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1. ▌
   Content Writing 4 · peterbamuhigire bundle

   Use when Content Writing Skill is needed to produce a content writing deliverable for social-media or digital-marketing work; use `caption-writer` when its narrower outcome is requested.
   9 installs
2. ▌
   Premium Commercial Writing 3 · peterbamuhigire bundle

   Use when revising proposals, executive summaries, case studies, business documents, or articles for proof-led premium commercial writing; use premium-client strategy for positioning and pricing skill for fee defence.
   5 installs
3. ▌
   Anti AI Slop 4 · peterbamuhigire

   Use when producing any proposal or bid content to prevent generic, unverified, template-like writing in real time; use ai-slop-audit instead to grade an existing artefact after a major iteration.
   4 installs
4. ▌
   AI Slop Audit 4 · peterbamuhigire

   Use when auditing an existing proposal artefact for AI slop after a major iteration or before submission; use anti-ai-slop instead as the live drafting guardrail.
   8 installs
5. ▌
   Language Standards 3 · peterbamuhigire bundle

   Use when proposal content must be written or reviewed in British East African English, Francophone African French, or standard East African Kiswahili; use east-african-english for English-only tone work.
   6 installs
6. ▌
   Blog Writer 3 · peterbamuhigire bundle

   Use when drafting, revising, or finalising a publishable blog post, article, guide, case study, or thought-leadership piece; use blog-idea-generator when only topic discovery is required.
   7 installs
7. ▌
   East African English 3 · peterbamuhigire

   Use when drafting or reviewing English proposal content for Uganda, Kenya, Tanzania, or regional East African audiences; use language-standards when French or Kiswahili routing is also required.
   8 installs
8. ▌
   Blog Idea Generator 3 · peterbamuhigire bundle

   Use when generating and prioritising blog topics, editorial angles, or a topic-ideas file from client, audience, search, and website context; use blog-writer only after an idea is selected.
   8 installs
9. ▌
   Skill Writing 4 · peterbamuhigire bundle

   Use when creating or upgrading a portable Linux operations skill in this engine; distinguishes authoring contracts from executing `linux-sysadmin` workflows and from the read-only `skill-safety-audit` review gate.
   8 installs
10. ▌
    Skill Safety Audit 4 · peterbamuhigire

    Use when reviewing a new or changed skill package for unsafe installers, credential collection, hidden execution, unjustified privilege, or policy bypass; this read-only gate does not replace domain code review or `skill-writing` conformance work.
    8 installs
11. ▌
    Kaizen Improvement System 4 · peterbamuhigire bundle

    Use when auditing or improving the Linux operations engine, linux-sysadmin skills, or any server, network, security, observability, automation, backup, database, or recovery product it produces.
    5 installs
12. ▌
    Update Claude Documentation 4 · peterbamuhigire

    Update project documentation files (README.md, PROJECT_BRIEF.md, TECH_STACK.md, ARCHITECTURE.md, docs/API.md, docs/DATABASE.md, CLAUDE.md) when significant changes occur. Use for feature additions, architecture changes, dependency updates, API/database modifications. Ensures consistency across all docs.
    9 installs
13. ▌
    Doc Architect 4 · peterbamuhigire bundle

    Generate Triple-Layer AGENTS.md documentation by scanning a project for its tech stack, data directory, and planning directory. Use when the user asks to standardize project documentation, generate agent files, or create AGENTS.md guides.
    5 installs
14. ▌
    Electronic Fiscal Taxing 3 · peterbamuhigire bundle

    Use when designing, reviewing, or operating electronic fiscal taxation, e-invoicing, e-receipting, fiscal-device, or authority-reporting controls; load a jurisdiction reference such as Uganda EFRIS for verified local mechanics and keep tax administration separate from ledger truth.
    3 installs
15. ▌
    Anti AI Slop 3 · peterbamuhigire

