Capture a FlowGoal contract as a project-local `.flow/goals/.goal.yaml` file with outcome, acceptance criteria (with verification commands), specification elements (non-goals,…
Evaluate a FlowGoal against its evidence ledger and update lifecycle status to one of {pass, incomplete, fail, needs_human_review, blocked} by running deterministic verification…
Enforce the FlowGoal state machine — every status transition (draft → active → {waiting_for_user, waiting_for_ci, blocked, achieved, failed, cancelled}) writes both the new…
用于【女频爱情】题材下的GoodNovel 英文输出任务。作为题材包装层、兼容入口与路由层，负责保留女频爱情入口，补充情绪锚定、成长线优先、关系拉扯、柔爽感与平台节奏边界，并明确要求加载并使用 `通用-输出GoodNovel版`。保关系张力、情绪黏性、跨文化清晰度与持续追读意愿。
Read and summarize Google Analytics 4 (GA4) data using the Google Analytics Data API. This skill should be used when users ask to fetch website/app metrics, compare date ranges,…
Generates performance-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Performance Optimization pillar of the Google Cloud…
Generates sustainability-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework (WAF).
This skill should be used when the user asks to "add a provider", "configure google oauth", "set up microsoft login", "azure ad authentication", "oauth provider setup", "add…
Produce animated source control visualizations using Gource. This skill handles installation of Gource and ffmpeg, detection of repository metrics, preset-based configuration,…
OpenAI GPT Image generation and editing (gpt-image-2, 1.5, 1, mini). Text-to-image, mask-based inpainting, multi-reference composition, multi-turn conversational editing via…
Apply Affordance Theory (Gibson, 1979; Norman, 1988) to analyze the action possibilities that an artifact provides to an actor.
Apply agenda-setting theory (McCombs & Shaw) to analyze how media salience transfers to public perception.
Apply auction theory to compare the four canonical auction formats and assess revenue equivalence. Use this skill when the user needs to choose an auction format, evaluate bidding…
Apply behavioral finance theory to identify systematic investor biases and their impact on asset prices.
Apply Bloom's revised taxonomy to classify learning objectives and design assessments across six cognitive levels.
Apply the Born Global framework to analyze firms that internationalize rapidly from inception under resource constraints.
Apply Moore's business ecosystem framework to analyze how firms co-evolve through four stages (birth, expansion, authority, renewal) and occupy different ecosystem roles.
Apply the Capital Asset Pricing Model (CAPM) to estimate expected returns and assess risk-return tradeoffs.
Apply Complex Adaptive Systems theory to analyze phenomena exhibiting emergence, self-organization, co-evolution, and edge-of-chaos dynamics.
Apply Consumer Culture Theory to analyze consumption as a cultural practice shaped by identity, marketplace cultures, and ideology.
Apply constructivist learning theory to design instruction based on active knowledge construction, scaffolding, and the zone of proximal development.
Apply contract theory to design incentive-compatible agreements under moral hazard and adverse selection.
Apply the Co-opetition Value Net framework (Brandenburger and Nalebuff, 1996) to map cooperative and competitive dynamics in business relationships.
Apply cultivation theory (Gerbner) to analyze how long-term media exposure shapes worldviews. Use this skill when the user needs to study cumulative media effects on audience…
Apply Porter's Diamond Model to analyze national competitive advantage for a specific industry. Use this skill when the user needs to evaluate why certain nations dominate…
Apply the Elaboration Likelihood Model to design persuasion strategies by matching message type to audience elaboration level.
Apply Granovetter's embeddedness theory to analyze how economic behavior is embedded in ongoing social relations, avoiding both over-socialized and under-socialized accounts.
Apply ethnographic methods including prolonged engagement, participant observation, thick description, and netnography to study cultures and communities.
Apply event study methodology to measure abnormal returns and cumulative abnormal returns (CAR) around corporate or market events.
Apply the Fama-French three-factor model to decompose asset returns into market, size, and value factors.
Apply Bourdieu's field theory to analyze power relations through the interplay of field, capital, and habitus.
Apply flow theory to diagnose optimal experience conditions and design environments that balance challenge and skill for sustained engagement.
Apply framing theory to analyze how selection, emphasis, and exclusion shape interpretation of issues.
Apply Grounded Theory (Glaser and Strauss) to build theory inductively from qualitative data through open, axial, and selective coding.
Apply Hierarchical Linear Modeling (HLM) to analyze nested data structures with random intercepts and slopes, accounting for intra-class correlation and cross-level interactions.
Apply information economics to diagnose and remedy market failures caused by asymmetric information. Use this skill when the user needs to analyze adverse selection, moral hazard,…
Apply the Bass Diffusion Model (1969) to forecast innovation adoption using innovation and imitation coefficients.
Apply the DeLone and McLean Information Systems Success Model to evaluate IS effectiveness through six interdependent dimensions.
Apply mechanism design (reverse game theory) to engineer incentive-compatible rules for allocation problems.
Apply the Modigliani-Miller theorem to analyze capital structure decisions and identify when financing choices affect firm value.
Apply network economics to analyze markets with network effects, critical mass dynamics, and platform competition.
Apply Dunning's OLI Paradigm (Eclectic Theory) to evaluate foreign direct investment decisions based on Ownership, Location, and Internalization advantages.
Apply Kuhn's paradigm theory to analyze scientific progress through the cycle of normal science, anomalies, crisis, and revolution.
Apply pecking order theory (Myers and Majluf, 1984) to analyze how information asymmetry drives financing hierarchy decisions.
Apply phenomenological methods including bracketing (epoche), lived experience inquiry, and Interpretive Phenomenological Analysis (IPA) to uncover the essence of human…
Apply Partial Least Squares SEM (PLS-SEM) with reflective and formative measurement models to maximize explained variance in endogenous constructs.
Apply Kingdon's multiple streams framework to analyze how problems, policies, and politics converge to open policy windows.
Apply pragmatist philosophy (Peirce, James, Dewey) to frame knowledge as instrumental for action, evaluate ideas by their practical consequences, and conduct inquiry as…
Apply public choice theory to analyze political decision-making as rational self-interested behavior.
Apply real options analysis to value managerial flexibility embedded in investment decisions. Use this skill when the user needs to evaluate projects with significant uncertainty…
Apply Service-Dominant Logic (Vargo and Lusch, 2004) and value co-creation principles to reframe exchange and value creation.
Apply Self-Determination Theory to analyze motivation quality along the autonomy continuum and design interventions that satisfy basic psychological needs.
Apply Structural Equation Modeling (SEM) to test hypothesized causal structures by combining measurement models (CFA) and structural models (path analysis).
Apply Weick's sensemaking theory to analyze how individuals and organizations construct meaning from ambiguous situations.
Apply the SERVQUAL model (Parasuraman, Zeithaml, and Berry, 1988) to measure service quality gaps across five dimensions.
Apply signaling theory (Spence, 1973) to analyze how agents communicate private information through costly, credible signals under information asymmetry.
Apply Social Identity Theory to analyze how group categorization, identification, and intergroup comparison drive behavior, bias, and conflict.
Apply Sociotechnical Systems Theory to analyze and design work systems through joint optimization of social and technical subsystems.
Apply spiral of silence theory (Noelle-Neumann) to analyze how perceived opinion climate suppresses minority expression.
Apply Agency Theory (Jensen and Meckling, 1976) to diagnose principal-agent problems — moral hazard, adverse selection — and design governance mechanisms to align interests.