Research & Search

niller2005 Skill

Responsible for keeping the system's "Skills" and internal knowledge base up to date with the latest project developments.

nexscope-ai Bundle

Find ecommerce keyword, topic, and buyer-question gaps from supplied pages, competitor content, Search Console data, Keyword Planner exports, or connected research tools. Use when the user asks for keyword gaps, missing keywords, competitor keywords, content opportunities, or keyword-to-page planning. Do not invent volume, difficulty, rankings, traffic, or AI-query demand.

nikhilbhansali Bundle

Research any YouTube topic or niche using YouTube Data API v3. Analyze top-performing videos, find content gaps, identify outlier videos, assess niche saturation, and generate data-driven video ideas. Use when users want to (1) Research a topic before making videos, (2) Find content gaps in a niche, (3) Validate whether a niche is worth entering, (4) Discover what's working for a keyword, (5) Find underserved subtopics, (6) Get video ideas backed by data. Requires user's YouTube Data API v3 key.

noique Bundle

Mine Reddit for pre-purchase Voice-of-Customer (VOC) insights for a DTC brand or Amazon product. Use when the user wants to understand what overseas users actually say about a category before buying — pain points, value-system landmines, jargon, alternatives. Triggers on "Reddit VOC", "Reddit 用户洞察", "海外用户怎么说我们品类", "购买前 VOC", "find subreddits for [category]", "what do Redditors think of [product]", "听用户声音", "Reddit 调研", "海外用户痛点". Pairs with /trustpilot-voc-deep (post-purchase) and /amazon-market-research (post-purchase).

ethereum Skill

Find authoritative source URLs for each property of a protocol evaluation using WebSearch/WebFetch, then write the results to scripts/research-cache/{id}.json so the API research script can consume them without spending API credits on web search.

ethereum Skill

Per-property guidance for timing-related properties — Time-to-finality, Deposit time, Withdraw time, and Implementation maturity. Invoke when evaluating, reviewing, or editing notes/values for any of these. Cross-cutting rules in scripts/research-prompts.ts still apply on top.

ethereum Skill

Per-property guidance for the Privacy property group. Invoke when evaluating, reviewing, or editing notes/values for any of Anonymity, Confidentiality, Asset privacy, or Plausible deniability. Loads only the privacy-group rules so the active context stays focused on the property at hand. Cross-cutting rules in scripts/research-prompts.ts (WRITING, CROSS_CHECK, VALUE_FORMAT, SOURCE_SELECTION, REVIEW_ONLY) still apply on top.

ethereum Skill

Per-property guidance for the Cryptography property group. Invoke when evaluating, reviewing, or editing notes/values for Verifiability, Post-quantum secure, Number of secrets, or Client-side proving. Cross-cutting rules in scripts/research-prompts.ts still apply on top — particularly WRITING_RULES

ethereum Skill

Per-property guidance for the Composability property group. Invoke when evaluating, reviewing, or editing notes/values for Access to DeFi or Programmability / Generality. Cross-cutting rules in scripts/research-prompts.ts still apply on top.

fcakyon Skill

Use when the user wants to find related work, survey a research area, identify literature gaps, or discover open-source implementations. Triggers on phrases like "find papers on", "related work", "literature review", "what papers exist", "open source implementation", or "papers with code".

fcakyon Skill

Use when the user wants to prepare code for open-source release, create reproducible research artifacts, or structure a repository for publication. Triggers on phrases like "publish code", "open source release", "reproducibility", "research repository", "code release", or "prepare for publication".

fivetaku Skill

inbox에 넣은 자료를 지식베이스로 흡수·정리하거나 KB를 조회할 때 사용합니다. '인박스 정리해줘', '자료 넣었어 KB화 해줘', '이 기관 전에 뭐 했었지?', '우리 실적 뭐 있어?', '예전에 이 사업 지원했었나?' 같은 요청에 대응합니다. 단, 새 공고 검색·분석은 /rfp, 논문 조사는 /lit을 사용합니다.

fivetaku Skill

논문 검색, 선행연구 조사, 레퍼런스 찾기, 인용 확인, 문헌 리뷰, 이 주제 논문 있는지 확인, 참고문헌 정리 요청에 사용합니다. '이 주제 논문 찾아줘', '선행연구 뭐 있어?', '레퍼런스 좀 모아줘', '이 인용 실제로 있는 논문이야?', '문헌 리뷰 해줘' 같은 요청에 대응합니다. 단, 일반 웹·시장 자료 조사는 /research, 이미 모은 출처의 등급 판정은 /verify를 사용합니다.