    Use when producing or revising any research artefact to prevent generic, unsupported, repetitive, or mechanically styled output in real time; use ai-slop-audit to grade a concrete completed iteration independently.
    11 installs
16. ▌
    AI Slop Audit 3 · peterbamuhigire

    Use when auditing a concrete artefact for AI slop after a major iteration or before release, with evidence-backed findings, fixes, genericness score, and A/B/C/F verdict; use anti-ai-slop during production rather than for retrospective grading.
    7 installs
17. ▌
    Doc Architect 3 · peterbamuhigire bundle

    Use when generating or revising a project's triple-layer AGENTS.md documentation from observed workspace structure, technology, data, and planning evidence; do not use for general technical documentation or a single ad hoc README edit.
    5 installs
18. ▌
    Skill Writing 3 · peterbamuhigire bundle

    Use when creating or upgrading skills in this repository. Covers repository-specific frontmatter rules, progressive disclosure, reference-file strategy, validation, and the quality bar required for production-grade engineering skills.
    6 installs
19. ▌
    Excel Spreadsheets 3 · peterbamuhigire bundle

    Use when creating, importing, repairing, or validating Excel workbooks with formulas, tables, charts, controls, and professional formatting; use python-document-generation for multi-format application exports.
    9 installs
20. ▌
    Skill Safety Audit 3 · peterbamuhigire

    Use when performing a read-only safety review of a new or changed skill for credential harvesting, unsafe installers, hidden mutation, excessive permissions, unknown tools, or instruction conflicts; use skill-writing for structural quality and source-verification for factual claims.
    7 installs
21. ▌
    Validation Contract 3 · peterbamuhigire bundle

    Use when authoring or normalising a specialist skill, or preparing to ship a feature or release — defines the seven evidence categories every specialist skill must declare against and provides the canonical Release Evidence Bundle template. The contract spine that turns scattered validation skills into a coherent ship-readiness check.
    6 installs
22. ▌
    East African English 2 · peterbamuhigire

    Use when English content must sound natural and professional for East African readers; apply British-influenced regional usage after the content-owning skill, but route translation or substantive content strategy elsewhere.
    7 installs
23. ▌
    Project Requirements 3 · peterbamuhigire

    Use when a guided discovery interview must produce requirements, business rules, user types, and workflows for a new SaaS project; use systems-process-requirements when formal traceability, interfaces, states, and acceptance criteria are the primary need.
    11 installs
24. ▌
    Markdown Lint Cleanup 3 · peterbamuhigire

    Use when Markdown files need mechanical lint repair for headings, list spacing, fences, and whitespace without changing meaning; use a writing or editing skill when prose or structure needs substantive revision.
    12 installs
25. ▌
    00 Meta Initialization 3 · peterbamuhigire bundle

    Use when starting a scaffolded research workspace that needs an explicit project profile, methodology, audience-output matrix, wave roadmap, and dispatch gate; do not use for routine work inside an already initialised project.
    7 installs
26. ▌
    Professional Word Output 3 · peterbamuhigire bundle

    Use when producing or quality-checking a polished Microsoft Word document with controlled styles, pagination, tables, figures, and render evidence; use manual-guide for end-user content and python-document-generation for automated multi-format exports.
    10 installs
27. ▌
    Skill Composition Standards 3 · peterbamuhigire bundle

    Use when defining or reviewing how multiple skills compose through shared house style, input/output artifacts, evidence declarations, and reference boundaries; use skill-writing for one skill's authoring workflow and skill-taxonomy-and-routing for catalogue placement.
    4 installs
28. ▌
    Update Claude Documentation 3 · peterbamuhigire bundle

    Use when an authorised implementation or repository change requires affected project documentation, agent guidance, architecture notes, API/database docs, examples, or status records to be reconciled with the current code; use skill-writing for skill contracts rather than project documentation.
    9 installs
29. ▌
    00 Client Intake 2 · peterbamuhigire

    Use 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.
    7 installs
30. ▌
    Language Standards 2 · peterbamuhigire

    Use 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.
    12 installs
31. ▌
    Blog Writer 2 · peterbamuhigire bundle

