peterbamuhigire

@peterbamuhigire source repo

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AI Agent Procurement And Questionnaire · peterbamuhigire
Use when answering or pre-empting an AI-agent procurement questionnaire on autonomy, action scope, reversibility, kill switches, audit logs, identity, subprocessors, and governance.

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AI Agent Change Management And Adoption · peterbamuhigire
Use when planning workforce adoption, trust staging, supervisor training, affected-party disclosure, or contestability for agents that act on a buyer's behalf.

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AI Agent Pricing And Packaging Proposal · peterbamuhigire
Use when selecting and presenting per-resolution, per-outcome, per-step, per-agent, hybrid, or success-based pricing for an AI agent; use commercial-layer skills for contract exhibits.

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Saas Customer Success And Adoption Proposal · peterbamuhigire
Use when a SaaS proposal must scope and price onboarding, activation, health scoring, success cadence, expansion, retention, and value realisation; use pilot-to-rollout change management for internal operating-model change.

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Saas Mutual Action Planning And Close Plans · peterbamuhigire
Use when a SaaS bid needs a buyer-and-supplier Mutual Action Plan from selection through signature, go-live, and value realisation, with owners and decision gates; use implementation methodology for delivery activities after award.

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Saas Procurement And Security Questionnaire · peterbamuhigire
Use when a SaaS bid must address procurement, legal, privacy, security, DPA, MSA, SLA, residency, sub-processor, audit-right, insurance, and exit review; use the AI questionnaire skill when model-provider and training-data issues apply.

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AI Agent Msa And Sla Addendum Templates · peterbamuhigire
Use when drafting agent-specific MSA and SLA addendums covering action accountability, audit logs, kill switches, intervention, liability, and upstream-provider dependencies.

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AI On Saas Discovery And Qualification · peterbamuhigire
Use when qualifying AI features inside a multi-tenant SaaS opportunity across workflow fit, data readiness, hallucination tolerance, regulation, and tenant variation; use SaaS discovery when no AI capability is proposed.

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Saas Lifecycle Communications As Deliverable · peterbamuhigire
Use when acquisition, activation, engagement, expansion, retention, and advocacy communications must be a scoped and priced SaaS delivery workstream; use customer-success planning when the need is operating cadence rather than communications production.

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Sales Discovery And Objection Handling · peterbamuhigire
Use when a proposal must infer buyer needs, sharpen discovery questions, qualify decision criteria, handle objections, frame commercial concerns, or prepare follow-up language for premium consulting, software, AI, website, support, or transformation offers.

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AI Agent Success Fee And Outcome Pricing · peterbamuhigire
Use when structuring agent gain-share, success-fee, base-plus-success, or performance-corridor pricing; use the general pricing skill for per-step, per-agent, or usage rates.

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Saas Trust And Compliance Credentials Section · peterbamuhigire
Use when a SaaS proposal needs an evidence-qualified trust and compliance section covering security, privacy, certifications, sub-processors, continuity, audit posture, insurance, and exit; use the procurement skill to manage questionnaire and negotiation workflow.

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AI On Saas Procurement And Questionnaire · peterbamuhigire
Use when an AI-on-SaaS bid must answer or pre-empt procurement questions about model providers, data training, retention, deletion, sub-processors, region routing, and sovereign options; use the SaaS questionnaire skill for non-AI review.

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AI On Saas Change Management And Adoption · peterbamuhigire
Use when adoption planning must address trust, human oversight, escalation, retraining communications, and workforce concerns for AI features inside multi-tenant SaaS; use the SaaS rollout skill for non-AI operating change.

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AI On Saas Pricing And Packaging Proposal · peterbamuhigire
Use when pricing AI features within SaaS through credits, allowances, overages, model tiers, or fair-use controls while protecting margin from usage and provider-cost volatility; use SaaS pricing when AI economics do not apply.

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Saas Multi Tenant Architecture Credibility Block · peterbamuhigire
Use when a SaaS proposal needs a concise architecture credibility block covering control and application planes, tenant isolation, context propagation, onboarding, and cost attribution; use implementation methodology for the full delivery sequence.

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Customer Service And Maintenance Proposals · peterbamuhigire
Use when writing proposals for post-launch support, maintenance, SLAs, help desk, managed services, customer success, incident response, complaint handling, website care, software support, AI operations, or implementation support.

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Proposal Storytelling And Evaluator Journey · peterbamuhigire
Use when a proposal needs a stronger narrative spine, evaluator journey, case-study story, design rationale, executive argument, or presentation/sign-off flow.

