kenyaUse when a business plan, proposal, or investment case needs Kenya-specific currency, tax, regulatory, labour, banking, market, or risk context; use `uganda` or `tanzania` for those jurisdictions and verify time-sensitive facts before relying on them.
tanzaniaUse when a business plan, proposal, or investment case needs Tanzania-specific currency, tax, regulatory, labour, banking, development-plan, market, or risk context; use `uganda` or `kenya` for those jurisdictions and verify time-sensitive facts before relying on them.
ugandaUse when a business plan, proposal, or investment case needs Uganda-specific currency, tax, regulatory, labour, banking, market, or risk context; this is the repository default, while `kenya` and `tanzania` own their jurisdictions and current facts still require verification.
finance-policy-and-manualUse when authoring a Financial Management Policy or Finance and Accounting Manual for an East African organisation; use `internal-controls-and-risk-framework` for an enterprise control framework, and defer accounting, tax, treasury, and reporting doctrine to Chwezi Accounting Doctrine.
governance-and-board-charterUse when authoring a governance framework, board or committee charter, or delegation-of-authority matrix for an East African organisation; use `internal-controls-and-risk-framework` for control design and defer finance oversight rules to Chwezi Accounting Doctrine.
grants-management-manualUse when authoring a grants or donor-funds management manual for a grant recipient in East Africa; use `11b-grant-proposal` to apply for funding, and defer restricted-fund accounting, foreign exchange, reporting, and close rules to Chwezi Accounting Doctrine.
hr-policy-manualUse when authoring an HR policy manual for an East African NGO, SME, SACCO, project, or public-adjacent body; use `governance-and-board-charter` for board authority, verify current employment law, and defer payroll, allowances, advances, and staff costs to Chwezi Accounting Doctrine.
internal-controls-and-risk-frameworkUse when authoring an internal-control policy, risk-management framework, control matrix, or risk register for an East African organisation; use `finance-policy-and-manual` for finance procedures and defer accounting controls, audit evidence, and close doctrine to Chwezi Accounting Doctrine.
me-framework-documentUse when authoring a standalone monitoring, evaluation and learning framework for an East African organisation or programme; use `meta-monitoring-evaluation` for a plan section, and defer budget variance, burn rate, and financial-monitoring doctrine to Chwezi Accounting Doctrine.
procurement-policy-and-manualUse when authoring a procurement policy or procurement and disposal manual for an East African organisation; use proposal skills for bid responses, verify current PPDA or donor rules, and defer purchasing, payables, asset, inventory, and control doctrine to Chwezi Accounting Doctrine.
ecommerce-business-model-diagnosticUse when assessing an operating e-commerce, marketplace, D2C, B2B, social-commerce, or dropship company for business-model viability, cross-border readiness, diagnostic scoring, and a 90-day improvement plan.
ecommerce-unit-economics-and-cross-border-margin-modelUse when modelling e-commerce landed cost, contribution margin, CAC, LTV, payment, fulfilment, return, commission, pricing, or cross-border market viability; use `ecommerce-business-model-diagnostic` for the wider operating-model assessment.
ict-product-company-business-planUse when generating or reviewing a business plan for a non-SaaS ICT product company selling licensed software, embedded systems, hardware-software products, or on-premise systems; use `ict-services-firm-business-plan` for project-led services and SaaS skills for subscriptions.
ict-services-firm-business-planUse when generating or reviewing a business plan for an ICT services firm, digital agency, implementer, or systems integrator with project revenue, utilisation, bench, pipeline, and productisation decisions; use `ict-product-company-business-plan` for products and SaaS skills for subscriptions.
industry-guidesUse when a business plan, proposal, or pitch needs sector-specific operating models, benchmarks, regulation, costs, or risks from the industry guide catalogue; use the owning pipeline skill for the deliverable and country context for jurisdiction-specific facts.
hospitality-hotel-restaurantUse when preparing a bankable business plan, feasibility study, investment case, or operating plan for a hotel, resort, lodge, inn, guest house, restaurant, bar, catering, or food-service business.
east-african-englishUse when drafting or editing professional English for Uganda, Kenya, or Tanzania and the wording must reflect East African usage, British spelling, courtesy, and country tone; use `language-standards` for French or Kiswahili and `writing-quality` for argument and persuasion.
language-standardsUse when drafting or reviewing professional English, French, or Kiswahili content for African audiences and language-specific grammar, register, terminology, or localisation controls are required; use `east-african-english` for English-only country tone and `writing-quality` for persuasion.
