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peterbamuhigire

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1. ▌
   02 Runbook · peterbamuhigire bundle

   Use when producing or updating service operations runbook for diagnosis, mitigation, recovery, escalation, verification, and evidence. Use deployment-guide for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
   0 installs
2. ▌
   02 Business Case · peterbamuhigire bundle

   Use when decision-makers need a go/no-go business case with cost, benefit, risk, timing, assumptions, and sensitivity evidence; use vision-statement for direction, lean-canvas for early hypotheses, and PRD generation only after investment approval.
   0 installs
3. ▌
   01 Prd Generation · peterbamuhigire bundle

   Use when converting approved discovery evidence into a traceable PRD with objectives, prioritised features, success measures, constraints, and release scope; use vision-statement for the strategic north star and lean-canvas while assumptions still need testing.
   0 installs
4. ▌
   02 Test Plan · peterbamuhigire bundle

   Use when producing or updating a detailed test plan with cases, data, environments, schedule, ownership, traceability, and exit evidence. Use test-strategy for programme-level test policy; this skill owns executable test planning.
   0 installs
5. ▌
   01 Sprint Planning · peterbamuhigire bundle

   Use when preparing a sprint goal, evidence-based team capacity, selected backlog, task breakdown, and delivery risks. Use definition-of-ready to admit individual items and definition-of-done to judge completed increments.
   0 installs
6. ▌
   05 System Overview · peterbamuhigire

   Use when every stakeholder needs a plain-language, current view of system purpose, context, major functions, constraints and actors; use vision-statement for strategic intent, PRD generation for product requirements, and high-level-design for technical architecture.
   0 installs
7. ▌
   03 Vision Statement · peterbamuhigire bundle

   Use when a project needs a concise strategic north star defining target users, problem, differentiated value, success and scope boundaries; use lean-canvas to test uncertain assumptions and PRD generation to specify approved product behaviour.
   0 installs
8. ▌
   03 Test Report · peterbamuhigire bundle

   Use when producing or updating evidence-backed test report for executed results, defects, coverage, deviations, residual risk, and release recommendation. Use test-plan for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
   0 installs
9. ▌
   06 Ccb Charter · peterbamuhigire

   Use when establishing a Change Control Board's scope, membership, quorum, decision rights, evidence requirements, records, and escalation. Use change-impact-analysis for a specific change and sign-off-ledger for decisions.
   0 installs
10. ▌
    12 AI Model Card · peterbamuhigire bundle

    Use when a production AI feature needs a version-specific model card covering purpose, data, evaluation, limitations, bias, intended use, prohibited use and operational pins; use AI architecture for system design and evaluation artefacts as evidence inputs.
    0 installs
11. ▌
    02 Definition Of Done · peterbamuhigire bundle

    Use when defining observable completion criteria for code, tests, documentation, review, and deployment readiness. Use definition-of-ready for pre-sprint admission and formal-review-gates for lifecycle approvals.
    0 installs
12. ▌
    01 User Manual · peterbamuhigire bundle

    Use when producing role-based, task-oriented operating guidance for an implemented product. Use installation-guide for setup, FAQ for concise recurring answers, and release-notes for version deltas.
    0 installs
13. ▌
    02 Audit Report · peterbamuhigire bundle

    Use when independently assessing controls or delivery evidence and issuing read-only findings, severity, scope limits, and corrective actions. Use risk-assessment for prospective risk analysis and compliance-documentation to author control artefacts.
    0 installs
14. ▌
    28 Anti AI Slop · peterbamuhigire

    Use when producing any SRS, requirement, design, test, ADR, document, or code artefact; apply continuously and at the pre-ship gate to prevent generic, unverified, template-shaped output. Use 29-ai-slop-audit for independent detection and grading.
    0 installs
15. ▌
    01 Test Strategy · peterbamuhigire bundle