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AI Agent Intervention Credit And Abort Refund · peterbamuhigire
Use when defining intervention credits, abort rights, or refund mechanics for an agent engagement; use the SLA skill for broader credits and the outcome-pricing skill for success fees.

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AI Agent Procurement Objections On Commercials · peterbamuhigire
Use when procurement, legal, or finance challenges agent pricing, failed-task billing, audit rights, refunds, liability, indemnities, or price corridors; use the contract pack for final clauses.

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Saas Objection Handling And Competitive Displacement · peterbamuhigire
Use when a SaaS bid must answer price, risk, timeline, lock-in, sovereignty, adoption, or alternative-solution objections with evidence and trade discipline; use discovery when objections have not yet been validated with the buyer.

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Skills · peterbamuhigire bundle
Use when routing, drafting, reviewing, or assembling a complete consulting proposal, EoI, bid, or tender response; use a numbered pipeline skill when only one known section is required.

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08 Work Plan · peterbamuhigire bundle
Use when drafting activities, dependencies, milestones, review gates, Gantt tables, or staffing schedules. Unlike 06-methodology, this skill converts the approach into an executable sequence and tests it against staffing and pricing.

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06 Methodology · peterbamuhigire bundle
Use when drafting the technical approach, conceptual model, phases, methods, QA, deliverables, or implementation logic. Unlike 03-understanding-of-assignment, this skill explains how the work will be executed and verified.

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01 Cover Letter · peterbamuhigire
Use when drafting a signed proposal transmittal or cover letter that confirms the assignment, authority, validity, and submission intent. Route bid synopsis to 02-executive-summary and shortlisting narratives to 09-expression-of-interest.

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04 Firm Profile · peterbamuhigire bundle
Use when drafting the proposer or individual consultant profile, service areas, geographic presence, organisation, or credentials. Unlike 05-relevant-experience, this skill establishes enduring capability rather than assignment-by-assignment proof.

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Sectors · peterbamuhigire bundle
Use when routing a proposal to the correct procurement-framework and industry-sector skills before drafting; use profiles separately to determine proposer identity and voice.

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Profiles · peterbamuhigire bundle
Use when proposal drafting must select and enforce one proposer identity, voice, signatory, credential set, and branding rule; use the sector router separately for procurement and industry context.

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07 Team Composition · peterbamuhigire bundle
Use when drafting staffing, roles, organograms, expert fit, CV framing, availability, or responsibility allocation. Unlike 08-work-plan, this skill proves that the proposed people can execute the methodology; it does not schedule their effort.

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Ict · peterbamuhigire bundle
Use when a proposal concerns software, MIS, ERP, digital transformation, infrastructure, data platforms, cybersecurity, or e-government; use another sector skill as the lead when technology only supports its outcome.

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02 Executive Summary · peterbamuhigire bundle
Use when drafting the evaluator-facing summary of a full proposal: client problem, response, differentiators, scope, timing, and value. Unlike 01-cover-letter, this section synthesises the technical offer rather than transmitting it.

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Afdb · peterbamuhigire bundle
Use when an assignment is funded or governed by African Development Bank procurement, including ADB, ADF, or NTF windows; use World Bank, UNDP, or PPDA skills when those rules control.

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Undp · peterbamuhigire bundle
Use when a consulting, grant, or project proposal follows UNDP or wider UN-system procurement and evaluation rules; use AfDB, World Bank, or PPDA skills when their framework controls.

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10 Financial Proposal · peterbamuhigire bundle
Use when drafting a bid budget, fee schedule, reimbursables, payment schedule, price form, or commercial assumptions. Unlike accounting-finance-advisory, this skill prices the proposed delivery and preserves any required technical-financial envelope separation.

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Data Management · peterbamuhigire bundle
Use when a proposal covers data collection, quality, governance, MIS, surveys, protection, retention, or migration. Route outcome measurement to monitoring-and-evaluation; this skill governs the data lifecycle and controls.

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Risk Management · peterbamuhigire bundle
Use when a proposal requires risk identification, scoring, ownership, treatment, monitoring, or a risk register. Unlike project-management, this skill develops the assignment risk model and response thresholds rather than the full governance system.

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05 Relevant Experience · peterbamuhigire
Use when drafting project sheets, assignment references, similarity evidence, outcomes, or an experience matrix. Unlike 04-firm-profile, this skill proves fit through verified past work selected against the evaluation criteria.

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Energy · peterbamuhigire bundle
Use when a proposal concerns power systems, electrification, renewable energy, utilities, clean cooking, energy access, or sector reform; use transport-infrastructure for roads, mobility, or civil infrastructure.

