Research & Search

fabioespindula Bundle

Use when the user sends one or more URLs, asks to read, summarize, explain, triage, or analyze a link, or asks whether a link matters to them. Fetches accessible content, summarizes it, states access/confidence, personalizes relevance from available context, categorizes it, and suggests a non-destructive next action.

folsie Bundle

Use when Anlogic FPGA work still needs requirement decomposition, device and resource judgment, interface analysis, module partitioning, timing/data-flow planning, or upstream design direction. This stage must decide when the requirement is clear enough to hand off either to `anlogic-python-signal-pre-research` for a reference timing baseline or to later specialist Anlogic skills.

francyjglisboa Bundle

Extract structured, adversarially validated domain knowledge or IF-THEN decision rules from AI training knowledge. Builds a compounding knowledge base — one file per domain, deduplicated across sessions. Triggers on "extract knowledge", "build KB", "distill", "extract rules", "decision thresholds", "what do you know about". Outputs JSONL entries to {domain}.jsonl.

frankglendon Bundle

Build a survey variable dictionary, long Datamap and open-response coding framework from a reviewed questionnaire. Use for codebooks, answer code labels, multi-response storage and version consistency checks.

frankglendon Bundle

Turn a business brief into a complete research proposal linking qualitative exploration and quantitative validation, with sampling, analysis and delivery plans. Use for overall study design or proposal review; use the questionnaire skill for item-level specifications.

frankglendon Bundle

Design a structured research questionnaire, analysis mapping and programming specification with survey logic checks. Use for screening, scales, multi-choice, matrices, ranking and questionnaire revisions.

fynnfluegge Skill

Explore the codebase to understand a task before planning. Write findings to .agtx/research.md and stop. This is a read-only exploration — do not modify any files.

garibong-labs Bundle

Query and summarize Seoul subway congestion statistics via SK Open API (TMAP 대중교통). Use when the user asks for station/line-based train congestion or car-by-car congestion, time-slot checks (dow/hh), comparisons, or commute alerts.

juanandresgs Bundle

Generate an interactive decision configurator from research or plan analysis. Presents options as explorable cards with trade-offs, costs, and filtering. Integrates with Planner to collect DEC-ID decisions.

ic-star-tech Skill

Summarize recent work, memory, and task progress.

tom555my Skill

Research project tech stack or specific research tickets and document findings in `.dev-kit/knowledge/`. Use when: tech stack components need deeper understanding; implementing research-category tickets; onboarding to new technology; investigating best practices and patterns.

clnnn Bundle

Configure this repo for the playbook skills: set up its issue tracker, domain doc layout, and knowledge base. Run once before first use of the other playbook skills.

designnotdrum Skill

Manually trigger an activity summary for a scope. Use when you want to capture and store a summary of recent activity.

whenpoem Bundle

Run an end-to-end, auditable research workflow from question framing through literature, competing hypotheses, experiment selection, implementation, verification, and claim handoff. Use whenever the user asks to investigate, compare, test, validate, or establish an empirical research claim, including when they do not explicitly call it research. Do not use for a simple factual lookup or a narrowly scoped code change with no research claim.

vvkmnn Skill

Session history search — INVOKE before planning, before web research, after errors, or when looking for past conversation content. Use INSTEAD of manually grepping .jsonl session files.

vvkmnn Skill

Cross-session memory - save insights after research, restore context at session start. Reduces re-exploration and prevents token waste.

wuyaojunkylin Skill

把研究笔记、史料、访谈、档案、图像说明和学术判断转译成可直接落位到数字展览页面的策展文本、curatorial copy、page-ready exhibition text。用于用户已有研究材料，但需要页面标题、导言、主题卡片、展签正文、资料入口和观众可读叙述时。

wuyaojunkylin Skill

统筹研究型数字策展、线上展览、数字博物馆、research-based digital exhibition、online museum、curatorial web project 的完整工作流。用于用户正在规划、诊断或推进数字策展项目，需要判断当前阶段、安排下一步路径，或避免过早进入视觉设计和前端实现时。

xenos2025 Skill

Generates an evidence-backed sales-qualification brief by researching a company through public business sources. Use when a foreign-trade, manufacturing, or engineering sales team receives a new B2B inquiry and asks to 调查客户背景, verify a company before a first call, or qualify whether the lead deserves human follow-up.

asteroid-belt Bundle

Use when starting significant features, epics, or complex tasks. Creates multi-phase implementation plans with parallelizable phases, poker estimates, TDD-first acceptance criteria, and quality gates. Detects tech stack from CLAUDE.md/AGENTS.md (bypassing internet research if complete) or via codebase scan.

