AI / ML
Living-Alone Sleep Rhythm Anomaly Analysis | 独居者作息规律异常分析
Using a fixed camera in the living room or bedroom of a person living alone, the system continuously analyzes night video (typically 22:00-06:00) to detect lights-off time (when li…
Research
dig
Refines an active research session by drilling deeper into a subtopic. Use after tome:research to narrow results to a specific channel or angle
Engineering
file-analysis
Maps file structure and module organization of a codebase. Use before architecture reviews, refactoring planning, or migration scope estimation
Content
slop-detector
Detects AI-generated writing patterns in prose
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 …
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
product-manager
Senior product manager assistant: creates and reviews PRD/MRD/BRD, shapes strategy, analyzes retention and competitors, prioritizes features, and runs grill-me-to-doc interviews. W…
Content
stylometria
Analyzes an author or brand voice from a provided corpus (YT transcripts, social posts, blog articles, ebooks, podcasts). Delivers a statistical report (n-grams, TTR, sentence leng…
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…
Research
analise-pericia-medica
Analyzes medical and dental expert reports (judicial, forensic, regulatory) to formulate defensive questions, challenge findings under CPC arts. 466-480 and CPP art. 159, and ident…
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
intel-analysis
Structured intelligence workflow from problem framing to action: defines questions, maps actors, filters options, calibrates attribution, forecasts scenarios, and tracks indicators…
General
analysis
Comprehensive analysis operations for code, skills, processes, data, and patterns. Task-based operations with pattern recognition, metrics calculation, trend identification, and ac…
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…
Engineering
problem-dive
Root-cause investigation protocol for errors, exceptions, and feedback: gather logs first, scan full context, trace root causes via repeated why-questions and verification, avoid o…
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…
Business
7-powers
Apply Hamilton Helmer’s 7 Powers framework to assess durable competitive advantage: evaluate businesses against the seven conditions—Scale Economies, Network Economies, Counter-Pos…
Research
app-teardown
Reverse-engineer a live app by tracing its real user flows and extracting UX patterns, features, visuals, copy, and growth mechanics into a structured report with evidence, adopt/a…
Content
content-summary
Shared content summarisation and AI analysis pipeline. Provides reusable references for thesis-driven analysis quality rules, AI analysis with user-preference calibration, and sugg…
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…
Research
legal-chronology
Transforms case documents—contracts, correspondence, pleadings, expert reports—into a sourced legal chronology. Each event carries mandatory provenance (document + locus), a status…
Content
都市悬疑-分析竞对作品
Searches top-ranked urban suspense titles across major platforms, builds a candidate pool, then narrows to 3–5 core samples for four-layer competitive analysis. Supplies genre fram…
Engineering
analytical-troubleshooting
Guides systematic troubleshooting for unexpected failures by starting with rapid, likelihood-based tests, then applying structured IS/IS-NOT analysis with distinctions-and-changes …
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…
Research
schools-of-thought
Examines historiographical traditions from Ranke through Marxist, Annales, postcolonial, gender, microhistory, and digital humanities, plus non-Western frameworks such as Islamic, …
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
driver-retention-plan
Reduces driver turnover by targeting the factors that drive departures—pay reality, home-time consistency, dispatch quality, and early tenure risks. Generates turnover analysis by …
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, …
Research
bmad-deep-recon
Conducts decision-grade research in three modes: generates reusable prompts for external tools, distills finished reports into cited summaries with metadata for downstream use, or …
AI / ML
sisyphus-autopsy
Forensic reconstruction of multi-agent sessions: rebuilds each agent's state, observations, and reasoning at every decision point to assess whether calls were justified. Use for de…
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
analizator-dowodow-v3
Modular evidence analyzer for legal proceedings that evaluates documents, statements, recordings, and filings for strength, hierarchy, procedural value, and consistency. Extracts f…
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