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Health · peterbamuhigire bundle
Use when a proposal concerns public-health systems, health programmes, facilities, health informatics, pharmaceutical systems, or service improvement; use water-sanitation when WASH is the primary outcome.

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Capacity Building · peterbamuhigire bundle
Use when a proposal requires training, coaching, mentoring, knowledge transfer, Training of Trainers, or institutional capacity development. Unlike change-management, this skill designs learning outcomes, delivery, assessment, and post-training transfer.

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Change Management · peterbamuhigire bundle
Use when a proposal must address adoption, resistance, readiness, communications, transition, or organisational reform. Unlike capacity-building, this skill governs behaviour and operating-model change rather than teaching competencies alone.

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Project Management · peterbamuhigire bundle
Use when a proposal needs delivery governance, reporting, RACI, change control, escalation, or a project management plan. Unlike 08-work-plan, this skill governs how delivery is controlled, not merely when activities occur.

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09 Expression Of Interest · peterbamuhigire bundle
Use when drafting an EoI, REOI response, prequalification, or shortlisting submission focused on eligibility and relevant capability. Unlike a full proposal pipeline, this skill omits detailed methodology unless the notice explicitly requires it.

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Education · peterbamuhigire bundle
Use when a proposal concerns education systems, TVET, teacher development, curriculum, edtech, institutional learning, or skills programmes; use governance when institutional reform is primary.

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Governance · peterbamuhigire bundle
Use when a proposal concerns institutional reform, decentralisation, accountability, anti-corruption, public financial management, or public-service delivery; use education or health when sector outcomes dominate.

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World Bank · peterbamuhigire bundle
Use when a consulting-services proposal follows World Bank procurement, TECH/FIN forms, QCBS or related selection methods; use AfDB, UNDP, or PPDA skills when those rules control.

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Agriculture · peterbamuhigire bundle
Use when a proposal concerns agriculture, agribusiness, irrigation, value chains, extension, rural livelihoods, or food systems; use water-sanitation when WASH service delivery is the primary scope.

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Ppda Uganda · peterbamuhigire bundle
Use when a Uganda public procurement follows PPDA rules for consultancy, supplies, works, or non-consultancy services; use donor-framework skills when the solicitation explicitly makes donor rules controlling.

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Consulting Frameworks · peterbamuhigire bundle
Use when a proposal methodology needs a coherent conceptual framework, problem decomposition, or phase logic. Unlike business-analysis-tools, this skill shapes the overall consulting approach rather than selecting a technique for one analytical task.

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Stakeholder Engagement · peterbamuhigire bundle
Use when a proposal needs stakeholder mapping, consultation, participation, feedback, grievance handling, or engagement planning. Unlike change-management, this skill governs who must be heard and how their input is recorded, not adoption of a defined change.

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AI Agent Methodology · peterbamuhigire
Use when drafting the end-to-end delivery methodology for an AI agent or multi-agent system, from discovery and action-catalogue design through staged autonomy and operations.

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Business Analysis Tools · peterbamuhigire bundle
Use when a proposal needs diagnostic, requirements, options-appraisal, process, or decision-support tools. Unlike consulting-frameworks, this skill selects and applies business-analysis techniques to a defined analytical question and deliverable.

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Sustainability Planning · peterbamuhigire bundle
Use when a proposal must explain institutional, technical, financial, or human-resource sustainability, handover, exit, or post-project support. Unlike capacity-building, this skill tests whether results continue after consultant withdrawal across all operating dimensions.

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03 Understanding Of Assignment · peterbamuhigire bundle
Use when drafting the proposal's interpretation of context, objectives, scope, constraints, stakeholders, or ToR gaps. Unlike 06-methodology, this skill proves understanding of the problem before prescribing the delivery approach.

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Saas Vertical Positioning · peterbamuhigire
Use when a SaaS proposal must reflect a named vertical's buyers, regulators, integration constraints, proof expectations, commercial limits, and win themes; use AI-on-SaaS vertical positioning when AI use cases and model risks shape the message.

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Monitoring And Evaluation · peterbamuhigire bundle
Use when a proposal requires a theory of change, logframe, results framework, indicators, baselines, targets, learning, or evaluation. Unlike data-management, this skill defines performance questions and evidence use rather than the full data lifecycle.

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Water Sanitation · peterbamuhigire bundle
Use when a proposal concerns WASH programmes, sanitation services, water utilities, hygiene behaviour change, or community water systems; use health when clinical or public-health delivery is primary.