    Use when producing or updating project test strategy for risk-based test levels, test types, environments, tooling, entry criteria, and exit criteria. Use test-plan for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
16. ▌
    03 Definition Of Ready · peterbamuhigire bundle

    Use when defining the evidence a backlog item needs before sprint commitment, including acceptance criteria, sizing, dependencies, and design clarity. Use definition-of-done for completion criteria and sprint-planning for the sprint commitment.
    0 installs
17. ▌
    29 AI Slop Audit · peterbamuhigire

    Use when independently reviewing a concrete artefact for AI slop after a major iteration, on an audit or critique request, or before release. Produce evidence-backed findings and a grade; use 28-anti-ai-slop during production to prevent defects.
    0 installs
18. ▌
    04 Database Design · peterbamuhigire bundle

    Use when approved requirements and access patterns need an entity model, normalised schema, keys, constraints, indexes, tenancy, retention and migration plan; use HLD for ownership and accounting-engine-design for ledger invariants.
    0 installs
19. ▌
    04 Release Notes · peterbamuhigire bundle

    Use when communicating a verified version delta, including features, fixes, breaking changes, migration steps, compatibility, and known issues. Use user-manual for durable product operation and baseline-delta for controlled document changes.
    0 installs
20. ▌
    07 Baseline Delta · peterbamuhigire

    Use when recording the exact approved differences between controlled baselines, including affected artefacts, rationale, evidence, migration, and rollback. Use change-impact-analysis before approval and release-notes for customer-facing changes.
    0 installs
21. ▌
    10 Saas Mvp Scoping Doc · peterbamuhigire bundle

    Use when an early-stage or new SaaS product line needs a tightly bounded v1, one acquisition channel, explicit cuts, escape-velocity measures and a feature-triage log; use lean-canvas while the customer problem is still untested and PRD generation for the approved v1.
    0 installs
22. ▌
    02 Low Level Design · peterbamuhigire bundle

    Use when an approved HLD needs implementation-ready module, class, sequence, state, algorithm and error contracts; use high-level-design for system boundaries, api-specification for external APIs, and database-design for persistence structures.
    0 installs
23. ▌
    05 UX Specification · peterbamuhigire bundle

    Use when approved user journeys need testable information architecture, interaction patterns, states, accessibility, design-system rules, usability evidence and handoff specifications; use UX content and form specification for copy and validation detail.
    0 installs
24. ▌
    12 AI Cost Runbook · peterbamuhigire bundle

    Use when producing or updating AI cost operations runbook for cost signals, budgets, attribution, anomaly response, containment, and current price evidence. Use slo-and-error-budget for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
25. ▌
    04 Risk Assessment · peterbamuhigire bundle

    Use when identifying, analysing, treating, and accepting project or system risks with evidence-backed likelihood and impact. Use change-impact-analysis for a proposed change and audit-report for retrospective control findings.
    0 installs
26. ▌
    09 Sign Off Ledger · peterbamuhigire

    Use when maintaining an immutable, attributable record of review, approval, rejection, conditions, scope, and date. Use formal-review-gates to define gate criteria and waiver-management for exceptions.
    0 installs
27. ▌
    14 AI Agent Strategy Doc · peterbamuhigire bundle

    Use when a product may ship tool-using AI agents and needs to decide agent versus workflow, autonomy levels, tiered capabilities, action-catalogue advantage and sequencing; use AI feature strategy for the wider AI portfolio and agent architecture after approval.
    0 installs
28. ▌
    01 High Level Design · peterbamuhigire bundle

    Use when approved requirements need a system-level architecture with boundaries, components, critical flows, deployment topology and ADRs; use system-overview for stakeholder orientation, low-level-design for module internals, and infrastructure-design for scored infrastructure depth.
    0 installs
29. ▌
    03 API Specification · peterbamuhigire bundle

    Use when approved behaviours must become a versioned external or service API contract with operations, schemas, authentication, errors, idempotency and OpenAPI evidence; use HLD for service boundaries and LLD for internal implementation.
    0 installs
30. ▌
    07 Iot System Design · peterbamuhigire bundle

