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Research
Research, evidence gathering, literature, reports, investigation, and synthesis
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- better-clear-languageWrite in clear, simple (ASD-STE100 style) english.Votes: 0
- better-walkthroughUse D2 diagrams to walk through code logic step-by-step.Votes: 0
- source-to-notesTurns an article, video, podcast, nonfiction book, or web page into notes with the main argument, key points, evidence, located quotes, and the reader's take. These are notes to keep, not a summary to send, and they always carry the source link. Use when someone shares a link, a transcript, or e-reader highlights from a nonfiction book and asks for notes, wants a way to remember and reuse what they read, watched, or listened to, or wants to save a source for later use.Votes: 0GitHub stars: 4
- interview-notesWrites up a job, research, or journalism interview with answers, marked verbatim quotes, observations apart from interpretation, and follow-ups. For hiring, it adds evidence against the role's criteria. Use when someone has notes or a transcript from an interview (an oral history included), is writing an interview scorecard or debrief, or needs quotes they can trust.Votes: 0GitHub stars: 4
- Systems Paper WritingComprehensive guide for writing systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides paragraph-level structural blueprints, writing patterns, venue-specific checklists, reviewer guidelines, LaTeX templates, and conference deadlines. Use this skill for all systems conference paper writing. For manuscripts inside the CCFA pipeline (ccfa.yaml or ccf-* context) prefer ccf-paper-writer.Votes: 0GitHub stars: 4
- Sci ReviewSpecialized workflows for drafting, refining, and responding to academic literature reviews and peer review feedback. Use this skill for literature review outlines, research-gap synthesis, reviewer rebuttals, response letters, and academic writing tone repair. For rebuttals and response letters inside the CCFA pipeline prefer ccf-rebuttal-writer.Votes: 0GitHub stars: 4
- Sci ExtractRead an academic paper end to end and extract professional research insights, figures, metadata, and critique. Use this skill whenever the user shares a scientific paper, review paper, survey paper, systematic review, meta-analysis, scoping review, arXiv link, DOI, PDF, or pasted paper text and asks to read, summarize, analyze, extract, digest, review, critique, or explain it. For original research papers, produce a modified Heilmeier analysis. For review literature, produce a field-map extra...Votes: 0GitHub stars: 4
- Ccf Paper WriterDraft, revise, polish, compress, or presentation-adapt CCF manuscript prose. Use for 写作, 润色论文, research documents to complete papers, 完整初稿, 实验留空, 改写, 压缩论文, abstracts, sections, and slides. Draft content before fitting pages; preserve evidence and format. Assessment without rewriting belongs to ccf-paper-reviewer; rebuttal belongs to ccf-rebuttal-writer. Routing: primary for manuscripts inside CCFA pipelines (ccfa.yaml or ccf-* context); for one-off ML/AI papers outside CCFA prefer ml-paper-wr...Votes: 0GitHub stars: 4
- Ccf Literature SearcherFind and verify external literature, prior art, datasets, benchmarks, and citation candidates. Use for 文献检索, 相关工作, benchmark搜索, and research opportunity maps. Recurring recent-paper watch belongs to ccf-literature-monitor; existing-citation audits, manuscript assessment, and result schemas have separate owners. Routing: for related-work, benchmark, and citation sweeps inside CCFA pipelines; quick one-off academic lookups may use sci-search instead.Votes: 0GitHub stars: 4
- Hci Paper WritingDiagnose, plan, revise, and red-team Human-Computer Interaction papers for CHI, CSCW, DIS, UIST, TOCHI, and adjacent HCI venues. Use for contribution framing, claim-evidence alignment, paper outlines, section revision, user-study reporting, qualitative/quantitative/design/systems rigor, interaction figures, venue-fit analysis, corpus-grounded comparison, reviewer-risk audits, rebuttal or revision planning, persistent paper workspaces, cross-section and figure consistency, source-material inte...Votes: 0GitHub stars: 7
- Aster Research VerifyVerify an Aster research result before reporting it. Use after a Run, before comparing Experiments, and before citing result numbers in a manuscript. Works with .aster/project.json and older research/project.json projects; does not replace a human scientific review.Votes: 0GitHub stars: 2