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Saas Poc And Pilot Scoping · peterbamuhigire
Use when a SaaS proposal needs a time-boxed POC or pilot with explicit scope, success measures, exit criteria, and a decision gate to implementation; use the AI-on-SaaS pilot skill when evaluation datasets or hallucination controls apply.

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Accounting Finance Advisory · peterbamuhigire bundle
Use when a proposal covers accounting, finance operations, controls, ERP or POS finance, grants, tax, audit readiness, modelling, or financial transformation. Route pure bid pricing to 10-financial-proposal; this skill governs finance doctrine and delivery credibility.

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Gender And Social Inclusion · peterbamuhigire bundle
Use when a proposal needs gender analysis, GESI mainstreaming, disability inclusion, disaggregated indicators, or equitable participation. Unlike environmental-and-social-safeguards, this skill integrates inclusion into design and results rather than safeguard compliance instruments.

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Financial Services · peterbamuhigire bundle
Use when a proposal concerns banking, insurance, payments, mobile money, microfinance, digital finance, or financial inclusion; also apply the finance doctrine whenever money, ledger, tax, or accounting claims are in scope.

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AI Agent Team Composition · peterbamuhigire
Use when defining an AI-agent delivery team, role accountabilities, RACI, mobilisation curve, safety coverage, client counterparts, or evaluator-facing staffing evidence.

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Retail Transformation Proposal · peterbamuhigire
Use when drafting a consulting proposal, EOI, bid, or methodology for retail, omnichannel, e-commerce, POS, merchandising, pricing, promotions, markdowns, loyalty, CRM, fulfilment, returns, store operations, shrink, vendor terms, private label, planogram, new-store opening, or retail KPI/WBR work.

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Saas Implementation Methodology · peterbamuhigire
Use when writing an end-to-end SaaS implementation methodology across control plane, application plane, tenant isolation, observability, billing, onboarding, cutover, and adoption; use the combined AI-on-SaaS methodology when AI features are in scope.

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Saas Discovery And Qualification · peterbamuhigire
Use when a SaaS bid needs buyer qualification through ICP fit, critical event, pain chain, role-level impact, decision process, and no-bid signals; use AI-on-SaaS discovery when AI data, model, or hallucination questions apply.

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AI Transformation Proposal · peterbamuhigire bundle
Use when shaping a proposal for AI applications, analytics, automation, or transformation; use the AI-on-SaaS or AI-agent families when multi-tenancy or autonomous action is the primary deliverable.

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AI Agent Renewal And True Up · peterbamuhigire
Use when defining renewal, volume true-up, ramp-down protection, autonomy-linked price steps, or indexation for an agent engagement; use the pricing skill for initial rates.

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AI Agent Vertical Positioning · peterbamuhigire
Use when adapting an AI-agent proposal to customer support, finance, insurance, public sector, healthcare administration, legal support, or operations with a sector-specific autonomy stance.

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AI On Saas Team Composition · peterbamuhigire
Use when an AI-on-SaaS proposal must justify the combined AI, data, safety, evaluation, platform, security, SRE, and customer-success roles required for delivery; use the standard team skill when no AI specialist roles are needed.

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AI Agent Commercial Packaging · peterbamuhigire
Use when choosing whether an AI agent is included, sold as an add-on, or sold standalone; use the pricing skill for rate mechanics and the SLA skill for service commitments.

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AI Agent Business Case And Roi · peterbamuhigire
Use when building a task-based business case for an AI agent, including intervention-adjusted benefits, the full agent cost stack, downside scenarios, and autonomy-ramp payback.

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AI Agent Poc And Pilot Scoping · peterbamuhigire
Use when scoping an AI-agent proof of concept or pilot with shadow, supervised, and agentic stages, measurable gates, abort conditions, and production-exit criteria.

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Giz Eu Local Procurement Response · peterbamuhigire bundle
Use when responding to GIZ local procurement, EU/BMZ/GIZ tender packs, AVB/local application requirements, two-zip submissions, GIZ technical grids, self-declarations, price schedules, or GIZ clarification protocols.

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Manufacturing Industrial · peterbamuhigire
Use when a proposal concerns manufacturing, production planning, warehousing, inventory, facilities, material handling, ERP, MES, WMS, TMS, or green production; use agriculture when primary production and farm value chains dominate.

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Transport Infrastructure · peterbamuhigire bundle
Use when a proposal concerns roads, mobility, logistics, urban transport, infrastructure planning, asset management, or PPP advisory; use manufacturing-industrial for factory and warehouse operations.

