Business
China Marketing Copilot
China 3C consumer-electronics marketing copilot for campaign ideation, competitor analysis, product comparison, risk assessment, review/comment data processi...
Research
paper-reading
Read research papers and turn them into clear, decision-oriented notes, comparisons, and implementation takeaways. Use this skill whenever someone wants to read, summarize, analyze…
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…
Documentation
akteneinsicht-auswerten
Systematically reviews received administrative or court files: chronological examination, identification of key documents (applications, decisions, objections, medical reports, exp…
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…
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…
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…
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,…
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
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
cowork.audit_foucault
Applies Foucault-based audit filters across a Zettelkasten vault using a five-layer read pattern. Input: audit candidate. Output: audit_foucault_v1.yaml covering disciplinary power…
Data
post-processing
Extract, analyze, and summarize simulation output data including spatial fields, time-series trends, line profiles, statistical summaries, and derived quantities such as gradients …
AI / ML
workflow-optimizer
Analyzes workflow patterns via the Agent Monitor intelligence API—covering orchestration DAGs, tool transitions, subagent effectiveness, model delegation, error propagation, concur…
Business
ljg-invest
Generates deep investment analysis framed around whether a project functions as an order-creating machine rather than conventional metrics. Activates on investment report requests …
Business
review-investment-screenshot
Performs a fund-manager-grade review of an investment idea or portfolio from a screenshot. Pulls live prices, executes a seven-point check covering macro, flows, events, earnings, …
Business
verhaeltnismaessigkeit
Conducts proportionality review of fundamental rights limitations through the four-step test: legitimate aim, suitability, necessity, and appropriateness. Maintains sequential anal…
DevOps
log-debugger
Analyzes system, application, and cloud logs to identify root causes through iterative deep-dive debugging. Applies RCA techniques including 5 Whys, timeline analysis, and Fishbone…
General
steelman
Build the strongest version of an opposing view or rejected option. Use when the user has dismissed an alternative and you want to test that dismissal honestly. Produces the best-f…
Engineering
inspect
Deep audit comparing plan versus implementation. Parses plan files or descriptions, extracts requirements, and evaluates completeness, quality, and gaps across multiple dimensions.…
Business
general-skill-upgrader
Analyzes agent skills to identify business goals and suggests functional upgrades. Detects opportunities for new features, workflow gains, automation, UX improvements, and integrat…
Productivity
tunaflow-plan-writing
Formats work areas into structured plan documents under docs/plans/. Use for issue analysis, regression diagnosis, feature design, or refactoring. Always apply before coding when p…
Productivity
minutes-video-review
Analyze a product walkthrough, bug report video, Loom, or ScreenPal using Minutes transcription plus visual review. Use when the user wants a recorded demo or bug clip turned into …
Data
ds-star
Multi-agent data science framework built on DS-STAR architecture for collaborative analysis across models. Supports exploratory data analysis, automated insights generation, and it…
Data
algo-sc-bullwhip
Analyze and mitigate the bullwhip effect where demand variability amplifies upstream in supply chains. Use this skill when the user needs to diagnose order variability amplificatio…
Automation
kb-wiki-process
Process accumulated KB Wiki event queue during development. Spawns an analyzer agent that reads each event, semantically analyzes modified files, identifies significant technical d…
Documentation
memo-vier-teile-aufbau
Builds a four-part legal memo: facts, legal issues, analysis with subsumption, and result with recommendations. Defines minimum scope and required content for each section. Provide…
Content
art-history-movements
Reference covering twelve major art movements from Renaissance to contemporary, including characteristics, key artists, signature works, and historical context. Supports analysis, …
Research
都市悬疑-分析竞对作品
Searches top urban mystery rankings on Qidian and similar platforms, then produces detailed competitive analysis reports on benchmark titles. Routes through the core competitor ana…
Content
aprofundador
Editorial module that raises intellectual density of text. Converts informational content into analytical, interpretive, and insight-driven material across five dimensions: analysi…
Data
ths-advanced-analysis
Run advanced stock analysis via thsdk: minute K-lines (1m/5m/15m/30m/60m/120m), sector/index quotes, multi-stock batch comparison, order book depth, large trade flow, call auction …
Research
verfassungsrecht-grundrechtspruefung
Applies fundamental rights analysis covering protected scope, infringement, constitutional justification, and proportionality for rights including dignity, freedom, equality, relig…