    Use when approved requirements involve devices, sensors, gateways, edge processing or operational technology and need end-to-end connectivity, identity, lifecycle, safety and fleet operations; use HLD for the wider system context.
    0 installs
31. ▌
    01 Deployment Guide · peterbamuhigire bundle

    Use when producing or updating deployment guide for release prerequisites, migration choreography, verification, rollback, and ownership. Use runbook for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
32. ▌
    03 Monitoring Setup · peterbamuhigire bundle

    Use when producing or updating monitoring and alerting specification for service indicators, dashboards, alerts, ownership, and runbook links. Use slo-and-error-budget for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
33. ▌
    13 AI Agent Slo Doc · peterbamuhigire bundle

    Use when defining AI agent SLOs for task success, safe action completion, intervention, budget, latency, abandonment, and recovery; use ai-hallucination-slo-doc for answer factuality and citation quality.
    0 installs
34. ▌
    14 AI Agent Runbook · peterbamuhigire bundle

    Use when producing or updating AI-agent operations runbook for agent health, pauses, retries, replay, tool failures, containment, and operator authority. Use incident-response-runbook for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
35. ▌
    04 Retrospective Template · peterbamuhigire bundle

    Use when facilitating a sprint retrospective that turns evidence into owned, time-bound improvement actions. Use sprint-planning for forward commitment and audit-report for an independent compliance review.
    0 installs
36. ▌
    17 AI Adr Catalogue · peterbamuhigire bundle

    Use when maintaining a catalogue of consequential AI architecture, model, data, evaluation, safety, and provider decisions. Use architecture-decision-records for general ADRs and ai-agent-adr-catalogue for autonomous-agent decisions.
    0 installs
37. ▌
    02 Coding Guidelines · peterbamuhigire bundle

    Use when producing or updating project coding guidelines for language and framework conventions, enforceable checks, examples, and exceptions. Use technical-specification for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
38. ▌
    05 Go Live Readiness · peterbamuhigire bundle

    Use when producing or updating go-live readiness assessment for evidence-based release gates, owners, waivers, rollback readiness, and launch decision. Use deployment-guide for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
39. ▌
    08 Waiver Management · peterbamuhigire

    Use when documenting, approving, monitoring, expiring, or closing a time-bound exception to a requirement or control. Use risk-assessment to evaluate exposure and sign-off-ledger to record the accountable decision.
    0 installs
40. ▌
    06 AI Economic Value Brief · peterbamuhigire bundle

    Use when an AI feature, agent, RAG workflow, predictive product or automation proposal needs business outcomes, data readiness, evaluation, operating cost, risk and delivery evidence before PRD or architecture work; use AI feature strategy for portfolio sequencing.
    0 installs
41. ▌
    13 AI Feature Strategy Doc · peterbamuhigire bundle

    Use when a SaaS or digital product needs to choose, tier and sequence AI features, separate table stakes from differentiation, decide build versus buy, and define an AI moat; use AI economic value brief for a single initiative's value proof and AI architecture spec for implementation.
    0 installs
42. ▌
    04 Contribution Guide · peterbamuhigire bundle

    Use when producing or updating repository contribution guide for branching, commits, pull requests, review gates, CI expectations, and exception handling. Use coding-guidelines for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
43. ▌
    06 AI Agent Eval Spec · peterbamuhigire bundle

    Use when evaluating a multi-step AI agent for task success, tool selection, budgets, intervention, recovery, and side-effect evidence; use ai-eval-harness-spec for single-call or non-agentic AI feature evaluation.
    0 installs
44. ▌
    11 AI Architecture Spec · peterbamuhigire bundle

    Use when approved AI features need architecture decisions for direct calls, RAG, fine-tuning or agents, plus model gateway, knowledge stores, evaluation, observability and tenant security; use HLD for the whole system and agent architecture for tool-using runtimes.
    0 installs
45. ▌
    04 Infrastructure Docs · peterbamuhigire bundle