fivetaku Skill

연구과제 공고문·RFP 분석, 지원사업 공고 검색, 요건 정리, 적합도 판단, 과제 아이템 도출, 제안서 뼈대 잡기 요청에 사용합니다. '이 공고 분석해줘', 'RFP 요건 정리해줘', '우리가 지원할 만한 과제 찾아줘', '이 사업 우리랑 맞아?', '과제 아이템 뽑아줘' 같은 요청에 대응합니다. 단, 논문·선행연구 조사는 /lit, 일반 시장 조사는 /research를 사용합니다.

fivetaku Skill

발표자료 설계, 슬라이드 구성, 스토리보드 작성, 덱 제작, 발표 흐름 잡기, Claude Design에 넣을 문서 만들기 요청에 사용합니다. '발표자료 만들어줘', '슬라이드 구성해줘', '이 계획서로 덱 짜줘', '클로드 디자인에 넣을 문서 만들어줘' 같은 요청에 대응합니다. 단, 계획서 본문 작성은 /proposal, 공고 분석은 /rfp를 사용합니다.

fivetaku Skill

커맨드·스킬·서브에이전트의 품질을 실제로 측정할 때 사용합니다. '이 커맨드 잘 도는지 평가해줘', '스킬 성능 측정해줘', '트리거 정확도 봐줘', 'eval 돌려줘' 같은 요청에 대응합니다. 단, 출처 신뢰도 검증은 /verify, 산출물 정합성 대조는 /synthesize를 사용합니다.

fivetaku Skill

진행 중인 세션을 마무리할 때 사용합니다. "세션 정리해줘", "오늘 한 거 정리해줘", "wrap", "세션 마무리" 같은 요청에 대응합니다. 세션 요약 → PII 게이트 → 변경분 커밋(승인 후)까지 수행합니다. 단, 단순 조회나 작업 중간 저장은 이 커맨드를 쓰지 않습니다.

fivetaku Skill

출처 신뢰도 검증, 팩트체크, CRAAP 점수화, 누락 근거 보완, 다시 검증 요청에 사용합니다. '출처 검증해줘', '근거 맞는지 봐줘', 'CRAAP으로 다시 봐줘' 같은 요청에 대응합니다. 단, 종합 분석은 /synthesize를 사용합니다.

fivetaku Skill

주간 과제 스캔 — 신규 공고를 수집해 KB 기준으로 판정하고, 추진할 만한 건만 골라 계획서 초안까지 만듭니다. '이번 주 과제 뭐 있어', '주간 스캔 돌려줘', '새로 뜬 공고 확인해줘' 같은 요청에 대응합니다. 단건 공고 분석은 /rfp, 자료 흡수는 /kb를 사용합니다.

fivetaku Skill

연구개발계획서 작성, 제안서 본문 쓰기, 계획서 목차대로 채우기, 스토리라인 잡기, 필요성·목표·추진전략·기대효과·사업화 작성 요청에 사용합니다. '계획서 써줘', '제안서 1장 작성해줘', '스토리라인 잡아줘', '기대효과 부분 채워줘', '계획서 이어서 써줘' 같은 요청에 대응합니다. 단, 공고 분석·적합도 판정은 /rfp, 발표자료는 /deck을 사용합니다.

fivetaku Skill

새 리서치 시작, 검색 전략 수정, 시장 분석 보강, 경쟁 자료 추가, 다시 조사 요청에 사용합니다. '시장 조사해줘', '경쟁 자료 더 찾아줘', '다시 조사해줘' 같은 요청에 대응합니다. 단, 출처 검증만 필요한 경우는 /verify를 사용합니다.

robdasi Skill

Do the research before a single cold line is written. Gates on ICP first, sources prospects by the intent signal itself (not generic lists scored after the fact), stacks and dates every signal onto one identity, then runs a strict two-pass: score and classify and emit a single angle, then personalise from that angle. Spend is gated on the score; every claim must trace to a verified signal. Use this before personalising any outreach at scale. Produces a per-prospect dossier and stops.

roie9876 Skill

Process a completed Teams meeting into structured notes with action items appended to followups.md. Triggers include: 'capture meeting', 'meeting notes', 'what happened in my meeting', 'summarize meeting', 'meeting recap', 'log meeting', 'capture last meeting', or any request to document what was discussed in a past customer meeting.

sainytk Bundle

Read/search Trello boards, lists, cards, and checklist tasks visible to Sainy's logged-in Trello user via a local API-key plus token login. Use when the user asks to read, check, search, summarize, or inspect Trello tasks.

