skills/domain-delivery/project-management/SKILL.md | PM frameworks, governance, reporting, steering committees |
skills/domain-delivery/change-management/SKILL.md | OCM frameworks, adoption strategies, resistance management |
skills/domain-delivery/monitoring-and-evaluation/SKILL.md | Log frames, results frameworks, KPIs, theory of change |
skills/domain-delivery/stakeholder-engagement/SKILL.md | Stakeholder mapping, consultation approaches, communication plans |
skills/domain-delivery/capacity-building/SKILL.md | Training models, ToT, knowledge transfer, skills sustainability |
skills/domain-delivery/gender-and-social-inclusion/SKILL.md | GESI frameworks, gender mainstreaming, disability and youth inclusion |
skills/domain-delivery/environmental-and-social-safeguards/SKILL.md | ESIA, environmental management plans, World Bank ESF, AfDB ISS |
skills/domain-delivery/data-management/SKILL.md | Data collection, MIS design, data governance, data protection law |
skills/strategy-positioning/website-design-proposal-strategy/SKILL.md | Website philosophy, UX/content/SEO methodology, stack explanation, costing, QA, launch, handover, and support |
skills/strategy-positioning/ai-transformation-proposal/SKILL.md | AI applications, automation, agents, analytics, governance, evaluation, operations, and maintenance proposals |
skills/strategy-positioning/premium-client-proposal-strategy/SKILL.md | Executive, enterprise, affluent, high-ticket, premium, and strategic transformation proposal positioning |
skills/strategy-positioning/premium-pricing-and-value-defense/SKILL.md | Premium fee justification, value stack, commercial options, and price defence |
skills/writing-content/premium-commercial-writing/SKILL.md | Premium commercial writing quality for proposals, cover letters, executive summaries, case studies, business documents, and public content |
skills/strategy-positioning/sales-discovery-and-objection-handling/SKILL.md | Discovery questions, qualification, buyer concerns, objection handling, and follow-up logic |
skills/strategy-positioning/service-design-proposal-strategy/SKILL.md | Journey mapping, service blueprints, co-creation, service implementation, and experience redesign |
skills/strategy-positioning/proposal-storytelling-and-evaluator-journey/SKILL.md | Narrative spine, evaluator journey, case stories, design rationale, and presentation logic |
skills/strategy-positioning/customer-service-and-maintenance-proposals/SKILL.md | Support, maintenance, SLAs, escalation, incident response, customer success, and post-launch optimisation |
skills/domain-delivery/sustainability-planning/SKILL.md | Exit strategies, institutional embedding, ownership transfer |
skills/domain-delivery/risk-management/SKILL.md | Risk registers, mitigation frameworks, escalation triggers |
skills/domain-delivery/business-analysis-tools/SKILL.md | SWOT, PESTLE, gap analysis, benchmarking, cost-benefit analysis, maturity models, prioritisation matrices |
skills/domain-delivery/consulting-frameworks/SKILL.md | Problem structuring, financial analysis, strategy frameworks, operations frameworks, communication structures |
skills/domain-delivery/accounting-finance-advisory/SKILL.md | World-class finance/accounting proposal sections, project financial management, accounting, bookkeeping, ERP finance, controls, audit evidence, tax, donor/grant finance, financial modelling, and finance transformation |
skills/domain-delivery/retail-transformation-proposal/SKILL.md | Retail, omnichannel, e-commerce operations, POS, merchandising, pricing, promotions, markdowns, loyalty, CRM, fulfilment, returns, store operations, shrink, vendor terms, private label, planogram, new-store opening, and retail KPI/WBR proposals |
skills/strategy-positioning/embedded-accounting-engine-proposal/SKILL.md | Embedded ledger/accounting engine proposals that replace routine external bookkeeping software and produce audit-ready reports |
skills/strategy-positioning/critical-analysis-business-logic/SKILL.md | Cross-cutting serious analysis, evaluator logic, business sense, feasibility, and achievability gate |
skills/meta/anti-ai-slop/SKILL.md | Real-time anti-slop guardrail on every section while writing: specificity floor, verify-before-write, authored voice, cover the hard parts, banned vocabulary |
