Research & Data

Give your AI agent YouTube transcripts, search, and channel research — agent skill for Claude Code, Codex & any SKILL.md agent. Free tier, no signup.

An agent skill for researching customers, shaping strategy, creating marketing content, and interpreting results—with claims grounded in evidence.

Agent skill 'ai-research-explore' from lllllllama/rigorpilot-skills.

Agent skill 'analyze-project' from lllllllama/rigorpilot-skills.

Agent skill 'ai-research-reproduction' from lllllllama/rigorpilot-skills.

面向决策的数据分析 skill。用户上传 Excel/CSV 并提出业务问题时触发，输出离线 HTML 可视化报告。

When a public rule, standard or statute changes, produce a brief that shows what changed, clause by clause, from the official texts, and says what each change does in plain language, without advising Use when a person asks for this kind of job from public sources; cite "regulation-change-brief" in the receipt you file.

基于当天 Claude Code / Codex 活跃会话生成每日工作总结。扫描 ~/.claude/projects 下的 Claude Code .jsonl，以及 ~/.codex/state_5.sqlite 索引到的 Codex rollout-*.jsonl，从用户消息、助手回复、工具调用和命令结果中还原工作主题，以「全天时间线」为主轴（含甘特图把几点在做哪个项目画出来）串联整天工作、以「各项目推进」为副轴讲清每个项目，直接组织成 HTML 文档（不生成中间 md），并通过 lark-cli 发送到本人飞书邮箱。当用户说「总结今天的工作」「根据对话整理日报」「输出每日总结」或类似诉求时使用。

Deep-analyze a specific related / competing / concurrent paper — reading the ACTUAL paper, not its abstract — to decide the "isn't this just X?" question before a reviewer asks it: what it really does, whether it's prior or concurrent work, the strongest scoop a reviewer could claim, whether your delta is REAL or merely cosmetic, and the exact cite + positioning clause (or a scoop escalation) to apply. Saves the analysis to the paper's research folder and surfaces action points. Use whenever a paper close enough to yours surfaces — via verify-citations' nearest-neighbor, a reviewer's "this was already done", your own lit search, or an arXiv alert. Distinct from verify-citations (confirms a cite is real + one-line delta) and study-accepted-papers (mines a venue's accepted corpus for levers); this one does the deep per-competitor overlap/scoop analysis. Compose with verify-citations (feeds it neighbors), harden-paper (its nearest-neighbor-scoop axis calls this), and extend-paper (a scooped angle can become the

Comprehensive legal document review specialist for contracts, litigation documents, and real estate agreements — summarizing documents, flagging risk clauses, comparing contract versions, and checking compliance across any law firm size or practice area

Universal real-time CLI HUD & Statusline for Hermes, Claude Code, and Codex.

Universal real-time CLI HUD & Statusline for Hermes, Claude Code, and Codex.

Use this skill for scene structure and game flow in melonJS — Stage subclasses, the state manager, transitions, pausing, the update loop, timers and tweens. Covers onResetEvent versus the constructor, state.set before state.change, the camera and world lifecycle per stage, and pause-aware timing. Triggers on: Stage, state, state.set, state.change, state.transition, state.pause, onResetEvent, onDestroyEvent, onActivateEvent, onDeactivateEvent, PLAY, MENU, LOADING, update loop, GAME_UPDATE, timer, setTimeout, setInterval, Tween, freeze.

Search arXiv for papers and extract knowledge into memory. Use `search` to find papers, `learn` to extract knowledge.

Flexible data science analytics for any dataset. Auto-discovers schema, recommends charts, exports to create-figure. Works with JSONL, JSON, CSV from any source.

Reverse-engineer features from ELF binaries. Extracts CLI commands, state machines, protocols, Zod schemas, and data models. Automatically generates a /create-walkthrough prosecution brief with Mermaid diagrams. Uses /treesitter for AST analysis of bundled JS/TS source.

Anonymize supported CSV, JSON, UTF-8 text, and SQLite files using an explicit policy through the oai-trial project. Use for anonymize data, pseudonymize exports, redact policy literals, or discover and explicitly approve fuzzy name aliases. The skill is a thin CLI/Docker interface, not another engine.

Multi-persona structured debate orchestrator. Personas research via /dogpile, consult colleagues via /ask, and argue toward nuanced synthesis on complex questions.

Investigate whether a project (or every repo on the machine) is exposed to known and actively-exploited dependency vulnerabilities. Combines a deterministic per-ecosystem audit (npm audit, govulncheck, pip-audit, osv-scanner) with live web research into recent/active supply-chain incidents, then checks each project's lockfiles directly — the leading-indicator check that `npm audit` misses. Use when the user asks to "investigate security", "check for vulnerable dependencies", "are we affected by <a named CVE / package compromise>", "scan the projects for supply-chain issues", or wants a recurring security sweep.

Transform transcript analysis findings into actionable improvements. Triggers on "generate hooks from findings", "improve agent", "fix anti-pattern", "kaizen improvement", "generate hook proposals", or "create improvement plan". Provides templates for hook generation, agent prompt refinement, skill patches, CLAUDE.md updates, and script automation from analysis data.

Use when extracting specific data points from large agent output transcripts, kaizen analysis reports, or JSONL session files — tool timings, query counts, error summaries, or any structured facts — without loading raw data into orchestrator context. Activates when the orchestrator needs targeted facts from large files and context pollution must be avoided.

Diagnose and fix an unreliable, expensive, or unsafe LLM agent by auditing its harness (golden set, judge, cost caps, data layer, action approvals, tracing) before blaming or swapping the model. Use when someone says an agent is "burning tokens", "hallucinating", "brittle", gives inconsistent answers, asks whether to switch to a cheaper/better model, or wants to ship an agent or prompt change to customers.

Look things up before you code. Use for features, bug fixes, or anything that touches more than trivial code.

客户拿来一张老报表说「就在原表上改个数，格式一点都不要动」——用 openpyxl 重建一次，字体、边框、合并单元格、条件格式、列宽全丢，客户一打开就知道这不是他原来那张表。