Data
data-scientist
Use this agent when you need to analyze data patterns, build predictive models, or extract statistical insights from datasets. Invoke this agent for exploratory analysis, hypothesi…
Productivity
loom-analyzer
Read Loom videos — pull the transcript, pick the moments that matter for the task at hand, and extract still frames as visual proof. Use whenever the user provides a Loom URL (loom…
Research
tribunal
Adversarial tribunal that exploits agent sycophancy for high-fidelity analysis. Three agents — a maximalist finder, an adversarial challenger, and a referee — compete under asymmet…
Content
film-companion
Provides pre- and post-viewing context for a specific film to make it more rewarding to watch. Pre-viewing mode primes attention without spoilers — why the film matters, its moment…
Data
dy-note
DyNote: systematically and efficiently extract raw Douyin/DY video data and analyze videos, comments, accounts, hashtags, and short-video scenes into evidence-graded learning notes…
Engineering
rewrite-minimal
Minimal-LOC project rewrite pipeline. Deep-scans a project or chosen subsystem, extracts user-observable features with evidence, validates the feature list independently, captures …
Content
news-aggregator-skill
Comprehensive news aggregator that fetches, filters, and deeply analyzes real-time content from 44+ sources including Hacker News, Lobsters, Dev.to, GitHub, arXiv, Hugging Face Pap…
Research
study_project
对开源大模型项目进行系统化分析：提取并翻译所有提示词（prompt），梳理工具定义和 LLM 调用架构，生成技术分析报告和面向非技术人员的产品说明书。当用户想要学习/分析/研究/调研一个 LLM/AI 项目、提取 prompt、查看项目用了什么提示词、理解大模型调用逻辑、做竞品技术调研、或为 AI 项目生成报告和产品说明书时，都应该使用这个 skill。即使…
General
bescheidanalyse
Structured evaluation of a social-law decision — captures authority, file number, decision date, access date, type (rejection/partial grant/revocation/recovery/sanction), tenor, re…
Research
unearth
Opinion extraction engine. Finds contradictions in raw fragments (tweets, notes, drafts, tech notes), drills user with targeted questions, scores answers in real-time, and produces…
Content
analyze-video
Use when the user wants to analyze one or more videos (URLs or local files) and produce a Word document with embedded frames and a written timestamp-based analysis. Triggers on "an…
Business
avanza
Fetch and analyse Avanza investment portfolio — overview, position gains, transactions, monthly investment analysis, insights reports, dividend tracking, cost basis drill-down, all…
Productivity
agent-history
Search and analyze AI coding assistant conversation history from Claude Code, Codex CLI, Gemini CLI, and Pi. Use when user asks about past conversations, previous solutions, what w…
Documentation
akteneinsicht-auswerten
Systematically reviews received administrative or court files: chronological examination, identification of key documents (applications, decisions, objections, medical reports, exp…
AI / ML
video-analyzer
Analyzes a video file with Google Gemini and returns a structured markdown report covering top-level summary, scene-by-scene breakdown, audio transcript (or honest "silent" note), …
Research
github-deep-research
Conduct multi-round deep research on any GitHub Repo. Use when users request comprehensive analysis, timeline reconstruction, competitive analysis, or in-depth investigation of Git…
Business
pm-red-team
Adversarially re-review a PM artifact, recommendation, or AI-generated critique that already exists. Use as a second pass after another skill has produced output, or on any externa…
Content
memorandums-ersteller
Generates a professional legal memorandum with four-part structure from heterogeneous client documents: facts with source references, single-sentence questions and answers, legal a…
Research
phd-deepread
Process academic PDFs into structured Obsidian literature notes and 9-node critical-thinking canvases. Activate when the user shares a PDF (drag-in or path) and asks to read, summa…
Documentation
akteneinsicht-strafrecht-auswerten
Analyzes criminal files post-inspection under § 147 StPO. Creates evidence inventory (documents, exhibits, witnesses, experts), person register, chronology, statement synopsis with…
General
thinking-partner
A deterministic thinking partner that challenges assumptions and applies mental models to sharpen decisions, solve problems, and think more clearly. Use whenever a user asks to thi…
Research
atak-przeciwnika-pl
Single-pass adversarial attack on legal arguments: embodies opposing counsel tasked to dismantle a brief. Delivers six sections—core attack theory, stripped argument, procedural li…
Research
deep-research
Use this skill instead of WebSearch for ANY question requiring web research. Trigger on queries like "what is X", "explain X", "compare X and Y", "research X", or before content ge…
Business
grade-companies
Grades ungraded companies in the Cernio database (S/A/B/C) against a user profile via a calibration-anchored rubric. Produces `what_they_do`, `location`, `sector_tags`, `grade`, `g…
Engineering
tilth
Use the `tilth` CLI for code reading, outlining, search, callers, blast-radius deps, and structural diffs. Activate when the user asks to explore a repo, find a symbol, trace calle…
Productivity
discourse-coordinator
Orchestrates the discourse skill suite by routing between steel-man-argument, socratic-questioning, toulmin-argument-analysis, logical-fallacy-detector, bad-faith-rhetoric-detector…
Business
stock-analysis-lead
Orchestrates US equity fundamental analysis by classifying sector, retrieving SEC filings, and coordinating parallel research on business model, earnings, balance sheet, management…
Security
glaw-bureau-counterfraud
Fraud investigation specialist that detects fraud patterns, authenticates documents via metadata flags for alterations or backdating, reconstructs timelines, identifies cross-docum…
Productivity
pipeline-optimizer
Structured 6-step method for renovating, refactoring, or consolidating existing pipelines, project folders, documentation, or software stacks. Activates on requests to optimize, re…
Research
ai-sdlc-research
Provides an AI-driven SDLC research workflow that investigates customers, markets, domains, technologies, regulations, competitors, or implementation questions. Delivers routed sou…
Productivity
minutes-mirror