    Use when producing or updating infrastructure documentation for topology, environments, dependencies, configuration ownership, recovery, and change controls. Use deployment-guide for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
46. ▌
    15 AI Rca Taxonomy Doc · peterbamuhigire bundle

    Use when producing or updating AI root-cause taxonomy for stable failure families, tags, examples, detection links, and mitigation pointers. Use incident-postmortem for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
47. ▌
    02 Installation Guide · peterbamuhigire bundle

    Use when documenting verified prerequisites, installation, configuration, validation, upgrade, and uninstall procedures. Use user-manual for post-install operation and release-notes for version-specific migration changes.
    0 installs
48. ▌
    01 Traceability Matrix · peterbamuhigire bundle

    Use when mapping requirements to designs, tests, evidence, releases, and approvals so gaps and orphan artefacts are visible. Use baseline-delta for version-to-version changes and evidence-pack-builder to package proof.
    0 installs
49. ▌
    05 Formal Review Gates · peterbamuhigire bundle

    Use when defining or operating evidence-based lifecycle review gates, entry criteria, decision rights, outcomes, and remediation. Use sign-off-ledger to record approvals and waiver-management for time-bound exceptions.
    0 installs
50. ▌
    06 Infrastructure Design · peterbamuhigire bundle

    Use when a scored decision gate shows that availability, scale, distributed deployment, security or recovery needs infrastructure design beyond the HLD; use HLD for logical architecture and deployment planning for release execution.
    0 installs
51. ▌
    04 AI Eval Harness Spec · peterbamuhigire bundle

    Use when specifying a reusable AI feature evaluation harness with datasets, graders, thresholds, calibration, regression gates, and run evidence; use ai-agent-eval-spec for multi-step tool-using agent evaluation.
    0 installs
52. ▌
    05 Saas Growth Experiment Doc · peterbamuhigire bundle

    Use when specifying a SaaS product, pricing, onboarding, or lifecycle experiment with a hypothesis, primary metric, sample logic, guardrails, stop rule, instrumentation, and decision rule. Use retrospective-template for team process learning.
    0 installs
53. ▌
    03 Dev Environment Setup · peterbamuhigire bundle

    Use when producing or updating development environment setup guide for repeatable prerequisites, installation, configuration, build, and verification steps. Use deployment-guide for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
54. ▌
    05 AI Red Team Test Plan · peterbamuhigire bundle

    Use when red-teaming an AI feature or model for prompt injection, unsafe output, privacy, bias, and abuse with deterministic safety oracles; use ai-agent-red-team-test-plan for tool actions and autonomous side effects.
    0 installs
55. ▌
    10 Evidence Pack Builder · peterbamuhigire

    Use when assembling indexed, traceable, integrity-checked evidence for a review, audit, release, or acceptance decision. Use traceability-matrix to expose coverage and audit-report to assess the assembled evidence.
    0 installs
56. ▌
    16 AI Data Flow And Dpia · peterbamuhigire bundle

    Use when mapping AI data flows and assessing privacy necessity, lawful basis, risks, controls, residual risk, and consultation triggers. Use DPA/privacy-doc-set for contractual documents and responsible-ai-declaration for broader AI governance.
    0 installs
57. ▌
    07 Premium Product Positioning · peterbamuhigire bundle

    Use when a commercial product, client-facing system, SaaS, app or executive workflow must justify premium pricing through buyer trust, proof, service quality and materially better experience; use vision-statement for broad direction and UX specification for interface detail.
    0 installs
58. ▌
    14 AI Feature Prd Spec · peterbamuhigire bundle

    Use when converting an approved AI feature strategy into testable PRD requirements for quality, latency, cost, abstention, citations, consent, and evaluation; use ai-feature-strategy-doc for portfolio choices.
    0 installs
59. ▌
    03 Story Mapping · peterbamuhigire bundle