writing-qualityUse when drafting or editing plans, proposals, pitches, reports, summaries, or founder narratives for clarity, argument, persuasion, originality, and human voice; use `language-standards` for multilingual correctness and `anti-ai-slop` for the mandatory release gate.
demand-forecastingUse when producing demand forecasts, stockout timing, reorder logic, or branch and product sales aggregation from operational data; use `entrepreneurial-demand-generation` for customer acquisition logic and financial-projection skills for the integrated plan model.
digital-marketing-strategyUse when a business plan needs an evidence-based digital marketing, channel, content, campaign, measurement, budget, or justified AI-assisted marketing section; use `entrepreneurial-demand-generation` for full-funnel demand logic and social-media skills for campaign production.
entrepreneurial-demand-generationUse when a business or startup plan must prove how customers become aware, interested, converted, retained, and referred; use `digital-marketing-strategy` for detailed online channel execution and `demand-forecasting` for quantitative demand estimates from operating data.
marketing-plan-orchestratorUse when creating or auditing a full standalone marketing plan with situation analysis, SMART objectives, strategy, channels, media, sales plan, budget, KPIs and control; use `07-marketing-sales-strategy` for the business-plan section and `digital-marketing-strategy` for the digital layer only.
meta-accounting-finance-reviewUse when a business plan contains financial projections, funding requests, valuation, investor terms, budgets, cost structures, or management controls. Use financial projections for model construction.
meta-agent-bankability-and-investor-readinessUse when an agent-product plan is being finalised. Use financial projections for model construction.
meta-agent-revenue-recognition-policyUse when a plan is being prepared for audit, DFI / institutional DD, or institutional fundraising. Use financial projections for model construction.
meta-agent-sla-financial-controlsUse when the agent business has SLA-credit, refund, prepaid-credit, or outcome-pricing variable revenue. Use financial projections for model construction.
meta-agent-valuation-adjustmentsUse when an agent-product plan is being valued. Use financial projections for model construction.
meta-agent-valuation-overlay-for-slaUse when an agent business with SLA commitments is being valued. Use financial projections for model construction.
meta-ai-bankability-and-investor-readinessUse when aI-feature-led SaaS plan is preparing for fundraise, DFI submission, or AI-for-good grant. Use financial projections for model construction.
meta-ai-valuation-adjustmentsUse when aI-feature-led SaaS plan is being valued for a priced round, secondary, or strategic acquisition. Use financial projections for model construction.
meta-bankability-scoringUse when scoring debt-service capacity, lender readiness, security, repayment logic, and bankability blockers before submission to a bank, investor, or DFI. Use the accounting-finance review for model reconciliation.
meta-financial-stress-testUse when stress-testing downside revenue, margins, working capital, break-even, cash runway, or debt-service assumptions after the model is materially complete. This skill tests an existing model; it does not construct one.
meta-investment-committee-red-teamUse when simulating a lender, DFI, VC, grant or owner-board investment committee against a complete plan, model and evidence pack; distinguishes `meta-bankability-scoring`, which scores lender readiness without adversarial committee rounds.
meta-valuationUse when valuing a company through DCF, market multiples, venture methods, sensitivity ranges, dilution, or transaction terms. Use financial projections for model construction.
meta-pitch-preparationUse when preparing for an investor, lender, donor, client, or board pitch. Use pitch-deck for end-to-end deck orchestration.
meta-presentation-designUse when designing or auditing a presentation deck tied to a business plan or proposal. Use pitch-deck for end-to-end deck orchestration.
pitch-deckUse when the user asks for a pitch deck, investor deck, bank presentation, or live proposal deck. Use pitch-deck for end-to-end deck orchestration.
meta-premium-go-to-marketUse when a plan targets affluent consumers, executives, enterprise clients, premium SMEs, luxury/lifestyle buyers, investors, or high-ticket service customers. Use the SaaS pricing skill for recurring-revenue tier architecture.
meta-pricing-strategyUse when a business plan's projected prices match or undercut competitors without a defensible reason. Use the SaaS pricing skill for recurring-revenue tier architecture.
meta-website-investment-planningUse when a business plan includes a website, online store, booking site, content hub, landing pages, portal, web app, or SEO-driven customer acquisition. Use the SaaS pricing skill for recurring-revenue tier architecture.
meta-agent-board-and-investor-reportingUse when drafting the monthly investor update for an agent business. Use monitoring and evaluation for internal operating KPI systems.
meta-board-and-investor-reportingUse when a SaaS company has external investors (priced round, SAFE notes outstanding, DFI partners). Use monitoring and evaluation for internal operating KPI systems.