Research
contradictory-findings-resolver
Analyzes why biomedical studies on the same topic reach opposing conclusions by auditing differences in population, endpoints, methods, and bias controls. Distinguishes true contra…
Research
norm-zerlegen-in-tatbestandsmerkmale
Breaks down a norm into its constituent elements (Tatbestandsmerkmale): written and unwritten features, definitions from prevailing opinion and case law, and examination sequence. …
Content
女频爱情-分析竞对作品
Routes female romance competitive analysis while preserving genre entry points and adding market fit checks for opening hooks, emotional payoffs, and relationship dynamics. Loads a…
Business
daily-deep-brief
Runs a full pre-market swarm analysis each weekday at 08:00 HKT. Executes deterministic steps via harness scripts while the LLM handles creative swarm work. Outputs markdown, struc…
General
thinking-kepner-tregoe
Systematic rational process for complex problem analysis, decision making, and risk assessment. Use for high-stakes engineering decisions, root cause analysis beyond 5 Whys, and mu…
Productivity
notebooklm-prompt-generator
Generate structured analytical question sets optimized for NotebookLM and similar document-reading AI tools. Creates prompts that spark debate, surface hidden assumptions, explore …
Engineering
chestertons-fence
Investigate historical context of existing code, patterns, or constraints before proposing changes. Automates git archaeology, PR/ADR search, and dependency analysis to avoid remov…
Productivity
plan-critiquer
Harshly critique strategic documents to expose blind spots, challenge assumptions, and generate action plans. Applies multiple analytical frameworks and synthesizes findings into e…
Research
drei-stufen-theorie-eingriffsanalyse
Applies the BAG three-stage theory for analyzing interventions in occupational pension rights, covering earned claims, dynamics, future accruals, intervention depth matrix, and jus…
Productivity
pi-cli
Unified project analysis CLI with DAG scheduling, LLM batch tasks, dependency graph building, test analysis/fix, doc generation, code audit, and Web Dashboard. Matches project-inde…
Research
analyzing-source
Conducts in-depth analysis of a specific source or topic, producing comprehensive summaries for research synthesis. Use when detailed analysis and documentation of individual sourc…
Productivity
after-action-report
Runs structured after-action reviews on launches, incidents, or projects to capture timelines, root causes, contributing factors, and actionable lessons. Triggers on postmortems, r…
Research
analytical-methods
Covers spectroscopy, chromatography, titration, elemental analysis, X-ray crystallography, and mass spectrometry for chemical identification and quantitation, including UV-Vis, IR,…
Content
blog-analyze
Audit and score blog posts on a 100-point system covering content quality, SEO, E-E-A-T, technical elements, and AI citation readiness. Detects AI content and generates prioritized…
Web
website-analysis
Performs creator-first dual-lens analysis of any website with quick, standard, or deep tiers. Supports multi-mode operation across page, site, expedition, and cross-site scopes wit…
Research
analysis-spec-builder
Builds and iteratively refines physics analysis specifications using a standard template. Use when creating or updating specs, requesting plots for a dataset, or formalizing quick …
General
doncheli-reasoning
Apply structured reasoning models to analyze decisions or problems. Activate on mentions of "reason", "pre-mortem", "5 whys", "pareto", "think through", "analyze decision", "invers…
Engineering
legacy-codebase-analyzer
Comprehensive legacy codebase analysis for technical debt assessment, security scanning, performance bottleneck detection, and modernization planning. Includes seven Python tools f…
Engineering
ozm-repo-graph-reconstruction
Manages OZM repo graph and reconstruction work including CodeGraph or CLI usage, .codegraph and .understand-anything files, .repo_analysis bundles, graph freshness, impact radius c…
Research
pstack-research
Research spike that outputs a research document rather than code. Frames questions through structured brainstorming and optionally gathers cross-model perspectives. Graduates to pl…
Productivity
personal-jd-analyzer
Scores job descriptions A-F across six axes (archetype, fit, positioning, compensation, tailoring, interview) and produces a fit report plus tailoring plan. Skip scores below 4.0. …
Research
aufgabenstellung-erfassen
Applies the Socratic three-reading method to analyze case facts for legal coursework. Separates essential from non-essential elements, identifies parties, timelines, and the core l…
Business
workflow-betriebskosten-schnellscan
Workflow for rental and condominium law that classifies formal errors, material defects, document access rights, and objection deadlines with cold-start templates, deadline checks,…
Research
general-research
Performs systematic internet research via strategic questioning and multi-source analysis. Gathers, cross-references, and evaluates web sources using a tiered credibility system an…
Engineering
algo-mfg-fmea
Conduct FMEA to systematically identify, prioritize, and mitigate potential failure modes. Use this skill when the user needs to assess product or process risks, prioritize correct…
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