    Use when arranging an existing backlog into user activities, a walking skeleton, and release slices; use backlog-prioritization for economic ordering after the map exists.
    0 installs
60. ▌
    06 Change Impact Analysis · peterbamuhigire

    Use when assessing a proposed change against baselines, requirements, architecture, security, privacy, tests, operations, schedule, and cost before authorisation. Use baseline-delta to record the approved delta and CCB-charter for governance.
    0 installs
61. ▌
    19 AI Agent Adr Catalogue · peterbamuhigire bundle

    Use when recording agent-specific decisions about autonomy levels, planners, tools, approvals, memory, supervision, reversibility, and audit logs. Use ai-adr-catalogue for non-agent AI decisions and architecture-decision-records for general architecture.
    0 installs
62. ▌
    16 Accounting Engine Design · peterbamuhigire

    Use when approved money-flow requirements need SDS/HLD/LLD for an embedded accounting engine with append-only journals, posting service, periods, reversals, idempotency, subledgers, rebuilds and audit trail; consult the finance doctrine and use database-design for general persistence.
    0 installs
63. ▌
    01 Technical Specification · peterbamuhigire bundle

    Use when producing or updating implementation-ready technical specification for module contracts, interfaces, data schemas, dependencies, and requirement traceability. Use coding-guidelines for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
64. ▌
    10 AI Hallucination Slo Doc · peterbamuhigire bundle

    Use when defining an AI hallucination SLO for factuality, citation validity, abstention, severity, sampling, error budget, and release response; use saas-slo-and-error-budget-doc for ordinary service reliability.
    0 installs
65. ▌
    15 AI Agent Rollout Runbook · peterbamuhigire bundle

    Use when promoting an AI agent from shadow through supervised to bounded autonomy with action gates, evidence, kill switches, bake periods, and rollback authority; use ai-feature-rollout-runbook for non-agentic AI features.
    0 installs
66. ▌
    03 Compliance Documentation · peterbamuhigire bundle

    Use when producing a governed compliance document set from verified obligations, controls, owners, evidence, review cadence, and approvals. Use audit-report for independent findings and regulator-overlap-mapping for cross-regime reuse.
    0 installs
67. ▌
    08 Engineering Strategy Brief · peterbamuhigire bundle

    Use when major HLD, platform, SaaS, AI, public-sector or modernisation work needs a concise diagnosis, guiding policies, operating mechanisms, ADR agenda and implementation sequence; use HLD after strategy choices are approved.
    0 installs
68. ▌
    14 AI Agent Architecture Spec · peterbamuhigire bundle

    Use when an approved tool-using AI agent needs a runtime loop, state machine, memory tiers, planner, dispatcher, durability, kill switch and tenant isolation; use AI architecture for non-agent AI services and multi-agent coordination only when several agents share a task.
    0 installs
69. ▌
    12 Saas Pricing And Packaging Spec · peterbamuhigire bundle

    Use when a SaaS product needs testable tiers, a value metric, feature gates, expansion mechanics, freemium decision, grandfathering and price-change policy; use business-case for investment viability and PRD generation for feature requirements.
    0 installs
70. ▌
    Retail Operating Model Srs · peterbamuhigire

    Use when specifying retail, omnichannel, POS, merchandising, pricing, promotions, fulfilment, returns, shrink, loyalty, vendor funding, or store operations; use embedded-accounting-engine-srs for the shared ledger core.
    0 installs
71. ▌
    10 Full Coverage Saas Seeding · peterbamuhigire bundle

    Use when specifying, planning, tracing, or reviewing realistic synthetic SaaS demo data and application-workflow test coverage for an SRS, PRD, test plan, release gate, or go-live evidence pack.
    0 installs
72. ▌
    11 AI Feature Rollout Runbook · peterbamuhigire bundle