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AI Agent Compliance Credentials · peterbamuhigire
Use when presenting verified agent-specific trust and compliance credentials, including action logs, irreversibility gates, kill-switch drills, identity controls, and scope attestations.

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Eac Ecommerce Bds Programme Design · peterbamuhigire bundle
Use when designing a donor-funded EAC e-commerce business-development-services programme, company-selection method, needs-assessment-to-technical-assistance pipeline, expert-pool deployment model, or results-based monitoring approach.

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Saas Business Case And Roi Modeling · peterbamuhigire
Use when a SaaS implementation or product-development proposal needs a CFO-grade business case covering TCO, time to value, payback, NPV, retention, or unit economics; use the AI-on-SaaS ROI skill when model and evaluation costs materially affect value.

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Saas Pricing And Packaging Proposal · peterbamuhigire
Use when a SaaS proposal must choose and defend subscription, usage, hybrid, enterprise, freemium, trial, expansion, or price-review mechanics; use AI-on-SaaS pricing when model usage and provider-cost volatility drive the structure.

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AI Agent Contract Language Pack · peterbamuhigire
Use when selecting and adapting agent-specific contract exhibits for a proposal, MSA, or statement of work; use the addendum skill when drafting the full MSA/SLA overlay.

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AI Agent Risk And Responsible AI · peterbamuhigire
Use when drafting an AI-agent risk register or responsible-AI commitment covering autonomous actions, irreversibility, scope, tool injection, identity, kill switches, and contestability.

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Environmental And Social Safeguards · peterbamuhigire bundle
Use when a proposal requires environmental or social screening, ESIA, ESMP, resettlement, donor safeguards, or national environmental compliance. Unlike gender-and-social-inclusion, this skill governs safeguard instruments, risk controls, and compliance evidence.

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AI Agent Sla And Credit Schedule · peterbamuhigire
Use when defining an agent SLA and service-credit schedule for availability, task success, intervention rate, resolution time, kill-switch response, or audit-log access.

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AI On Saas Combined Methodology · peterbamuhigire
Use when one proposal must integrate multi-tenant SaaS delivery with RAG, copilots, agents, or AI analytics across shared phases and gates; use SaaS implementation methodology when the scope contains no AI feature.

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AI On Saas Vertical Positioning · peterbamuhigire
Use when AI-on-SaaS positioning must reflect a named vertical's use cases, regulator stance, evidence expectations, and risk language; use SaaS vertical positioning when AI-specific buyer concerns are absent.

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Kenya · peterbamuhigire bundle
Use 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.

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Uganda · peterbamuhigire
Use 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.

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Industry Guides · peterbamuhigire bundle
Use 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.

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Tanzania · peterbamuhigire bundle
Use 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.

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Meta Sustainability · peterbamuhigire bundle
Use when use at the start of an engagement to identify sustainability design requirements. Use a sector specialist for a detailed impact study.

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Pitch Deck · peterbamuhigire
Use 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.

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15 Appendices · peterbamuhigire bundle
Use when producing or reviewing the 15 appendices component of a business plan; applies its specialist evidence, decisions, and acceptance tests instead of neighbouring pipeline skills.

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Writing Quality · peterbamuhigire bundle
Use 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.

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00 Plan Assembly · peterbamuhigire bundle
Use when producing or reviewing the 00 plan assembly component of a business plan; applies its specialist evidence, decisions, and acceptance tests instead of neighbouring pipeline skills.

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05 Target Market · peterbamuhigire bundle
Use when producing or reviewing the 05 target market component of a business plan; applies its specialist evidence, decisions, and acceptance tests instead of neighbouring pipeline skills.

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12 Risk Analysis · peterbamuhigire bundle
Use when producing or reviewing the 12 risk analysis component of a business plan; applies its specialist evidence, decisions, and acceptance tests instead of neighbouring pipeline skills.

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Idea Testing · peterbamuhigire bundle
Use when a business idea, offer, or market hypothesis still needs proof. Use the relevant plan-section skill for section drafting.

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14 AI Integration · peterbamuhigire bundle
Use when producing or reviewing the 14 ai integration component of a business plan; applies its specialist evidence, decisions, and acceptance tests instead of neighbouring pipeline skills.

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Meta Valuation · peterbamuhigire bundle
Use when valuing a company through DCF, market multiples, venture methods, sensitivity ranges, dilution, or transaction terms. Use financial projections for model construction.

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04 Market Analysis · peterbamuhigire bundle
Use 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.

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1006 published skills · page 4 of 11