    Use when the user asks for a blog article, blog post, or publishable long-form website content. Use content-writing for general copy and blog-writer for a complete article.
    6 installs
32. ▌
    Content Writing 3 · peterbamuhigire

    Use when drafting or editing website copy of any kind. Use content-writing for general copy and blog-writer for a complete article.
    10 installs
33. ▌
    Demand Forecasting 2 · peterbamuhigire bundle

    Use 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.
    6 installs
34. ▌
    Blog Idea Generator 2 · peterbamuhigire bundle

    Use when the user wants blog topic ideas, editorial angles, or a content pipeline. Use content-writing for general copy and blog-writer for a complete article.
    9 installs
35. ▌
    Kaizen Improvement System 3 · peterbamuhigire

    Use when auditing or improving the business-plan engine or any business plan, strategy, model, pitch, nonprofit plan, or execution framework it produces.
    9 installs
36. ▌
    Premium Commercial Writing 2 · peterbamuhigire bundle

    Use when the artifact must persuade a buyer, lender, investor, partner, board, grant committee, or premium client. Use content-writing for general copy and blog-writer for a complete article.
    9 installs
37. ▌
    Saas Managed Visual Assets 2 · peterbamuhigire bundle

    Use when implementing or reviewing Super Admin or tenant-scoped managed visual assets—background image pools, light/dark logos, or favicons—with secure upload, preview, ordering, activation, replacement, quotas, and audit evidence.
    4 installs
38. ▌
    Markdown Lint Cleanup 2 · peterbamuhigire

    Use when fixing Markdown lint failures, heading structure, list spacing, code-fence languages, or local formatting consistency without changing document meaning.
    9 installs
39. ▌
    Web App Security Audit 2 · peterbamuhigire bundle

    Use when auditing a PHP/JavaScript/HTML web application for security vulnerabilities. Covers configuration, authentication, authorization, input validation, XSS, API security, HTTP headers, and dependency scanning. Produces a severity-rated audit...
    13 installs
40. ▌
    AI Agent Memory Erasure Proof 2 · peterbamuhigire bundle

    Use when proving agent-memory erasure was complete and verifiable for GDPR / CCPA / POPIA / KE DPA requests — the 9-step cascade verification job emits a signed-off evidence pack. Pairs with `ai-agent-memory` (three-tier memory + erasure cascade) and `saas-tenant-data-portability-and-erasure` (tenant-level erasure pipeline).
    5 installs
41. ▌
    AI Agent Runtime Architecture 2 · peterbamuhigire bundle

    Use when designing multi-tenant agent runtimes, control loops, state machines, retries, idempotency, step caps, durable resumability, scheduling, cancellation, and workflow boundaries.
    10 installs
42. ▌
    Android Data Persistence 2 · peterbamuhigire bundle

    Use when designing Android local storage, Room migrations, DataStore preferences, or offline API synchronisation; use android-development for broader application structure.
    6 installs
43. ▌
    Validation Contract 2 · peterbamuhigire bundle

    Use when authoring or normalising a specialist skill, or preparing to ship a feature or release — defines the seven evidence categories every specialist skill must declare against and provides the canonical Release Evidence Bundle template. The contract spine that turns scattered validation skills into a coherent ship-readiness check.
    11 installs
44. ▌
    Kubernetes Platform 2 · peterbamuhigire bundle

    Use when running Kubernetes as a platform team — bootstrapping self-managed clusters on Debian/Ubuntu, designing multi-tenant RBAC, enforcing Pod Security and resource quotas, and operating cluster lifecycle (upgrades, certs, etcd, ingress, cert-manager, metrics-server). Self-managed first, cloud-managed second.
    7 installs
45. ▌
    Frontend Performance 2 · peterbamuhigire bundle

    Use when defining, implementing, or auditing frontend performance for web apps and SaaS frontends; produces a per-flow performance budget, measurement plan tied to SLOs, and CI regression gate. Use api-design-first for API shape and observability-monitoring for server SLOs.
    12 installs
46. ▌
    Content Writing 2 · peterbamuhigire bundle