    Use when rolling out a non-agentic AI feature through offline, shadow, limited, and wider exposure with evaluation gates, bake periods, rollback triggers, and owners; use ai-agent-rollout-runbook for autonomy changes.
    0 installs
73. ▌
    20 AI Agent Soc2 Control Pack · peterbamuhigire bundle

    Use when mapping an L1+ AI agent to SOC 2 trust-services controls, implementation evidence, sampling, testing, exceptions, and owners. Use ISO 27001 or HIPAA control packs for those frameworks and evidence-pack-spec for collection rules.
    0 installs
74. ▌
    11 Saas Moat And Defensibility Plan · peterbamuhigire bundle

    Use when a SaaS product needs an evidence-based defensibility plan covering integrations, owned channels, switching costs, proprietary data, brand or network effects; use competitive discovery for market facts and MVP scoping for initial release boundaries.
    0 installs
75. ▌
    01 Initialize Srs · peterbamuhigire bundle

    Use when creating the Waterfall SRS workspace, selecting the specification structure, and establishing identifiers and source context; use context-engineering after initialisation to model boundaries and actors.
    0 installs
76. ▌
    06 Logic Modeling · peterbamuhigire bundle

    Use when formalising decisions, calculations, state transitions, constraints, and exception logic for Waterfall requirements; use descriptive-modeling for narrative flows and views.
    0 installs
77. ▌
    07 AI Agent Red Team Test Plan · peterbamuhigire bundle

    Use when red-teaming a tool-using AI agent for action abuse, privilege escalation, memory poisoning, runaway loops, irreversible effects, and kill-switch failure; use ai-red-team-test-plan for non-agentic model behaviour.
    0 installs
78. ▌
    08 Accounting Engine Test Plan · peterbamuhigire

    Use when producing or updating accounting-engine test plan for ledger invariants, posting, reversal, period control, reconciliation, migration, and audit evidence. Use test-plan for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
79. ▌
    13 AI Incident Severity Matrix · peterbamuhigire bundle

    Use when producing or updating AI incident severity matrix for severity criteria, impact dimensions, escalation, containment, notification, and downgrade rules. Use incident-response-runbook for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
80. ▌
    20 AI Agent Compliance Runbook · peterbamuhigire bundle

    Use when producing or updating AI-agent compliance operations runbook for control testing, evidence collection, drills, audit-window operations, and remediation. Use agent-runbook for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
81. ▌
    22 AI Agent Hipaa Control Pack · peterbamuhigire bundle

    Use when mapping a PHI-touching AI agent to HIPAA Security Rule safeguards, minimum-necessary access, BAA duties, evidence, testing, and breach handling. Use ISO 27001 or SOC 2 packs for those frameworks.
    0 installs
82. ▌
    25 AI Agent Evidence Pack Spec · peterbamuhigire bundle

    Use when defining AI-agent compliance evidence items, sources, collection, sampling, integrity, chain of custody, retention, redaction, presentation, and auditor access. Use evidence-pack-builder to assemble a specific pack and control packs to define obligations.
    0 installs
83. ▌
    15 Game Product And Production Brief · peterbamuhigire bundle

    Use when defining a game's player promise, product hypotheses, platform options, production model, vertical-slice evidence, commercial boundaries, or greenlight decision before detailed requirements.
    0 installs
84. ▌
    16 AI Agent Feature Prd Spec · peterbamuhigire bundle

    Use when defining testable product requirements for an agent's task scope, autonomy, budgets, intervention, success, and irreversible-action gates; use ai-agent-strategy-doc for portfolio strategy.
    0 installs
85. ▌
    02 Acceptance Criteria · peterbamuhigire bundle

    Use when formalising deterministic Given-When-Then acceptance criteria for existing user stories; use user-story-generation when the backlog or personas have not yet been defined.
    0 installs
86. ▌
    14 AI Incident Response Runbook · peterbamuhigire bundle