skills/meta/ai-slop-audit/SKILL.md | Per-section and per-iteration slop audit; grades A/B/C/F with evidence and fixes; grade F blocks submission; also the final gate before assembly |
skills/saas-proposals/saas-discovery-and-qualification/SKILL.md | SaaS discovery: ICP, Critical Event, pain chain, impact per role, decision process (consensus vs hierarchy), MEDDPICC qualification gate |
skills/saas-proposals/saas-business-case-and-roi-modeling/SKILL.md | SaaS business case: TCO vs on-premise, time-to-value, CAC payback, LTV uplift, ROI, NPV, sensitivity, Rule of 40 for investor-grade buyers |
skills/saas-proposals/saas-pricing-and-packaging-proposal/SKILL.md | SaaS pricing and packaging: subscription, usage, hybrid, enterprise tiering, expansion, freemium, paid trial, price-increase clauses |
skills/saas-proposals/saas-implementation-methodology/SKILL.md | End-to-end SaaS implementation methodology: control plane, application plane, tenant isolation, data partitioning, observability, billing integration, cost attribution, onboarding automation |
skills/saas-proposals/saas-poc-and-pilot-scoping/SKILL.md | SaaS POC and pilot scoping: hypothesis, success criteria, exit criteria, time-box, decision gate |
skills/saas-proposals/saas-procurement-and-security-questionnaire/SKILL.md | Procurement path, security questionnaire pack, DPA / MSA / SLA, data residency, sub-processors, exit clauses |
skills/saas-proposals/saas-customer-success-and-adoption-proposal/SKILL.md | Customer success engagement package: onboarding, activation, success plan, QBR, expansion plays, save plays, health scoring |
skills/saas-proposals/saas-mutual-action-planning-and-close-plans/SKILL.md | Mutual Action Plan from selection to go-live to value realisation; close plan from BAFO to signature |
skills/saas-proposals/saas-vertical-positioning/SKILL.md | Vertical positioning for financial services, insurance, public sector, healthcare, education, and other priority verticals |
skills/saas-proposals/saas-objection-handling-and-competitive-displacement/SKILL.md | Objections (price, risk, vendor lock, build-in-house, AI, adoption) and competitive displacement (incumbent renewal, point solution, build, open-source, do-nothing) |
skills/saas-proposals/saas-lifecycle-communications-as-deliverable/SKILL.md | Lifecycle programs (acquisition, activation, engagement, expansion, retention, advocacy) as priced workstreams |
skills/saas-proposals/saas-trust-and-compliance-credentials-section/SKILL.md | Trust and Compliance section: security, privacy, certifications, sub-processors, BCDR, audit, exit clauses, insurance |
skills/saas-proposals/saas-multi-tenant-architecture-credibility-block/SKILL.md | Methodology-grade content block proving SaaS architectural literacy: control plane, application plane, tenant isolation, tenant context, cost attribution |
skills/saas-proposals/saas-pilot-to-rollout-change-management/SKILL.md | SaaS mindset transition: per-tenant operations, continuous release, customer success replaces installation services, recurring revenue model |
skills/ai-on-saas-proposals/ai-on-saas-combined-methodology/SKILL.md | Headline AI-on-SaaS methodology: three planes (control / application / AI), phases, gates, binary AI acceptance criteria, Responsible-AI commitment hook |
skills/ai-on-saas-proposals/ai-on-saas-discovery-and-qualification/SKILL.md | Eight AI-on-SaaS qualifying lines: workflow-AI fit, data, hallucination tolerance, AI maturity, change-readiness, regulator, model-provider posture, tenant variation |
skills/ai-on-saas-proposals/ai-on-saas-business-case-and-roi/SKILL.md | AI ROI that resists hype: AI Value Stack, AI Cost Stack, eval-margin, cost-of-tokens P50/P90/P99, three-scenario ROI, downside scenarios |
skills/ai-on-saas-proposals/ai-on-saas-pricing-and-packaging-proposal/SKILL.md | Five AI pricing patterns, model-by-tier, fair-use, price-increase indexed and capped, FX clause, worked examples |
skills/ai-on-saas-proposals/ai-on-saas-poc-and-pilot-scoping/SKILL.md | AI POC with binary eval criteria, golden dataset, model-selection matrix, hallucination ceiling, abstain logic, exit gates, abort fee |
skills/ai-on-saas-proposals/ai-on-saas-risk-and-responsible-ai/SKILL.md | Ten-entry AI risk register and Responsible-AI commitment with named accountable role (AI Safety Lead) |
