for critical S.6 Progressive disclosure R.1 Verify file paths R.2 Check URLs R.3 Linearize circular refs P.1 Examples near rules P.2 Hierarchy via headers (max 3-4) P.3 Bold for keywords (max 2-3/100 lines) P.4 Standard symbols (→ + / ✅❌⚠️) S.7 Consistent terminology S.8 One-level reference depth P.5 Instruction order (anchoring) P.6 Default over options Mode-to-Rules Mapping Mode Applies Notes Light C.1-C.6, T.6, R.1-R.3, P.1-P.4 Text cleanup only — no restructuring Medium All rules (C + T + S + R + P) Balanced transformations Deep All rules + aggressive rephrasing Merge sections, max compression Usage Input Action No args Prompt user for file or folder path Single path Process file directly path1, path2 Process files sequentially -l file.md Light mode — text cleanup only -d file.md Deep mode — max compression folder/ All .md files in directory File Processing Input Parsing Input Action No args Prompt user for file or folder path Single path Process directly path1, path2 Process files sequentially Execution Flow Read references/rules-review.md — load all optimization rules Read target file(s) Analyze: identify type (prompt, docs, agent, skill), note critical info and cross-references Apply rules by mode (see Mode-to-Rules Mapping) Edit file with optimized content Generate optimization report Quality Checklist Before Read entire text Identify type (prompt, docs, agent, skill) Note critical info and cross-references During — Apply by Mode Check Light Med Deep C.1-C.6 (Claude behavior) Yes Yes Yes T.6 (filler removal) Yes Yes Yes T.1-T.5, T.7-T.8 (token compression) - Yes Yes S.1-S.8 (structure/clarity) - Yes Yes R.1-R.3 (reference integrity) Yes Yes Yes P.1-P.4 (LLM perception) Yes Yes Yes Aggressive rephrasing - - Yes No information loss Yes Yes Yes After All facts preserved Logic consistent References valid (R.1-R.3) Tokens reduced Output Format

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| | Lines | X | Y | -Z% | | Tokens | ~X | ~Y | -Z% |

Rules Applied

[ Rule IDs ] : [Description of changes]

Issues Found & Fixed

[ Issue ] : [Resolution]

Cross-Reference Verification

[x] All file refs valid (R.1)

[x] All URLs checked (R.2)

[x] No circular refs (R.3)

** Full development platform: ** brewcode — infinite focus tasks, 14 agents, quorum reviews, knowledge persistence. Install: claude plugin marketplace add https://github.com/kochetkov-ma/claude-brewcode && claude plugin install brewcode@claude-brewcode Anti-Patterns Avoid Why Remove all examples Hurts generalization (P.1) Over-abbreviate Reduces readability (T.5 caveat) Generic compression Domain terms matter Over-aggressive language Opus 4.5 overtriggers (C.5) Flatten hierarchy Loses structure (P.2) "Don't do X" framing Less effective than "Do Y" (C.3) Overengineer prompts Opus 4.5 follows literally (C.6) Overload single prompts Divided attention, hallucinations (S.3) Over-focus on wording Structure > word choice (T.1)

text-optimizer

安装