Research & Search

lx050 Bundle

Turn located, human-adjudicated epigraphic text and located literature evidence into an auditable knowledge graph of candidate mentions, human-adjudicated assertions and evidence-backed edges, with deterministic timeline, relationship-path and entity queries. Use when Codex must build, verify, query or export a rubbing-derived knowledge graph without letting OCR, AI proposals, name matches, modern place names, calendar conversions or graph paths become historical facts.

lx050 Bundle

Research Source Acquisition

lx050 Bundle

Build an append-only, auditable path from preregistered literature searches to precisely located evidence candidates while keeping snippets, OCR, AI interpretations, self-attested human review, synthetic fixtures, and unclear rights from becoming academic or public evidence. Use for books, papers, catalogues, webpages, inscriptions, and other research sources when queries, discoveries, failures, editions, carriers, locators, excerpts, conflicts, and review gates must remain reproducible.

lx050 Bundle

Safely assess one already verified quarantine JSON as bounded inert data, using a preregistered exact binding, an exclusive source-verification receipt, same-buffer identity and strict parsing, content-free structure reports, and offline producer verification. Use when research-source-acquisition has preserved an application/json asset in quarantine and a later internal workflow needs an auditable B0 gate before any IIIF, OCR, schema, literature, or knowledge-graph interpretation; do not use for arbitrary JSON, URL following, semantic validation, canonical materialization, academic admission, or public release.

lx050 Bundle

Review a ResearchCase v1 after evidence or experiment feedback arrives. Use when a research workflow must detect supporting-versus-challenging evidence conflicts, negative/null/invalid results, dependent evidence, or stalled inquiry; preserve prior hypotheses in a versioned ReflectionMemo; and choose only continue, reroute, rollback, human_review, or stop_unresolved.

alexanderop Skill

Research the codebase and create a structured implementation plan. Use when the user says 'plan this', 'create a plan', 'how should we implement', or wants to turn a feature description into a structured implementation plan.

alexanderop Skill

Enhance an existing plan with parallel research agents for depth, best practices, and implementation details. Use when the user says 'deepen the plan', 'research more', or when a plan has high-risk dimensions that need more investigation.

alexanderop Bundle

Document a solved problem as reusable institutional knowledge with parallel research. Use when the user says 'document this', 'compound', 'save learnings', or wants to capture a solution for future reference.

antiamerican-postponer432 Skill

Confirm a paper actually exists (arXiv / Semantic Scholar / OpenAlex) before citing it. Use before writing any new citation into a .tex, .bib, or .md file.

astashov Skill

Capture important architectural decisions, bug patterns, feature designs, or other critical findings into the project knowledge base. Use proactively when significant technical decisions are made, non-obvious bugs are resolved, new subsystems are designed, or important product features are discussed.

exiao Skill

Build a customer journey map or experience map and storyboard the key moments: persona and scenario, the stages a user moves through, and per stage their actions, thoughts, emotions, touchpoints, and pain points, ending in prioritized opportunities. Use when someone asks for a journey map, experience map, user journey, service blueprint, 'map the flow', 'where do users drop off', 'storyboard this feature', wants to visualize an end-to-end experience, or needs to find the highest-pain moments in a flow before designing. Pairs with user research and dogfooding to ground the map in evidence.

jord0-cmd Skill

Project onboarding and CLAUDE.md generation. Use when: starting work on a new codebase, setting up a project for the first time, creating or updating a project CLAUDE.md, generating module summaries, or when opening a project with no CLAUDE.md file. Forges a complete project knowledge base so Claude understands the codebase from day one.

jord0-cmd Skill

Search and retrieve from a persistent knowledge base. Use BEFORE web searches or external research — check what you already know first. Use when: looking up previously researched topics, finding API references, checking what past sessions discovered, or any time you need information that might already be in the knowledge base.

nanoagentteam Bundle

Use when writing or revising any ML/AI paper (conference or journal) to apply shared writing quality, citation verification, reviewer-aligned checks, and pre-submission gates.

ertugrulakben Bundle

Generates qualified B2B leads through systematic research, data collection, and scoring. Delivers structured lead lists with contact information and qualification scores.

felipecabargas Skill

Build evidence-backed user personas from research inputs. Creates structured persona documents grounded in evidence, with each attribute clearly labeled as research-validated or inferred. Use this skill when you need personas for an FR, strategy doc, or design brief. Trigger on: "build a persona", "create user personas from this research", "who are our users", "describe our target user", "make a persona for [segment]", or when synthesised research is ready and needs a persona layer.

felipecabargas Skill

Synthesize raw user research (interview notes, survey results, support tickets, NPS verbatims) into structured insights: themes, pain points, jobs-to-be-done, and research gaps. Use this skill when you need to make sense of qualitative research data before writing a feature request or building personas. Trigger on: "synthesize my research", "what are the themes in these interviews", "extract insights from this feedback", "summarize what users are saying", "pull out the key themes from this data", or when someone pastes raw research notes.

forger-labs-hq Skill

Build the research package — BibTeX citations, related work, evidence matrix, paper outline, reproducibility bundle, and experiment data. Use when the user wants publication materials or a research write-up bundle.

forger-labs-hq Skill

Start or resume a ResearchForge project — explore a research idea or improve a repository with benchmarked experiments. Use when the user wants to begin research, set up ResearchForge, or asks "where was I?" in an existing project.

forger-labs-hq Skill

Search arXiv for papers relevant to the project objective and review what was stored. Use when the user wants literature, related work, or asks what papers ResearchForge found.

forger-labs-hq Skill

Drive the autonomous research loop round after round — ask the engine which node to expand, plan there, run, read the result, repeat. Use when the user wants to keep improving a repository over many rounds, or wants autorun without an AI API key.