    Use when writing or reviewing website copy, articles, headlines, ledes, persuasive content, readability, or scannable structure.
    5 installs
47. ▌
    AI Agent Commercial Operations 2 · peterbamuhigire bundle

    Use when pricing, billing, refunding, recognizing revenue, or packaging commercial terms for agentic AI services and outcomes.
    6 installs
48. ▌
    AI Agent Governance And Limits 2 · peterbamuhigire bundle

    Use when defining agent budgets, step limits, reversibility, blast-radius controls, kill switches, and governance policy for agentic AI systems.
    5 installs
49. ▌
    AI Observability And Debugging 2 · peterbamuhigire bundle

    Use when building the observability stack for AI features in a multi-tenant SaaS — prompt/response tracing, semantic logging, replay tooling, "show me why this answer", per-stage latency/cost breakdown, ticket→trace tie-back, and dashboards that answer the operational questions (which tenant, which feature, which prompt version, which model).
    8 installs
50. ▌
    Frontend Architecture 2 · peterbamuhigire

    Use when turning a design system, product requirement, or frontend codebase into a maintainable component, content, state, and delivery architecture with measurable quality gates.
    8 installs
51. ▌
    Python Modern Standards 2 · peterbamuhigire bundle

    Use when writing, reviewing, or distributing Python applications, including PyInstaller, auto-py-to-exe, Nuitka, frozen desktop executables, multi-tool suites, installers, and CI release builds. Defines the Python baseline and routes executable packaging to its desktop-distribution automation.
    3 installs
52. ▌
    AI Assisted Development 2 · peterbamuhigire bundle

    Use when coordinating AI-assisted planning, implementation, review, modernisation, documentation, human approval, CI evidence, or bounded multi-agent software work.
    3 installs
53. ▌
    World Class Engineering 2 · peterbamuhigire bundle

    Use when designing, building, reviewing, or upgrading production software systems that must be secure, performant, maintainable, scalable, and user-centered. Apply before writing specs, code, architecture, APIs, databases, mobile apps, SaaS platforms, or ERP systems.
    9 installs
54. ▌
    Linux Security Hardening 2 · peterbamuhigire bundle

    Use when hardening or auditing Debian and Ubuntu hosts for identity, sudo, PAM, MFA, permissions, AppArmor, auditd, kernel, patching, integrity, boot, encryption, and CIS controls.
    5 installs
55. ▌
    Mysql Operations 2 · peterbamuhigire bundle

    Use when administering, tuning, backing up, restoring, monitoring, or troubleshooting MySQL production systems. Load absorbed MySQL administration and query-performance reference files for operational runbooks, indexes, replication, and incident response.
    6 installs
56. ▌
    Product Discovery 2 · peterbamuhigire bundle

    Use when testing whether a product, feature, or workflow deserves investment through risk framing, prototypes, research, and build-pivot-kill decisions.
    4 installs
57. ▌
    Saas Admin Backoffice Tooling 2 · peterbamuhigire bundle

    Use when designing audited SaaS back-office impersonation, tenant lifecycle, billing overrides, bulk actions, or audit controls.
    9 installs
58. ▌
    Saas Rate Limiting And Quotas 2 · peterbamuhigire bundle

    Use when designing per-tenant rate limits, quota algorithms, enforcement points, plan caps, fair queueing, or usage reporting.
    9 installs
59. ▌
    Saas Sso Scim Enterprise Auth 2 · peterbamuhigire bundle

    Use when implementing tenant-scoped SAML or OIDC SSO, SCIM provisioning, custom domains, IP allowlists, or enterprise auth migration.
    3 installs
60. ▌
    Mysql Engineering 2 · peterbamuhigire bundle