sainytk Bundle

Read messages from the LINE desktop app accurately by screenshotting the conversation and transcribing the images verbatim. Use when the user asks to read / check / summarize their LINE messages, or wants an exact (non-garbled) transcript of a LINE chat — especially Thai text where plain OCR misreads tone marks and substitutes plausible-but-wrong words.

seranking-planable Skill

Fetch and summarize all posts pending approval across one or more Planable workspaces. Use this skill whenever the user asks about approvals, wants to know what's waiting for review, says things like "what needs my approval", "show me pending posts", "what's waiting for sign-off", "approval queue", "morning check-in", or "what posts are stuck". Also activate when the user asks for a daily or weekly content status across clients. Always use this skill for approval-related queries that touch Planable.

slogsdon Skill

Research a list of topics in parallel, adversarially fact-check every load-bearing claim, and merge the survivors into one decision-grade brief. Use when Shane says "deep research on X", "research these topics", "run a research sweep", "I need a brief on X before deciding", or hands over a list of questions to answer with sources. Do NOT use for a single quick lookup (just search), for reading the vault (use /vault-retrieve), or for mining one account or corpus (use /source-mine).

smixs Skill

Use when a project, system, document, or workflow feels bloated, over-engineered, tangled, or fragile despite "working," or when rounds of iteration/review have only ever ADDED and never removed — to find what can be cut, unified, or reframed. Any domain (code, writing, research, video, analysis, ops, decks). Especially when "every part seems necessary" but the whole feels heavy.

ucsandman Skill

Use when a task is too big for one context — broad audits, multi-file migrations, multi-source research, or parallel multi-dimension review — and you want to fan out and orchestrate many subagents deterministically with the Workflow tool (requires ultracode / explicit opt-in).

varunk130 Skill

Design explainability interfaces that help users understand AI decisions, build calibrated trust, and verify AI outputs. Use when: AI explainability, XAI UX, confidence indicators, citation design, source attribution, trust signals, AI transparency, why did AI do this.

vforge Skill

Argue both sides of a proposal — research the existing material, produce 5–12 arguments for and against, challenge the hidden assumptions, list genuine alternatives, and trace first/second/third-order effects. Ends in a decision map rather than a recommendation. Use when the user is weighing a design decision, an architectural choice, a feature, or any "should I do X?" question.

vforge Skill

Save an artifact into the Atlas knowledge base with the correct name, frontmatter and revision chain — plans, specs, reviews, PR descriptions, research notes, ideas, meeting transcripts. Handles the immutable-revision bookkeeping (find the previous version, bump -vN, set supersedes/status) that is easy to skip by hand. Use when writing any personal or temporary artifact, when asked to "save this", "note this", "write this up", or when revising an artifact that already exists.

vforge Skill

Search the Atlas knowledge base for prior work — what was decided on a ticket, what a system does, notes from a meeting, who someone is, what happened recently. Searches in a deliberate order (distilled knowledge first, then ticket artifacts, then curated notes) and filters out superseded revisions. Use before starting work on a ticket that may have history, when asked "what do we know about X", "did we decide", "have I looked at this before", or when context from past sessions would help.

wanghie Skill

Bóc UX app đối thủ thành quyết định sản phẩm — bóc 3 app một lượt để tách quy ước ngành khỏi lựa chọn riêng, kiểm điều kiện chuyển giao trước khi mượn cơ chế, đếm friction và vị trí paywall, gắn cờ cơ chế ĐỘC, số motion chỉ lấy từ video đo bằng ffmpeg. Kích hoạt khi nói "bóc UX app", "teardown UX", "bóc hiệu ứng của", "app này UX thế nào", "nghiên cứu app đối thủ". KHÁC nqh-app-landing (kia dựng trang bán app) và nqh-research-teardown (kia bóc ruột kỹ thuật để build lại).

wanghie Skill

Phân rã một sản phẩm có sẵn để hiểu ruột của nó, viết thành bản đặc tả sạch, rồi build bản của riêng mình trong một phiên làm việc mới chỉ đọc đặc tả. Đúng phương pháp clean-room hai đội mà ngành công nghệ dùng để học từ đối thủ không phạm luật. Kích hoạt khi nói "teardown", "phân rã sản phẩm", "reverse engineer", "build cái tương tự X", "sản phẩm X hoạt động thế nào".

wazootech Skill

Senior Data Scientist and Research Lead. Use this skill whenever the user mentions data analysis, experimentation, hypotheses, or metrics, even if they don't explicitly ask for a "data scientist." Use it to provide the "Ground Truth" via rigorous scientific methodology.