Self-coaching analysis of your own behavior across meetings — talk-time ratio, filler words, hedging language, monologue length, energy patterns, and winning vs losing meeting beha…
Research
witsoc
Mathematics integration skill supporting problem-solving, proofs, formalization, theorem exploration, and all core areas including algebra, analysis, topology, number theory, combi…
Research
wetsanalyse
Performs Dutch statutory analysis per the Wetsanalyse method and Juridisch Analyseschema (JAS): marks and classifies legal phrasing into JAS classes, extracts concepts and derivati…
Research
think-walton-argumentation-schemes
Assesses a single defeasible argument by matching it to a reasoning scheme, filling its implicit premises, applying the scheme’s critical questions, and issuing a presumption verdi…
General
legalcode-statute-analysis
Dissects statutes, regulations, and secondary rules section-by-section: parses definitions, classifies operative language, maps exceptions and conditions, evaluates penalties, flag…
Engineering
analyze-yii2-project
Use this when user provides a Yii2 codebase for analysis or migration planning. Provides 6-phase workflow: scan, capability extraction, dependency analysis, requirements extraction…
Business
mckinsey-7s
Diagnoses organizational alignment using the McKinsey 7S framework—shared values, strategy, structure, systems, style, staff, skills—by mapping reinforcement, conflicts, change-rea…
Productivity
meeting-analyzer
Analyze meeting transcripts and recordings to detect communication patterns, counterproductive habits, and actionable coaching feedback. Works with uploaded files (.txt, .md, .vtt,…
Business
problem-discuss
Intakes multi-part domain reports from clients or stakeholders, decomposes them into discrete issues, derives the business rule per issue, and classifies each as bug, gap, config, …
DevOps
ai-sdlc-quality-lenses
Applies structured quality lenses—pre-mortem, adversarial, edge-case, stakeholder, reversibility, abuse-case, operational-failure—to challenge requirements, designs, plans, tests, …
Research
car-research
Deep research and decision analysis for car purchases. Takes candidate car models, runs a 6-phase pipeline (basic dossiers, negative investigation, safety rate analysis, industry b…
Engineering
project-contractor
Comprehensive codebase survey system that forces full project understanding before changes. Deploys parallel subagent analysis across architecture, connections, and operations to g…
Research
confound-audit
Runs a systematic confound checklist after results are reconciled but before conclusions. Walks through selection effects, calendar shifts, campaigns, ETL changes, holidays, weathe…
Research
hv-analysis
Conducts systematic Horizontal-Vertical analysis on products, companies, concepts, technologies, or figures: traces full lifecycle along the vertical axis, performs competitive cro…
Content
nicheking-watch
Analyzes any YouTube video against a creator's niche by downloading footage, extracting scene-aware frames, pulling timestamped transcripts, and matching against stored research pa…
DevOps
ttl-429
Analyzes captured turn-logs to determine whether a 429'd keep-alive ping still refreshes prompt-cache TTL. Classifies each ping as REFRESH, NO-REFRESH, or INCONCLUSIVE by inspectin…
Engineering
dead-code-verification
Confirms whether a symbol, file, route, config path, or feature can be safely removed by checking static and dynamic references across registries, builds, templates, plugins, scrip…
Productivity
think-stocks-and-flows-reasoning
Produces a stock-flow map by separating an accumulating quantity from its inflows and outflows, then reasoning about the stock's trajectory from the net flow. Use when a problem in…
Productivity
critical-thinking-for-humans
Builds human critical thinking via four modes: argument drills with single defensible answers, open Socratic scene exploration, guided audits of high-difficulty problems, and multi…
Documentation
legal-document-summarization
Produces structured summaries of legal documents—judgments, rulings, mediation agreements, arbitral awards, and administrative decisions—using a six-element framework that extracts…
Research
sociologist-analyst
Analyzes social events and patterns through structures, institutions, stratification, culture, norms, and theoretical lenses including functionalist, conflict, and symbolic interac…
Research
lean-applied-reasoning
Applied reasoning for intelligence analysis, strategy creation, brainstorming, investigative reasoning, and domain-specific decisions. Use to formalize strategic frameworks, situat…
Data
leaks
Comprehensive audit of money leaving accounts through untracked subscriptions, hidden fees, interest charges, predatory products, gambling patterns, duplicate charges, and billing …
Business
gamification-fit
Analyzes a product, idea, or resource set against a stated goal and delivers a restraint-first report on where gamification genuinely belongs—and where it should be avoided. Produc…
Productivity
workflow-onboard
First-contact orientation for any unfamiliar codebase. Scans manifests, entry points, routing, data layer, auth, env vars, and recent commits to deliver a concise briefing on purpo…
Business
legal-memorandum
Drafts objective internal legal memoranda using the CREAC method with structured header, questions presented, brief answers, statement of facts, analysis, and strategic recommendat…
Content
通用-审阅人物传记
Reviews character biographies for identity, motivation, capability boundaries, relationships, psychological arcs, and index mapping. Outputs structured, reusable review reports wit…
Data
altman-z
Credit risk analysis using the Altman Z'' score. Quantitatively evaluates corporate bankruptcy risk and classifies firms into safe zone, gray zone, or danger zone. Use when asked a…
Documentation
memo-zur-rechtsmittelentscheidung
Evaluates appeal options after an adverse first-instance ruling including success prospects, costs, timing, and client preferences. Checks which objections hold weight and client r…
Research
touchstone
Scans a repository's signals to score ALIVE, HEALTHY, and WELL-BUILT without relying on easily faked metrics like stars or polished READMEs. Prioritizes commit substance, issue res…
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