{"slug":"appautomaton-latex-rhythm-refiner","name":"latex-rhythm-refiner","description":"Post-process LaTeX project prose to improve readability through varied sentence and paragraph lengths. Removes filler phrases and unnecessary transitions while preserving all citations and semantic meaning. Use after drafting is complete, when sections read as monotonous or blocky.","long_description":"---\nname: latex-rhythm-refiner\ndescription: >\n  Post-process LaTeX project prose to improve readability through varied\n  sentence and paragraph lengths. Removes filler phrases and unnecessary\n  transitions while preserving all citations and semantic meaning. Use\n  after drafting is complete, when sections read as monotonous or blocky.\n---\n\n# LaTeX Rhythm Refiner\n\n## When to Use\n- After LaTeX content generation is complete\n- To improve prose flow and readability in academic documents\n- When sections feel monotonous or blocky\n\n## When NOT to Use\n- During initial content drafting\n- For citation verification or addition\n- For technical/structural LaTeX fixes\n\n## Core Principles\n\n### 1. Preserve Citations Exactly\n- Every `\\cite{...}` must remain in place\n- Citations stay attached to their original semantic context\n- Never move a citation to a different claim or sentence meaning\n\n### 2. Vary Rhythm Stochastically\n**Sentence length**: Mix short (5-12 words), medium (13-22 words), and long (23-35 words) sentences. Avoid consecutive sentences of similar length.\n\n**Paragraph length**: Alternate between:\n- Short (2-3 sentences) for emphasis or transitions\n- Medium (4-5 sentences) for standard exposition\n- Long (6-8 sentences) for complex arguments\n\n### 3. Remove Fillers\nEliminate or replace:\n- \"in order to\" → \"to\"\n- \"it is worth noting that\" → (delete or rephrase directly)\n- \"due to the fact that\" → \"because\"\n- \"in the context of\" → \"in\" or \"for\"\n- \"a large number of\" → \"many\"\n- \"in spite of the fact that\" → \"although\"\n- \"at the present time\" → \"now\" or \"currently\"\n- \"for the purpose of\" → \"to\" or \"for\"\n\n### 4. Minimize Transitions\nRemove when structure already implies the relationship:\n- \"However,\" / \"Therefore,\" / \"Moreover,\" / \"Furthermore,\"\n- \"As mentioned above,\" / \"As previously discussed,\"\n- \"It should be noted that\" / \"In this regard,\"\n\n### 5. Tighten Prose\n- Prefer active voice; replace vague verbs (\"shows\", \"does\", \"works\") with concrete ones\n- Replace mid-sentence em-dashes with commas, colons, or a new sentence\n- Use semicolons sparingly (at most one per paragraph as a rule of thumb)\n- Avoid repeated sentence openings across adjacent sentences (\"This\", \"In practice\", etc.)\n- Replace hedge stacks (\"may potentially\") with one qualifier\n- Each paragraph: one main idea, clear first sentence\n- Ensure figures/tables are referenced and explained in text\n\n## Processing Workflow\n\n### Per-Section Refinement\nProcess one section at a time:\n\n1. **Read** the section fully to understand context and argument flow\n2. **Identify** all `\\cite{...}` locations and their attached claims\n3. **Map** current sentence/paragraph lengths\n4. **Refine**:\n   - Vary sentence lengths (break long chains, combine choppy sequences)\n   - Adjust paragraph boundaries for rhythm\n   - Strip fillers and unnecessary transitions\n5. **Verify** all citations remain with their original semantic claims\n6. **Output** the refined section\n\n### Verification Checklist\nBefore finalizing each section:\n- [ ] Citation count unchanged\n- [ ] Each citation still supports its original claim\n- [ ] No 3+ consecutive sentences of similar length\n- [ ] Paragraph lengths vary\n- [ ] Filler phrases removed\n- [ ] Unnecessary transitions eliminated\n- [ ] Technical accuracy preserved\n\n## Constraints\n- **Do not** add, remove, or relocate citations\n- **Do not** change technical claims or data\n- **Do not** alter LaTeX commands, environments, or structure\n- **Do not** modify figure/table references or captions\n- **Do not** expand abbreviations or change terminology\n","tagline":"Post-process LaTeX project prose to improve readability through varied sentence and paragraph lengths. Removes filler phrases and unnecessary transitions while preserving all citations and semantic meaning. Use after drafting is complete, when sections read as monotonous or