skills/ai-on-saas-proposals/ai-on-saas-compliance-credentials/SKILL.md | AI Trust and Compliance subsection: EU AI Act, NCAIS, NAIS, AI Policy KE/NG/ZA/UG/RW, ISO 42001/23894, NIST AI RMF, model cards, eval CI, hallucination SLO, red-team, sub-processor disclosure, region routing, sovereign-AI |
skills/ai-on-saas-proposals/ai-on-saas-procurement-and-questionnaire/SKILL.md | Eight-domain AI procurement answer pack: model providers and sub-processors, training-data posture, retention and deletion, region routing, sovereign-AI, eval and hallucination, safety and abuse, governance and redress |
skills/ai-on-saas-proposals/ai-on-saas-change-management-and-adoption/SKILL.md | AI mindset transition: trust staging (shadow → confirm → supervised → auto), augment-vs-replace framing, HITL design with named human authority, retraining cadence communications, union / regulator communications |
skills/ai-on-saas-proposals/ai-on-saas-team-composition/SKILL.md | AI-on-SaaS roster: irreducible AI trio (AI Safety Lead, Eval Engineer, MLOps) plus ML Lead, Prompt Engineer, RAG Engineer, Data Engineer (AI), AI Change Lead, with RACI, ramp curve, blended-rate considerations |
skills/ai-on-saas-proposals/ai-on-saas-vertical-positioning/SKILL.md | Vertical AI plays: financial services (model-risk management), insurance (claims-AI HITL), public sector (sovereign-AI), healthcare (non-diagnostic clinician-in-the-loop), education (minor-data + instructor-in-the-loop), customer support (containment honesty + agent-assist) |
skills/ai-agent-proposals/ai-agent-methodology/SKILL.md | Headline AI-agent methodology: eight phases (Discover → Action-Catalogue → Architecture for Autonomy → Build → Shadow → Supervised → Agentic → Operate); gates per phase; binary agentic acceptance; eval + red-team; kill-switch and drill; multi-agent orchestration where applicable |
skills/ai-agent-proposals/ai-agent-discovery-and-qualification/SKILL.md | Agent-vs-Workflow Filter (5 tests), L0–L5 Autonomy Ladder, ten agent-specific discovery lines (workflow fit, autonomy target, action catalogue, oversight, success metric, irreversibility tolerance, accountability, scope-confinement, regulator exposure, operational readiness), Agentic Qualification Scorecard |
skills/ai-agent-proposals/ai-agent-business-case-and-roi/SKILL.md | Agent ROI: Agent Value Stack + Agent Cost Stack, tasks-per-FTE-saved with intervention discount, cost per outcome at P50/P90/P99, three-scenario model keyed to autonomy ramp, downside scenarios (irreversible-incident, regulator action, intervention overshoot, scope-creep, model-price shock) |
skills/ai-agent-proposals/ai-agent-pricing-and-packaging-proposal/SKILL.md | Six agent pricing patterns (per-resolution / per-outcome / per-step / per-agent / hybrid / success-based), intervention credit, vendor cost pass-through with margin floor, fair-use, abort-and-refund, autonomy-ramp clause, FX |
skills/ai-agent-proposals/ai-agent-poc-and-pilot-scoping/SKILL.md | Three-stage pilot (Shadow → Supervised → Agentic) with binary thresholds, intervention-rate ceiling, irreversible-action ceiling, scope-confinement, kill-switch drill, red-team pass, audit-log completeness, abort conditions, exit-to-production gate |
skills/ai-agent-proposals/ai-agent-risk-and-responsible-ai/SKILL.md | Twelve-entry agent risk register (autonomy-action, irreversibility, accountability, scope-creep, multi-agent collusion, prompt injection via tool output, memory poisoning, regulator action, kill-switch failure, identity, escalation overload, legacy-system damage), Responsible-AI Agent Commitment with named Agent Safety Lead |
skills/ai-agent-proposals/ai-agent-compliance-credentials/SKILL.md | Trust and Compliance for Agents: agentic compliance map (AI Act, NCAIS, NAIS, KE/NG/ZA/UG/RW policy, ISO 42001/23894, NIST AI RMF, sectoral), action audit log practice, irreversibility gating, intervention SLO, kill-switch architecture and drill, agent red-team catalogue, identity and impersonation, action-scope attestation, multi-agent governance, transparency-to-affected-party, sovereign-AI |
skills/ai-agent-proposals/ai-agent-procurement-and-questionnaire/SKILL.md | Ten-domain agent procurement answer pack: autonomy level and action scope, oversight and intervention, irreversibility gating, kill-switch and drill, audit log, identity / impersonation / transparency, model and tool-call sub-processors, eval / red-team / drift, multi-agent governance, incident / liability / redress |
