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Business

Tools for enterprise, finance, and management.

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sales-marketing
11

chain-estimation-decision-storytelling

Use when making high-stakes decisions under uncertainty that require stakeholder buy-in. Invoke when evaluating strategic options (build vs buy, market entry, resource allocation), quantifying tradeoffs with uncertain outcomes, justifying investments with expected value analysis, pitching recommendations to decision-makers, or creating business cases with cost-benefit estimates. Use when user mentions "should we", "ROI analysis", "make a case for", "evaluate options", "expected value", "justify decision", or needs to combine estimation, decision analysis, and persuasive communication.

lyndonkl
lyndonkl
business
open
project-management
11

forecast-premortem

Use to stress-test predictions by assuming they failed and working backward to identify why. Invoke when confidence is high (>80% or <20%), need to identify tail risks and unknown unknowns, or want to widen overconfident intervals. Use when user mentions premortem, backcasting, what could go wrong, stress test, or black swans.

lyndonkl
lyndonkl
business
open
sales-marketing
11

career-strategy

Internal vs external career growth paths, goal setting, career maintenance, and long-term planning for software engineers. Use when deciding between internal promotion vs external job search, setting career goals, or planning long-term career trajectory.

melodic-software
melodic-software
business
open
finance-investment
11

kill-criteria-exit-ramps

Use when defining stopping rules for projects, avoiding sunk cost fallacy, setting objective exit criteria, deciding whether to continue/pivot/kill initiatives, or when users mention kill criteria, exit ramps, stopping rules, go/no-go decisions, project termination, sunk costs, or need disciplined decision-making about when to quit.

lyndonkl
lyndonkl
business
open
project-management
11

threat-modeling

Perform threat modeling for a system or feature. Use when a senior developer needs security risk assessment.

proflead
proflead
business
open
finance-investment
11

pattern-miner

Mine historical data for patterns and predictive insights

mehdic
mehdic
business
open
sales-marketing
11

interview-skills

Frameworks for technical interviews and salary negotiation. Use for behavioral interview prep (STAR method), technical interview communication, offer evaluation, and compensation negotiation strategies.

melodic-software
melodic-software
business
open
finance-investment
11

strategy-and-competitive-analysis

Use when developing business strategy (market entry, product launch, geographic expansion, M&A, turnaround), conducting competitive analysis (profiling competitors, assessing competitive threats, Porter's 5 Forces, identifying differentiation), applying strategic frameworks (Good Strategy kernel with diagnosis/guiding policy/coherent actions, SWOT, Blue Ocean Strategy, Playing to Win where-to-play/how-to-win, Value Chain Analysis, BCG Matrix), making strategic decisions under constraints (build vs buy, pricing strategy, market positioning, business model choices), planning strategic initiatives (annual planning, OKRs, roadmaps), evaluating competitive positioning (moats, sustainable advantages, differentiation vs cost leadership), or when user mentions "strategy", "competitive analysis", "Porter's 5 Forces", "SWOT", "market positioning", "strategic planning", "competitive landscape", or "strategic frameworks".

lyndonkl
lyndonkl
business
open
finance-investment
11

evaluation-rubrics

Use when need explicit quality criteria and scoring scales to evaluate work consistently, compare alternatives objectively, set acceptance thresholds, reduce subjective bias, or when user mentions rubric, scoring criteria, quality standards, evaluation framework, inter-rater reliability, or grade/assess work.

lyndonkl
lyndonkl
business
open
finance-investment
11

hypotheticals-counterfactuals

Use when exploring alternative scenarios, testing assumptions through "what if" questions, understanding causal relationships, conducting pre-mortem analysis, stress testing decisions, or when user mentions counterfactuals, hypothetical scenarios, thought experiments, alternative futures, what-if analysis, or needs to challenge assumptions and explore possibilities.

lyndonkl
lyndonkl
business
open
sales-marketing
11

roadmap-prioritization

Prioritize roadmap initiatives with tradeoffs. Use when a senior developer needs help ranking projects.

proflead
proflead
business
open
sales-marketing
11

market-research

Deep market analysis for iOS/macOS apps including market sizing (TAM/SAM/SOM), growth trends, market maturity, entry barriers, distribution channels, and revenue potential. Use when user asks for market research, market size, market opportunity, growth potential, TAM/SAM/SOM, or market trends.

rshankras
rshankras
business
open
finance-investment
11

morphological-analysis-triz

Use when need systematic innovation through comprehensive solution space exploration, resolving technical contradictions (speed vs precision, strength vs weight, cost vs quality), generating novel product configurations, exploring all feasible design alternatives before prototyping, finding inventive solutions to engineering problems, identifying patent opportunities through parameter combinations, or when user mentions morphological analysis, Zwicky box, TRIZ, inventive principles, technical contradictions, systematic innovation, or design space exploration.

lyndonkl
lyndonkl
business
open
finance-investment
11

reference-class-forecasting

Use when starting a forecast to establish a statistical baseline (base rate) before analyzing specifics. Invoke when need to anchor predictions in historical reality, avoid "this time is different" bias, or establish outside view before inside view analysis. Use when user mentions base rates, reference classes, outside view, or starting a new prediction.

lyndonkl
lyndonkl
business
open
finance-investment
11

competitive-analysis

Deep competitive analysis for iOS/macOS apps including feature comparison, pricing analysis, strengths/weaknesses, market positioning, and differentiation opportunities. Use when user asks for competitive analysis, competitor research, feature comparison, market positioning, or wants to understand competition in detail.

rshankras
rshankras
business
open
project-management
11

incident-response

Use when designing incident management processes, creating runbooks, or establishing on-call practices. Covers incident lifecycle, communication, and postmortems.

melodic-software
melodic-software
business
open
project-management
11

pentest-checklist

The assistant provides a structured penetration testing checklist covering scope definition, environment preparation, monitoring, and remediation. Activate when users ask about "pentest planning," "security assessment checklist," "penetration test preparation," "pentest scope," or "security testing best practices."

zebbern
zebbern
business
open
project-management
11

skill-planner

Create phased implementation plans from research findings. Invoke when a task needs an implementation plan.

benbrastmckie
benbrastmckie
business
open
project-management
11

vllm-slack-summary

Generate slack summaries of vLLM CI SIG Slack channel activity for the RHAIIS midstream release team

opendatahub-io
opendatahub-io
business
open
project-management
11

prioritization-effort-impact

Use when ranking backlogs, deciding what to do first based on effort vs impact (quick wins vs big bets), prioritizing feature roadmaps, triaging bugs or technical debt, allocating resources across initiatives, identifying low-hanging fruit, evaluating strategic options with 2x2 matrix, or when user mentions prioritization, quick wins, effort-impact matrix, high-impact low-effort, big bets, or asks "what should we do first?".

lyndonkl
lyndonkl
business
open
project-management
11

event-modeling

Adam Dymitruk's Event Modeling methodology with swimlanes

melodic-software
melodic-software
business
open
project-management
11

skill-implementer

Execute general implementation tasks following a plan. Invoke for non-Lean implementation work.

benbrastmckie
benbrastmckie
business
open
project-management
11

creating-quality-gates

Establish workflow boundary checklists with clear pass/fail criteria and escalation procedures

cipherstash
cipherstash
business
open
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