helixnow Skill

制卡大纲方法论：从学习材料抽取最小知识单元、决策卡型、切分粒度并排优先级，产出可直接喂给 chatanki_run 的结构化大纲

helixnow Skill

制卡编排协调者：固化「content-curator 策展 → chatanki_run 生成 → card-qa 质检 → batch_update 修正」多代理闭环，质检交接 documentId（qa 只读自取卡片）、全部卡片写操作由主代理执行

helixnow Skill

卡片质检清单：重复（D1-D3）、粒度（G1-G4）、Cloze 规范（C1-C6）三类规则的判定标准、严重级别与补丁输出格式

limerickgds Bundle

A double-loop learning execution review skill. Reviews the execution history after a task is completed and turns it into a concise retrospective, handoff, or improvement memo. Use this whenever a coding, writing, research, planning, debugging, or operational task has just finished; whenever files, commands, tests, or deliverables were produced; whenever the user asks to summarize what was done, review the execution, create a handoff, capture lessons learned, or prepare for the next iteration; and especially when the user needs not only a summary of what happened, but a judgment about whether the original goal, assumptions, success criteria, or working rules should change before the next pass. If there is execution evidence in the conversation, err on the side of using this skill instead of waiting for the user to ask explicitly.

limerickgds Bundle

A Zettelkasten-based knowledge gardening skill. Use this whenever users want to organize a knowledge base, 整理知识库, 整理读书笔记, build a second brain, update a personal wiki, turn conversations, reading notes, or project learnings into evergreen notes, MOCs, PARA folders, reusable context packs, or long-term memory assets. Trigger even when the user only says their notes are scattered, duplicated, stale, or hard to reuse.

zy-ning Skill

Configure the project's supervision policy in RESEARCH.md. Uses a preset-first flow (`manual`, `checkpointed`, `autonomous`, `wild`), then lets the user adjust notification events, approval gates, stop limits, resource rules, and idea-change handling. Trigger phrases: "configure supervision", "set supervision", "automation settings", "change autonomy", "/supervision".

kkenny0 Bundle

Create a recoverable active-work brief for context-heavy coding, design, debugging, review, research, or handoff sessions. Multi-mode context-control habit with resume, handoff, debug, review, design, and research policies.

lemonaderrrrr Skill

A closed-loop delivery engine that wraps any output-oriented task — define spec, get your approval, then autonomously produce + adversarially self-check and iterate (max 3 rounds), show you only when aligned, and re-loop on your feedback until you're satisfied. Orchestrates the other SOPs (build/write/research/plan/analyze) and the two thinking modes. Default Engineer mode. Offer it proactively when a task is a substantial, multi-step deliverable; the user may also invoke it directly. Saves to outputs/loop/.

lemonaderrrrr Skill

Turn data, a situation, or a set of options into a structured analysis with a confidence-rated conclusion. Default Engineer mode. Two branches — 🧮 Decision analysis (which path to choose) and 📈 Data analysis (find insight in data). Hands off to the research skill when external data is missing. Saves to outputs/analysis/. Use when the user says "analyze this", "run the numbers", "which of these should I pick", "what does this data say", or invokes the skill.

alchemiststudiosdotai Bundle

This skill should be used when mapping or researching a codebase to understand its structure, patterns, and architecture. Use when the user asks to "map the codebase", "research how X works", "find all Y patterns", or needs to understand code organization. Produces factual structural maps in memory-bank/research/—no suggestions, no recommendations, just what exists. Uses ast-grep for structural pattern matching.

halans Bundle

Creates coherent summary paragraphs from lists of article titles. Use when the user provides multiple article titles and requests a summary, overview paragraph, or narrative synthesis of the content themes. Ideal for literature reviews, content aggregation, research summaries, or generating descriptive text from reading lists.

harryl6798 Skill

High-level technical "Editor-in-Chief" that coordinates specialized sub-agents to produce exhaustive, research-grade technical briefs.

hoangvantuan Bundle

Nghiên cứu và trích xuất nội dung từ tài liệu nguồn. Output: content inventory.

ttawdtt Bundle

Orchestrate a complete AI/ML research project from a user's idea to a finished research artifact by coordinating bundled research skills: autoresearch, research-lookup, brainstorming-research-ideas, scientific-critical-thinking, scholar-evaluation, ml-training-recipes, academic-plotting, scientific-visualization, scientific-schematics, imagegen, scientific-writing, ml-paper-writing, systems-paper-writing, and user-interaction. Supports explicit modes, evidence levels, checkpointed user steering, micro-validation, full-experiment handoff, and final response contracts.

ttawdtt Bundle

Look up current research information using saved source searches. Prefer direct parallel-cli search commands for fast web search when available; use research_lookup.py for API-routed Parallel Chat deep research or Perplexity academic searches. Use for finding papers, gathering research data, and verifying scientific information. Note: API-routed queries are transmitted to api.parallel.ai (PARALLEL_API_KEY) or openrouter.ai (OPENROUTER_API_KEY).

ttawdtt Bundle

Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.