block","category":"coding-agents","tags":["agent-skill"],"author":"appautomaton","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github fast track","sourceDetail":"appautomaton/latex-arxiv-SKILL","creatorName":"appautomaton","creatorUrl":"https://github.com/appautomaton","sourceUrl":"https://github.com/appautomaton/latex-arxiv-SKILL/tree/main/.codex/skills/latex-rhythm-refiner","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/appautomaton-latex-rhythm-refiner#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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issue activity unavailable in current metadata"]},"coverageTags":["Coding","Coding agents","coding-agents","agent-skill"]},"audit":{"audit_score":84,"risk_level":"safe_to_try","risk_label":"Safe to try","quality_score":73,"trust_score":81,"maintenance_score":100,"security_score":88,"install_score":92,"warnings":["Quality score needs review","Stars/forks activity: 423 stars, 37 forks; issue activity unavailable in current metadata"]},"quality_signals":{"model":"v2","star_score":18.39,"usage_score":0,"review_score":5.1,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"document-processing","title":"Document processing","url":"https://www.openagentskill.com/use-cases/document-processing"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"}],"stacks":[{"slug":"rag-knowledge-base","title":"RAG knowledge base","url":"https://www.openagentskill.com/collections/rag-knowledge-base"},{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"},{"slug":"video-creation-studio","title":"Video creation","url":"https://www.openagentskill.com/collections/video-creation-studio"}],"install":"npx skills add appautomaton/latex-arxiv-SKILL --skill latex-rhythm-refiner","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add appautomaton-latex-rhythm-refiner","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"latex-rhythm-refiner\" agent skill from https://github.com/appautomaton/latex-arxiv-SKILL/tree/main/.codex/skills/latex-rhythm-refiner. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Post-process LaTeX project prose to improve readability through varied sentence and paragraph lengths. Removes filler phrases and unnecessary transitions while preserving all citations and semantic meaning. Use after drafting is complete, when sections read as monotonous or blocky. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"appautomaton-latex-rhythm-refiner\",\"task\":\"Install latex-rhythm-refiner\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"latex-rhythm-refiner\" as a Claude Code skill from https://github.com/appautomaton/latex-arxiv-SKILL/tree/main/.codex/skills/latex-rhythm-refiner. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Post-process LaTeX project prose to improve readability through varied sentence and paragraph lengths. Removes filler phrases and unnecessary transitions while preserving all citations and semantic meaning. Use after drafting is complete, when sections read as monotonous or blocky. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"appautomaton-latex-rhythm-refiner\",\"task\":\"Install latex-rhythm-refiner\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"latex-rhythm-refiner\" from https://github.com/appautomaton/latex-arxiv-SKILL/tree/main/.codex/skills/latex-rhythm-refiner into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Post-process LaTeX project prose to improve readability through varied sentence and paragraph lengths. Removes filler phrases and unnecessary transitions while preserving all citations and semantic meaning. Use after drafting is complete, when sections read as monotonous or blocky. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"appautomaton-latex-rhythm-refiner\",\"task\":\"Install latex-rhythm-refiner\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/appautomaton/latex-arxiv-SKILL/tree/main/.codex/skills/latex-rhythm-refiner","github_repo":"appautomaton/latex-arxiv-SKILL","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/appautomaton-latex-rhythm-refiner","repository":"https://github.com/appautomaton/latex-arxiv-SKILL/tree/main/.codex/skills/latex-rhythm-refiner","api":"/api/agent/skills/appautomaton-latex-rhythm-refiner","install_api":"/api/skills/appautomaton-latex-rhythm-refiner/install"},"meta":{"created_at":"2026-09-03T10:04:45.260009+00:00","updated_at":"2026-09-05T02:30:15.902609+00:00","agent_friendly":true}}