benchmark-methodologyUse when competitive-platform-analysis has produced a tiered competitor set. Score nine dimensions and both strategic-tension poles with explicit 1-5 rubrics and source trails before competitive-report-structure. Preserve a separate, no-blended-total matrix by design. portable: true origin: ECC (ski
business-plan-orchestratorUse when governing a serious business-plan engagement end to end, from intake and evidence design through sections, model, challenge, assembly, rendering, and release; use 00-plan-assembly only for final packaging and proposal-architect for bids or tenders.
competitive-platform-analysisUse when scoping a sourced, tiered competitor set for a standalone competitive-intelligence report before benchmark-methodology.
competitive-report-structureUse when benchmark-methodology has produced scored competitor profile cards. Assemble a sourced report with maps, tiers, a no-blended-total matrix, instructive deep dives, white-space, threats, and recommendations checked against the client's brand balance. portable: true origin: ECC (skills/competi
idea-testingUse when a business idea, offer, or market hypothesis still needs proof. Use the relevant plan-section skill for section drafting.
kaizen-improvement-systemUse when auditing or improving the business-plan engine or any business plan, strategy, model, pitch, nonprofit plan, or execution framework it produces.
meta-business-model-designUse when designing, comparing and scoring alternative business models with Debelak's six elements and GEL factors (great customers, easy sales, long life) before any plan section is drafted; distinguishes `idea-testing`, which designs validation experiments for a chosen model.
meta-consulting-synthesisUse when use after the analytical sections exist but before final assembly or presentation. Use the relevant plan-section skill for section drafting.
meta-critical-thinking-business-logicUse when use before drafting serious business-plan sections where the business model, market, operations, financials, funding ask, risk, sustainability, or implementation logic matters. Use the relevant plan-section skill for section drafting.
meta-digital-transformationUse when the client wants a digitally enabled growth strategy, operating model, or business-model redesign. Use the relevant plan-section skill for section drafting.
meta-due-diligenceUse when running commercial, operational, legal, or financial due diligence; preparing an evidence room; or reporting red flags and evidence gaps. Use the relevant plan-section skill for section drafting.
meta-international-market-entryUse when choosing which foreign or regional market to enter and how, using Porter's Diamond, CAGE distance, institutional voids, defender retaliation and entry-mode choice (export, licensing, franchise, joint venture, subsidiary); distinguishes `04-market-analysis`, which sizes and describes a marke
meta-living-plan-governanceUse when a business plan is being finalised for submission or internal use, and the engine must specify how the plan will be maintained. Use the relevant plan-section skill for section drafting.
meta-market-validationUse when use before writing when market assumptions still need field validation. Use the relevant plan-section skill for section drafting.
meta-monitoring-evaluationUse when translating a completed or near-complete plan into execution monitoring. Use the relevant plan-section skill for section drafting.
meta-operational-readiness-due-diligenceUse when testing whether a business plan's operating model is locally executable across banking, tax, licensing, payroll, FX, compliance, logistics, privacy, government interface, and partnerships; use section skills for prose drafting.
meta-quarterly-gameplanUse when converting a completed plan into quarterly execution sprints. Use the relevant plan-section skill for section drafting.
meta-statisticsUse when market sizing, survey results, forecasts, or comparative metrics need statistical rigour. Use the relevant plan-section skill for section drafting.
meta-strategic-auditUse when running a read-only strategic audit of an existing SME, NGO or growth firm across performance, governance, environment, capabilities, strategic factors, choices, implementation and control; distinguishes `meta-due-diligence`, which serves a transaction or investment decision.
meta-strategic-factor-analysisUse when turning a PESTEL and five-forces scan into weighted EFAS, IFAS and SFAS tables and a TOWS matrix of candidate strategies; distinguishes `06-competitive-analysis`, which writes the competitor section, and `meta-strategic-options-evaluation`, which chooses between the options.
meta-strategic-optionalityUse when a plan needs an exit thesis, a SaaS cap table needs exit optionality, or an owner is preparing a business for sale, buy-out or succession (exit readiness, sales memorandum, earn-out safeguards); route valuation to `meta-valuation` and tax to the finance doctrine.
meta-strategic-options-evaluationUse when generating and choosing between strategic options with TOWS, Ansoff, the strategy clock and SAFe (suitability, acceptability, feasibility), responding to a low-cost entrant, or gating a 35-word strategy statement; distinguishes `meta-critical-thinking-business-logic`, which reviews plan rea
meta-sustainabilityUse when use at the start of an engagement to identify sustainability design requirements. Use a sector specialist for a detailed impact study.