    Use when producing or updating AI incident response runbook for detection, classification, containment, evidence preservation, recovery, and communication. Use incident-postmortem for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
87. ▌
    13 Saas Dpa And Privacy Doc Set · peterbamuhigire bundle

    Use when drafting a SaaS privacy notice, DPA, processing schedule, subprocessor disclosure, retention terms, and data-subject procedures from verified flows and legal review. Use trust-center-document-pack for public assurance material.
    0 installs
88. ▌
    Hybrid Synchronization · peterbamuhigire bundle

    Use when synchronising a Water-Scrum-Fall project so Agile backlog items, DoR/DoD, and delivery evidence remain tied to the approved baseline; use requirements-management for baseline change control itself.
    0 installs
89. ▌
    07 Saas Tenant Lifecycle Runbook · peterbamuhigire bundle

    Use when producing or updating SaaS tenant-lifecycle runbook for provisioning, suspension, reactivation, export, deletion, isolation, and evidence. Use runbook for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
90. ▌
    08 Saas Slo And Error Budget Doc · peterbamuhigire bundle

    Use when defining SaaS availability, latency, tenant-impact SLIs, error budgets, burn alerts, exclusions, and response policy; use monitoring-setup to specify collection, dashboards, and alert implementation.
    0 installs
91. ▌
    21 Accounting Operations Runbook · peterbamuhigire

    Use when producing or updating accounting operations runbook for opening balances, close, ledger integrity, reconciliation incidents, rebuilds, controls, and audit evidence. Use runbook for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
92. ▌
    06 Saas Onboarding Journey Spec · peterbamuhigire bundle

    Use when specifying a SaaS aha event, activation milestones, segmented paths, nudges, measurement sources, and drop-off interventions. Use customer-success-playbook for ongoing intervention and user-manual for product procedures.
    0 installs
93. ▌
    05 Architecture Decision Records · peterbamuhigire bundle

    Use when recording a consequential architecture choice, context, options, rationale, consequences, owner, and supersession path. Use ai-adr-catalogue for AI-system decisions and formal-review-gates for approval checkpoints.
    0 installs
94. ▌
    14 AI Responsible AI Declaration · peterbamuhigire bundle

    Use when documenting an AI feature's intended use, limits, human oversight, evaluation, data, safety, fairness, transparency, and accountability. Use ai-data-flow-and-dpia for privacy risk and responsible-ai-addendum for agent-specific controls.
    0 installs
95. ▌
    01 User Story Generation · peterbamuhigire bundle

    Use when decomposing approved features into INVEST user stories, epics, story points, and initial acceptance criteria; use acceptance-criteria when stories already exist and only test oracles are needed.
    0 installs
96. ▌
    07 Attribute Mapping · peterbamuhigire bundle

    Use when assigning priority, source, rationale, risk, stability, verification method, owner, and other governed attributes to requirements; use traceability-engineering for lifecycle links.
    0 installs
97. ▌
    08 Semantic Auditing · peterbamuhigire bundle

    Use when performing a read-only semantic audit for ambiguity, contradiction, undefined terms, weak modals, and inconsistent requirement language; use requirements-validation for the full multidisciplinary gate.
    0 installs
98. ▌
    09 Use Case Modeling · peterbamuhigire bundle

    Use when specifying actor-goal use cases with preconditions, main flow, alternatives, exceptions, postconditions, and trace links; use user-story-generation for Agile backlog items.
    0 installs
99. ▌
    17 AI Incident Evidence Pack Spec · peterbamuhigire bundle

    Use when producing or updating AI incident evidence-pack specification for capture, chain of custody, retention, redaction, reproducibility, and handover. Use incident-response-runbook for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
    0 installs
100. ▌
     09 AI Agent User Disclosure Pack · peterbamuhigire bundle

     Use when preparing user-facing disclosures for an AI agent's capabilities, limits, data use, autonomy, approvals, escalation, and incident contact. Use responsible-ai-addendum for internal governance and DPA language for contractual processing terms.
     0 installs