- Aster Research TrackKeep an Aster research project's Experiments, Runs, analyses, and paper numbers traceable while doing research work in an agent conversation. Use when the user starts, launches, evaluates, compares, analyzes, or reports on a concrete experiment, when Aster starts you as an Experiment's research agent or hands you an approved proposal to implement, or when you write a result number into the manuscript, in a project with .aster/project.json (or an older research/project.json). Do not use for or...Votes: 0GitHub stars: 2
- Aster Research StartSet up a new Aster research project and its first Experiment without reorganizing existing code or data. Use when a user starts research in a new or mostly empty project, asks for a research repository layout, or wants Aster Writing and Experiments connected. For importing a populated research folder, use aster-research-adopt instead.Votes: 0GitHub stars: 2
- Aster Research AdoptReorganize an existing research project folder (paper, bibliography, experiment results) into Aster's .aster/ layout with .aster/project.json, on a git branch, after the user approves a written plan, or without approval in unattended mode when Aster's "Organize with agent in background" menu item starts it. Use when the user opens or imports an existing research folder in Aster and asks to organize, adopt, migrate, or restructure it "into Aster's format", says "$aster-research-adopt", or asks...Votes: 0GitHub stars: 2
- Pathway ProfileResearch and write profiles of people and stories for Alan Hirsch pathway pages. Produces leader profiles, movement founder stories, and biographical narratives drawn from Alan's books and research — people who embody the pathway's principles. Use for the Content and Case Study sections, or for standalone biographical content.Votes: 0GitHub stars: 2
- Pathway GlossaryGenerate glossary terms for an Alan Hirsch pathway page. Produces 5–10 movemental vocabulary definitions drawn from Alan's books, using his language, linked to the full glossary. These are the terms a reader needs to inhabit this pathway — not a dictionary, but a language school.Votes: 0GitHub stars: 2
- Video ResearcherResearch real-world statistics, insights, and compelling data about online courses, completion rates, learning effectiveness, and transformative education — then organize findings into suggested video components, script lines, and data visualizations for course explainer videos. Use before scripting or updating video content.Votes: 0GitHub stars: 2
- Course ValidateValidate a course against the Transformational Course Charter — checks Four Necessities, section completeness, word counts, and structure. Use before publishing or after authoring.Votes: 0GitHub stars: 2
- Course ScaffoldScaffold a new 8-week course with all canonical section types, database rows, and optional markdown file structure. Use when creating a new course from scratch.Votes: 0GitHub stars: 2
- Course AuthorGenerate course content for a specific section of the transformation loop, following the actual mDNA course structure, Charter requirements, and Alan Hirsch's voice. Use when writing individual course sections.Votes: 0GitHub stars: 2
- Article CorpusLook up passages, themes, and arguments from Alan Hirsch's book corpus — both from the local markdown files and the Supabase database. Use when researching what Alan actually says about a topic before writing an article. Returns quoted passages with proper citations.Votes: 0GitHub stars: 2
- Affiliation ScrapeResearch and document all organizations a leader/author is affiliated with — publishers, speaking bureaus, conferences, denominations, media outlets, endorsing ministries, and academic institutions. Uses browser search to build a structured affiliation record for use in logo strips and social proof sections.Votes: 0GitHub stars: 2
- Voice DesignerBuild detailed voice profiles for characters, narrators, brands, or AI agents — covering diction, syntax, rhythm, worldview, signature patterns, and failure modes. Use when creating a character voice, designing an agent's persona, or auditing voice consistency.Votes: 0GitHub stars: 2
- Network MapMap relationships, co-authorships, endorsements, and organizational connections across movement leaders. Reads existing per-leader research in docs/movement_leader_research/ and writes a cross-leader graph. Output table schemas align with the `movement-leader-substrate` Network graph section so per-leader substrate files can be regenerated from this data.Votes: 0GitHub stars: 2