    Use when designing, implementing, or reviewing MySQL application schemas, SQL, indexes, constraints, stored routines, and production query patterns. Load absorbed MySQL best-practice, data-modeling, and advanced-SQL reference files as needed.
    11 installs
61. ▌
    Infrastructure As Code 2 · peterbamuhigire bundle

    Use when provisioning or changing cloud infrastructure with Terraform or Ansible — modules, remote state with S3 native locking, workspaces vs directory-per-env, common AWS patterns, idempotent Ansible roles for Debian/Ubuntu, GitOps with ArgoCD/Flux, drift detection, and Vault secret injection.
    4 installs
62. ▌
    Mobile Game Design 2 · peterbamuhigire bundle

    Use when designing or validating a mobile game's player fantasy, core loop, touch controls, sessions, onboarding, accessibility, progression, economy, retention, and ethical monetisation; use engine skills for implementation.
    5 installs
63. ▌
    Csharp Dotnet Development 2 · peterbamuhigire bundle

    Use when building, reviewing, modernising, or debugging C# and .NET applications, including ASP.NET Core, EF Core, background services, concurrency, .NET MAUI, testing, packaging, and AI integration.
    10 installs
64. ▌
    Excel Spreadsheets 2 · peterbamuhigire bundle

    Use when generating or validating professional Excel workbooks, formulas, imports, charts, formatting, macros, or spreadsheet deliverables.
    7 installs
65. ▌
    Product Led Growth 2 · peterbamuhigire bundle

    Use when designing PLG motions for a SaaS product — freemium tiers, PQL definition, activation flows with time-to-value targets, in-app upgrade prompts, viral loops, NPS surveys, feature flags for gradual rollout, and PostHog-based product analytics for funnel and cohort tracking.
    5 installs
66. ▌
    Multi Tenant Saas Architecture 2 · peterbamuhigire bundle

    Use when designing tenant isolation, panel boundaries, zero-trust authorization, audit trails, or tenant permission overrides.
    10 installs
67. ▌
    Advanced Testing Strategy 2 · peterbamuhigire bundle

    Use when designing or reviewing test strategy for production systems, APIs, mobile apps, SaaS platforms, ERP workflows, and AI-enabled systems. Covers unit, integration, contract, end-to-end, regression, release-gate, and risk-based testing decisions.
    5 installs
68. ▌
    Kaizen Improvement System 2 · peterbamuhigire bundle

    Use when auditing or improving this engineering engine or a product it produces. Coordinates evidence-backed baselines, small experiments, standardisation, and re-audits without replacing domain skills.
    5 installs
69. ▌
    AI Agent Multi Agent Coordination 2 · peterbamuhigire bundle

    Use when designing systems where multiple agents collaborate on one task — supervisor/worker, debate, plan-execute, peer handoff. Covers handoff message contracts, shared scratchpad, conflict resolution, deadlock detection, and the cost/SLA discipline that keeps multi-agent setups from spiralling.
    5 installs
70. ▌
    AI Agent Observability Evaluation 2 · peterbamuhigire bundle

    Use when measuring, evaluating, replaying, evidencing, or tracking success for AI agent tasks, steps, traces, and outcomes.
    9 installs
71. ▌
    Reliability Engineering 2 · peterbamuhigire bundle

    Use when designing or reviewing production reliability for APIs, SaaS platforms, background jobs, distributed workflows, mobile backends, or AI-enabled systems. Covers timeout and retry policy, degradation, queue safety, incident readiness, and recovery-aware design.
    5 installs
72. ▌
    Accounting Engine 2 · peterbamuhigire bundle

    Use when designing, implementing, or reviewing an embedded accounting engine with append-only ledgers, mapped postings, idempotency, reversals, period locks, audit trails, and integrity tests.
    9 installs
73. ▌
    Game Testing Polish 2 · peterbamuhigire bundle

    Use when planning or executing game QA, playtesting, balance, usability, compatibility, accessibility, localisation, save migration, regression, bug triage, polish prioritisation, alpha, beta, or release-candidate gates.
    12 installs
74. ▌
    It Proposal Writing 2 · peterbamuhigire bundle