skills/ai-agent-proposals/ai-agent-change-management-and-adoption/SKILL.md | Trust staging with named evidence (Shadow → Confirm → Supervised → Agentic), augment / redeploy / retrain framing per affected role, funded six-module supervisor retraining curriculum, union / works-council communications, agent-on-your-behalf disclosure UX, adoption metrics (intervention, override, abstain-correctness, supervisor CSAT, queue headroom, contestability case load) |
skills/ai-agent-proposals/ai-agent-team-composition/SKILL.md | Agent roster: Agent Architect, Tool Engineer, Prompt Engineer, Retrieval/Memory Engineer, Multi-Agent Orchestrator Engineer (where applicable), Agent Safety Lead, Eval Engineer, Red-Team Lead, Human-in-the-loop Designer, AI Change Lead, Agent Ops Lead, SRE for Agents; RACI; ramp curve with safety at Phase 1; Two-of-Everything buyer-side counterparts |
skills/ai-agent-proposals/ai-agent-vertical-positioning/SKILL.md | Vertical agent plays: customer support (resolution agents with containment-vs-deflection honesty), financial services (compliance / reconciliation; HITL strict; model-risk overlay), insurance (claims triage; HITL on declinature and payout), public sector (extreme caution; agents do not decide on citizens; sovereign-AI), healthcare (admin-only; clinician-final on clinical artefacts), legal (lawyer-final on filings and advice; confidentiality by tenant), operations (sandbox-first; merge-gate human; coding-agent specific eval) |
skills/ai-agent-commercial/ai-agent-sla-and-credit-schedule/SKILL.md | Bronze / Silver / Gold / Platinum SLA classes on four agent metrics (availability + task-success + intervention rate + time-to-resolve) + three guardrails (kill-switch SLA, audit-log completeness, intervention SLA); credit schedule per metric; service-credit cap by class; out-clauses for upstream model-provider force-majeure, customer-fault exclusions, regulator-pause |
skills/ai-agent-commercial/ai-agent-commercial-packaging/SKILL.md | Three packaging shapes — Included in Pro, Add-on, Standalone — with worked decision matrix, SLA-class alignment, renewal posture, eval / red-team cost recovery shape, adoption-weighted economics stress test |
skills/ai-agent-commercial/ai-agent-contract-language-pack/SKILL.md | Drop-in exhibit assembly with trade-not-give discipline — pricing exhibit, SLA exhibit, credit and refund exhibit, MSA addendum, abandonment-and-refund policy, dispute resolution and audit rights, vendor cost pass-through, renewal and true-up, outcome-pricing clauses, success-definition library |
skills/ai-agent-commercial/ai-agent-success-fee-and-outcome-pricing/SKILL.md | Four outcome-pricing structures (gain-share, success-fee threshold, hybrid base-plus-success, performance-corridor) with success-definition discipline (counter-example rule, cooling-off, attribution, reversal), downside protection (base covers cost, cap on success, unit floor) |
skills/ai-agent-commercial/ai-agent-intervention-credit-and-abort-refund/SKILL.md | Intervention-credit formula on Unit Fees with stepped tables, customer-facing monthly statement format, five abort-and-refund triggers (irreversible-action at agency fault, intervention overshoot 60 days, regulator action, model-provider sustained outage, audit-log breach), pro-rata refund formula |
skills/ai-agent-commercial/ai-agent-msa-and-sla-addendum-templates/SKILL.md | Eight agent-specific MSA clauses — action accountability, audit-log retention and replay, kill-switch SLA, fee-for-evidence-pack on dispute, sub-cap for irreversible-action liability, model-provider force-majeure, agent-identity warranty, intervention SLA and supervisor cost allocation — plus SLA addendum |
skills/ai-agent-commercial/ai-agent-procurement-objections-on-commercials/SKILL.md | Ten common procurement asks — no pay for failed tasks, price floor, price corridor, audit the audit log, refund if fail, unlimited liability, regulator indemnity, absorb model cost, unlimited retention, terminate at will — with trade-not-give responses |
skills/ai-agent-commercial/ai-agent-renewal-and-true-up/SKILL.md | Auto / express / hybrid renewal posture, true-up clause for volume divergence, ramp-down protection up to 15 %, autonomy-progression price-step at maturity thresholds, index-linked renewal capped at lower of CPI + 3 % and Model-Provider-Price-Index + 2 %, FX corridor for Africa-context |