vp-tldr
Write or rewrite the concise summary that opens an artifact, message, or update so a reader without prior context can quickly understand the outcome,…
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Updated 10-27 00:15
14,240 results
Write or rewrite the concise summary that opens an artifact, message, or update so a reader without prior context can quickly understand the outcome,…
Academic writing expert specializing in scholarly papers, literature reviews, research methodology, and thesis writing with strict academic standards.
Generate a compact pool of discussion-worthy research directions from the signal table, writing `output/trace/IDEA_DIRECTION_POOL.md`.
Synthesize the shortlist into a discussion-ready research idea brainstorm memo, writing `output/REPORT.md`, `output/APPENDIX.md`, and `output/REPORT.json`.
Map paper notes + taxonomy into a signal table of tensions, missing pieces, and promising academic axes for brainstorm discussion. Writes…
Build chapter-level briefs (`outline/section_briefs.jsonl`) from chapter skeleton plus section bindings before stable H3 decomposition.
Compile the Chinese thesis, grade warnings, check the template mode, review data and citations, and write the issues back as a review checklist that can continue to be iterated on.
Maintain the Chinese thesis's `codex_md/question_list.md`: Structure this round's issues, boundaries, priorities, collaboration plan, and acceptance criteria as the control plane for the entire thesis pipeline.
Initialize the Chinese thesis workspace: check the placement of the school template and existing materials, clearly indicate what is currently missing, establish `codex_md/` / `claude_md/` / `tmp_layout*/` and other intermediate-layer directories, and generate a materials inventory and initial working files.
Deep research skill: systematically research any proposition and deliver a professional research report. Covers all research scenarios including technology selection, industry analysis, academic research, competitive analysis, and concept exploration. Core methodology: rapid scan → hypothesis-driven research, combining internal and external data (first understand the internal status quo, then benchmark against external levels), mandatory search for contrary evidence, three-tier classification of data sources, confidence grading of conclusions, and multi-level report output. Employs…
Curated bundle for the full essay lifecycle from writing through multi-platform distribution. Includes publishing pipeline, creative writing craft, content…
Evaluate source quality, build annotated bibliographies, and maintain curated reference collections. Covers the CRAAP test, source classification, citation…
Write clear technical analysis, system architecture documents, decision records, and research synthesis. Covers argument structure, evidence-based reasoning,…
Systematic workflow for extracting complete, unambiguous specifications from incomplete or ambiguous inputs. Orchestrates question-driven elicitation,…
Plan and write appendix or supplementary material for ML papers. Use when the appendix needs to be structured, main-paper claim boundaries need to be enforced,…
Run multi-round review-implement-recompile improvement cycles on a paper draft. Use when a draft needs iterative writing quality passes with reviewer…
Turn inbound advisor, collaborator, or reviewer feedback into structured project updates. Use when meeting notes, emails, or review comments need to become…
Generate model cards, reproducibility statements, and datasheet documentation for ML models and datasets. Use when releasing a model, completing venue-required…
Transcribe audio to timestamped lyrics using OpenAI Whisper or ElevenLabs Scribe API. Outputs LRC, SRT, or JSON with word-level timestamps. Use when users want…
Clear, precise technical prose that preserves facts, requirements, and terms. Use for explanations, procedures, specifications, documentation, incident…
Convierte un PRD en Historias de Usuario que un desarrollador - humano o agente - pueda construir sin adivinar - una HU por funcionalidad del alcance, formato…
Build a SOUL from an X handle - read a wide sample of a public X account, then draft SOUL.md (identity, worldview, opinions), STYLE.md (voice), and examples so…
Write SEO-optimized affiliate blog articles, product reviews, comparison posts, listicles, and how-to guides. Triggers on: "write a blog post about", "review…
Write, rewrite, or line-edit prose so it reads as a professional wrote it, not a model: clear, specific, register-appropriate, and free of AI writing tells.…