    Use when planning, drafting, reviewing, or strengthening an IT proposal, win strategy, decision basis, pricing narrative, or persuasive structure.
    3 installs
75. ▌
    Git Collaboration Workflow 2 · peterbamuhigire bundle

    Use when planning branch strategy, making commits, reviewing diffs, resolving conflicts, preparing pull requests, or shipping releases. Covers trunk-friendly collaboration, commit hygiene, conflict recovery, and CI-linked release discipline.
    8 installs
76. ▌
    AI Entitlements And Feature Gating 2 · peterbamuhigire

    Use when defining or enforcing which plan unlocks which AI model tier, generation quota, context limit, tool permission, tenant override, or upgrade behaviour.
    8 installs
77. ▌
    Observability Monitoring 2 · peterbamuhigire bundle

    Use when designing or reviewing logs, metrics, traces, alerts, SLOs, dashboards, audit events, or production telemetry for web apps, APIs, SaaS platforms, mobile backends, and AI systems. Covers instrumentation strategy, diagnosis-first telemetry, alert quality, and operational visibility.
    5 installs
78. ▌
    Java Enterprise Development 2 · peterbamuhigire bundle

    Use when building, reviewing, diagnosing, or modernising Java/JVM systems with Spring Boot/Batch/Security OIDC, Jakarta EE, Hibernate query performance, jOOQ, Maven/Gradle, modular Java ERP, Quarkus, GraalVM, WebLogic, Oracle JDBC, Kubernetes, JFR, or javax.persistence-to-jakarta.persistence migration; pair with cross-cutting specialists.
    5 installs
79. ▌
    Skill Composition Standards 2 · peterbamuhigire bundle

    Use when authoring, normalising, or reviewing skills that must follow the repository house style, capability boundaries, input/output contracts, decision rules, references, and composition gates.
    5 installs
80. ▌
    Update Claude Documentation 2 · peterbamuhigire bundle

    Use when significant implementation, architecture, API, database, routing, or planning changes require aligned project documentation and verified examples.
    9 installs
81. ▌
    AI Agent Drill Evidence And Cadence 2 · peterbamuhigire bundle

    Use when capturing kill-switch, red-team, and eval-drift drills as audit-ready compliance evidence — minimum-cadence enforcement, pass/fail recording, and cross-link to the incident drill skill. Turns drills from operational exercises into SOC 2 / ISO 27001 / HIPAA evidence rows with signed packs.
    6 installs
82. ▌
    Database Reliability 2 · peterbamuhigire bundle

    Use when defining database SLOs, error budgets, backup verification, capacity policy, incident response, game days, or MySQL and PostgreSQL on-call practice.
    8 installs
83. ▌
    Saas Entitlements And Plan Gating 2 · peterbamuhigire bundle

    Use when designing SaaS entitlements, plan limits, gate placement, tenant overrides, upgrade discovery, or runtime permission resolution.
    7 installs
84. ▌
    AI Agent Approval Audit Completeness 2 · peterbamuhigire bundle

    Use when checking that every irreversible agent action has signed approval evidence linked to the action audit log, and producing an approval-gap register or audit evidence pack.
    6 installs
85. ▌
    Microservices Architecture 2 · peterbamuhigire bundle

    Use when designing, reviewing, or refactoring microservice boundaries, communication, service ownership, deployment independence, resilience, and distributed data flows. Load absorbed microservices fundamentals, models, communication, and resilience references as needed.
    4 installs
86. ▌
    System Architecture Design 2 · peterbamuhigire bundle

    Use when defining or reviewing software architecture for web apps, mobile backends, SaaS platforms, APIs, distributed systems, or major features. Covers bounded contexts, module decomposition, contracts, failure handling, ADRs, and scalability tradeoffs.
    9 installs
87. ▌
    Postgresql Operations 2 · peterbamuhigire bundle