forger-labs-hq Skill

Summarize a run's results — ranking, Pareto trade-offs, constraint violations, and rejected experiments — grounded strictly in recorded measurements. Use when the user asks how the experiments went or which variant won.

forger-labs-hq Skill

Synthesize stored papers into a research landscape — grouped directions with evidence claims — and import it for validation. Use after papers are stored, when the user wants directions, themes, or a map of the literature.

forger-labs-hq Skill

Generate testable, evidence-linked hypotheses from the research landscape and import them for validation. Use after the landscape exists, when the user wants hypotheses, experiment ideas, or "what should we try?".

huangruiteng Skill

Use when a LoopX worker is operating an auto-research lane, demo pane, frontier item, evidence packet, promotion/retirement decision, or visible tmux/Codex auto-research rehearsal. Identity must come from the LoopX role profile and quota/frontier packet; this skill only provides role-specific execution checklists, artifact contracts, and stop conditions.

i9wa4 Bundle

USE FOR: Clarify concepts before names harden by fixing concrete referents, roles, sequence, candidate terms, and first-use definitions. Use for terminology-heavy design docs, research synthesis, cause-isolation or mitigation plans, naming decisions, and reasoning-order summaries only when concept/referent ambiguity could distort the work. DO NOT USE FOR: ordinary terminology/glossary editing when referents are stable, simple editing, translation-only work, proofreading, generic summarization/research, implementation, or broad content generation.

i9wa4 Bundle

USE FOR: Verifying technical claims, comparing options, and investigating unfamiliar libraries/APIs/tools with cited, confidence-rated evidence. DO NOT USE FOR: implementation, opinion without evidence, or tasks better served by a narrower repo-specific skill (e.g. `data-platform`, `dev-platform-workflow`).

jangviktor-web Bundle

股市/股票/行情/股价/涨跌/大盘/指数/个股分析——金融/投资/股票/基金/ETF/板块/指数/宏观/外汇/大宗商品/财报/估值/持仓/交易/仓位/量化/因子/回测/选股/期权/衍生品/投行建模/技术指标/行情监控/预警——内置研究框架（红线/检索策略/数据口径/50+方法论 references/scripts）、A股量化数据引擎（12层数据源·bin/quant.py）、多市场数据层（港股/期货/期权/宏观/公告事件·bin/cn/*.py）与 8 个研报写作工作流（读年报/可比公司/深度报告/业绩快评/调研纪要/行业研究/晨会纪要/研报摘要·references/research-workflows/）。金融场景总入口，命中任一上述领域即优先加载；并集成同花顺金融数据服务（hithink-finance，iFinD 级 A股/指数/板块/公募基金/特色数据权威源，接入层见 references/hithink-finance/）；并集成东方财富·妙想（mx-skills，全市场含港股/美股/债券/基金/全球宏观/资讯研报的备用数据接入层，见 references/mx-skills/）。

jangviktor-web Skill

上传业绩公告、业绩快报或业绩预告 → 快速生成业绩点评报告，含超预期/低预期判断、核心驱动因素和单季度趋势分析。 触发词："业绩快评"、"业绩点评"、"业绩超预期了吗"、"帮我看看这个业绩公告"、"快报怎么样"、 "财报速评"、"季报点评"、"中报分析"、"业绩预告解读"、"这个财报好不好"。

japboy Bundle

Naturalize the current or explicitly referenced assistant output into context-appropriate Japanese while preserving meaning. Use when the user asks to rewrite an existing assistant response so it sounds natural, removes AI-like Japanese or translationese, or fits a different register. For standalone evidence-backed term selection, use term-translation-research.

japboy Bundle

Research evidence-backed translations and established terms across domain-specific, industry, and general usage. Use when selecting English/Japanese terminology, validating standard translations, resolving product wording collisions, or proposing audience-specific term usage with citations.

jeannesulzer Bundle

Research, drafting, and analysis involving the International Criminal Court (Rome Statute system). Enforces a verification-first methodology — every case-law, decision, filing, warrant, and statement citation is verified against an authoritative primary source (icc-cpi.int, legal-tools.org) in the current conversation before it appears in an output. Foundational texts (Rome Statute, Elements of Crimes, RPE, Regulations of the Court) may be cited from project knowledge when present. Use whenever the user is working with ICC case law, OTP statements, ASP documents, or ICC procedure.

jimezsa Bundle

Generate accurate, readable D2 block diagrams for software, research, and system explanations from a text brief. Normalize components and edges, write a canonical .d2 source file, render compact sketch-style SVG and optional PNG artifacts by default, support optional LaTeX equation blocks when the diagram genuinely needs them, keep arrows unlabeled unless a label adds concrete meaning, and emit Telegram file directives when needed.

joacod Bundle

Evaluate and pressure-test business, product, SaaS, service, and startup ideas using current evidence, competitive research, decision gates, repair pivots, and a small paid validation test. Use when deciding whether to pursue, test, pivot, park, or drop an idea; comparing ideas; exploring a problem space; assessing customer pain, buyer and workflow clarity, market crowding, founder fit, economics, or defensibility; or updating a verdict after customer evidence. Return a compact decision card, not generic encouragement or a full business plan.

jord-jd Bundle

View and understand videos from URLs or local files by downloading with yt-dlp, extracting timestamped frames with FFmpeg, actually inspecting the images, and reading subtitles. Use when asked to watch, explain, summarise, review, or answer questions about a video, including tutorials, demonstrations, screen recordings, and gameplay footage.

meisnerdan Skill

Research a topic thoroughly and save structured findings to research/