ai-slop-auditUse when auditing a completed business-plan artefact for AI slop after a major iteration or before release; unlike `anti-ai-slop`, this read-only gate grades concrete evidence and does not produce the original content.
anti-ai-slopUse when producing any human-facing business-plan artefact; applies live specificity, verification, authored-intent, hard-case, and language controls, while `ai-slop-audit` independently grades completed work.
proposal-architectUse when coordinating a proposal, bid, tender, EOI, or RFP response from intake through compliant draft and document handoff; route specialised procurement methodology to the external proposal-skills engine.
skill-safety-auditUse when conducting a read-only safety review of a new or changed skill for unsafe permissions, installers, credential access, exfiltration, prompt injection, or destructive behaviour; use `skill-writing` for structural authoring.
skill-writingUse when creating, normalising, reviewing, or releasing a reusable business-plan skill under the canonical chwezi-dev-engine skill-writing standard; distinguishes skill authoring from `skill-safety-audit`, which inspects safety without redesigning the skill contract.
update-claude-documentationUse when synchronising README, AGENTS, CLAUDE, architecture, API, database, or status documentation after an authorised repository change; use the neighbouring domain skill to decide the implementation itself.
00-client-intakeUse when producing or reviewing the 00 client intake component of a business plan; applies its specialist evidence, decisions, and acceptance tests instead of neighbouring pipeline skills.
00-plan-assemblyUse when plan assembly is needed because approved sections already exist and must be ordered into one document with an appendix map, cross-references and a final consistency check; use `business-plan-orchestrator` to govern the whole engagement from intake to release.
01-executive-summaryUse when producing or reviewing the 01 executive summary component of a business plan; applies its specialist evidence, decisions, and acceptance tests instead of neighbouring pipeline skills.
02-company-overviewUse when producing or reviewing the 02 company overview component of a business plan; applies its specialist evidence, decisions, and acceptance tests instead of neighbouring pipeline skills.
03-products-servicesUse when producing or reviewing the 03 products services component of a business plan; applies its specialist evidence, decisions, and acceptance tests instead of neighbouring pipeline skills.
saas-agent-product-strategy-and-roadmapUse when producing or reviewing the saas agent product strategy and roadmap component of a business plan; applies its specialist evidence, decisions, and acceptance tests instead of neighbouring pipeline skills.
saas-ai-product-strategy-and-roadmapUse when producing or reviewing the saas ai product strategy and roadmap component of a business plan; applies its specialist evidence, decisions, and acceptance tests instead of neighbouring pipeline skills.
04-market-analysisUse when producing or reviewing the 04 market analysis component of a business plan; applies its specialist evidence, decisions, and acceptance tests instead of neighbouring pipeline skills.
saas-ai-market-and-tam05-target-market06-competitive-analysissaas-agent-moat-and-wrapper-risksaas-ai-moat-and-defensibility07-marketing-sales-strategysaas-agent-commercial-packaging-economicssaas-agent-outcome-pricing-business-casesaas-agent-pricing-strategysaas-ai-pricing-strategy08-operations-plan09-management-teamcoaching-performance-managementsaas-agent-talent-strategysaas-ai-talent-strategy10-financial-projectionssaas-agent-deferred-revenue-and-credit-reservessaas-agent-revenue-recognitionsaas-agent-sla-cogs-treatmentsaas-agent-sla-economics-in-projectionsaas-agent-unit-economics-and-cogssaas-ai-cost-of-tenant-calculatorsaas-ai-unit-economics-and-cogs11-funding-requestsaas-agent-funding-stage-playbooksaas-agent-investor-narrative-on-slasaas-ai-funding-stage-playbook11b-grant-proposalsaas-ai-for-good-grant-proposal12-risk-analysissaas-agent-risk-and-stress-testsaas-agent-sla-risksaas-ai-risk-and-stress-test13-implementation-timelinesaas-agent-implementation-timeline14-ai-integrationsaas-agent-integration-deep15-appendices16-sustainability-strategysaas-agent-sustainability-and-ethicssaas-ai-sustainability-and-ethicssaas-bankability-and-investor-readinesssaas-customer-success-operating-modelsaas-gtm-motion-designsaas-lifecycle-email-and-retentionsaas-marketing-channel-economicssaas-mvp-and-product-market-fit-strategysaas-pricing-and-packaging-strategysaas-sales-org-design-and-capacity-planningsaas-unit-economics-and-cohort-modelsaas-valuation-and-fundraising-strategysaas-vertical-niche-selectionai-prompt-writerblog-idea-generatorblog-writercontent-writingpremium-commercial-writing