    Use when administering, tuning, backing up, restoring, monitoring, or troubleshooting PostgreSQL production systems. Load the absorbed PostgreSQL administration and performance reference files for operational runbooks, query tuning, vacuum, replication, and incident response.
    6 installs
88. ▌
    Multicurrency And Fx 2 · peterbamuhigire

    Use when implementing IAS 21 multicurrency accounting: functional currency, presentation currency, transaction currency, exchange-rate tables, settlement, realised and unrealised forex gains or losses, revaluation, and currency-safe ledger design.
    9 installs
89. ▌
    Game 3d Asset Pipeline 2 · peterbamuhigire bundle

    Use when directing or producing game-ready 3D environments, characters, props, materials, rigs, animations, LODs, collisions, lighting assets, or DCC-to-engine imports; mobile budgets must come from target-device measurement.
    7 installs
90. ▌
    Mobile Platform Operations 2 · peterbamuhigire bundle

    Use when coordinating cross-platform mobile store assets, signing, RBAC operations, release planning, and Android/iOS evidence; use native release skills for platform-specific gates.
    7 installs
91. ▌
    Saas Lifecycle Email Orchestration 2 · peterbamuhigire bundle

    Use when designing SaaS lifecycle email triggers, branches, suppression, churn signals, upgrades, reactivation, referrals, or attribution.
    34 installs
92. ▌
    Implementation Status Auditor 2 · peterbamuhigire bundle

    Use when auditing actual software implementation status against requirements, plans, schemas, integrations, tests, and release evidence, with a prioritised completion blueprint.
    9 installs
93. ▌
    AI Agent Sla And Customer Commitments 2 · peterbamuhigire bundle

    Use when defining agent SLAs, customer commitments, SLA dashboards, credits, support promises, and service evidence for agentic AI products.
    7 installs
94. ▌
    Postgresql Engineering 2 · peterbamuhigire bundle

    Use when designing, implementing, or reviewing PostgreSQL application data models, SQL, indexes, constraints, extensions, server-side routines, and production query patterns. Load the absorbed PostgreSQL reference files for fundamentals, advanced SQL, schema patterns, and server programming.
    6 installs
95. ▌
    Avalonia Desktop Development 2 · peterbamuhigire

    Use when building or reviewing cross-platform .NET desktop apps with Avalonia UI, AXAML, MVVM, compiled bindings, virtualised lists, accessibility, headless tests, WebViews, or Windows and macOS packaging. Use csharp-dotnet-development for non-UI .NET architecture.
    10 installs
96. ▌
    Mobile Game Performance 2 · peterbamuhigire bundle

    Use when establishing or enforcing mobile-game frame-time, memory, loading, storage, network, battery, thermal, rendering, physics, AI, audio, and asset budgets through physical-device profiling; not for speculative optimisation.
    6 installs
97. ▌
    Real Time Game Graphics 2 · peterbamuhigire bundle

    Use when designing or diagnosing a game's render pipeline, shaders, materials, lighting, shadows, visibility, post-processing, GPU resources, frame graph, graphics API, or visual-performance trade-offs; use game-3d-asset-pipeline for content and mobile-game-performance for measured budgets.
    5 installs
98. ▌
    Unreal Game Development 2 · peterbamuhigire bundle

    Use when building or restructuring an Unreal Engine game with C++, Blueprints, Gameplay Framework classes, replication, assets, packaging, automation, or Unreal-specific profiling and release evidence.
    10 installs
99. ▌
    Product Strategy Vision 2 · peterbamuhigire bundle

    Use when defining product vision, strategic choices, product principles, OKRs, outcome roadmaps, or an innovation-of-meaning direction.
    5 installs
100. ▌
     AI Feature Rollout And Experimentation 2 · peterbamuhigire bundle

     Use when planning a controlled AI-feature rollout or experiment in multi-tenant SaaS: tenant/user feature flags, percentage and canary cohorts, holdout metrics, A/B tests of prompts or models, eval and SLO gates, automatic rollback, tenant opt-out and consent, or shadow mode for risky changes.
     9 installs