| Scenario | Purpose |
C-01 Greenfield project | From idea through requirements, architecture, bootstrap, verification, and readiness |
C-02 Brownfield discovery and coherence rescue | Discover a fragmented project and align it into one coherent system |
C-03 Bug investigation and fix | Reproduce, isolate, fix, and regression-test a defect |
C-04 Safe junk and unused-code cleanup | Prove what is unused, remove it in batches, and verify nothing broke |
C-05 Behavior-preserving modernization | Plan and execute a bounded modernization |
C-06 Application security hardening | Threat model, validate vulnerabilities, remediate, and verify |
C-07 Authorized attack simulation | Validate defenses with safe staged simulation |
C-08 Specific exploit reproduction and patch proof | Reproduce one finding safely and prove the fix |
C-09 Dependency compromise response | Assess supply-chain exposure, contain, remediate, and verify |
C-10 Secret exposure response | Find exposure, rotate with authority, harden configuration, and verify |
C-11 Identity and access hardening | Analyze privilege paths and implement least privilege |
C-12 Cloud and container security hardening | Review platform controls and apply policy-backed fixes |
C-13 Data migration | Design and execute a recoverable schema or data migration |
C-14 Performance and reliability improvement | Measure bottlenecks, optimize, and harden failure behavior |
C-15 Delivery and observability repair | Make build, deployment, telemetry, alerts, and runbooks coherent |
C-16 Model and AI security hardening | Threat-model and harden model, data, serving, output, and abuse controls |
C-17 Agentic and MCP security | Review capabilities, permissions, untrusted data, and agent coordination |
C-18 Prompt-injection hardening | Identify direct and indirect injection paths and add layered controls |
C-19 Privacy and governance | Review sensitive data, obligations, retention, and controls |
C-20 UX, accessibility, localization, and brand coherence | Align experience, design system, content, and inclusive behavior |
C-21 Documentation and contributor experience | Repair knowledge, examples, troubleshooting, onboarding, and support |
C-22 Risk and debt consolidation | Create a decision-ready treatment portfolio |
C-23 Cost and sustainability review | Identify reversible efficiency improvements without weakening resilience |
C-24 Release readiness | Verify project health and communicate an authorized release decision |
C-25 Prompt suite cleanup and security refinement | Remove prompt-system junk, unpair artificial twins, strengthen tags and security, and validate the whole suite |
C-26 Deep research report | Plan, retrieve, synthesize, verify, and communicate a decision-ready research report |
C-27 Research-backed blog or article | Research an original angle and produce a fact-checked publication package |
C-28 Newsletter issue | Create a useful, on-brand newsletter with verified claims and distribution metadata |
C-29 Video essay or documentary script | Research the factual spine, build a narrative, and produce a timed visual script |
C-30 Podcast episode | Design and write a research-backed episode with segment timing and production notes |
C-31 Academic paper | Design the research and produce a citation-verified scholarly manuscript |
C-32 Literature review | Run a reproducible literature search and synthesize the field with integrity checks |
C-33 Fiction or short story | Build a coherent story system, draft, and perform literary revision |
C-34 Poetry or literary prose | Compose and refine an original literary work without generic language |
C-35 Content operating system | Design a portfolio, graph, calendar, governance, and repeatable production route |
C-36 Content repurposing graph | Turn source assets into provenance-preserving multi-format derivatives |
C-37 Brand creation | Develop positioning and produce an accessible identity and guideline system |
C-38 Brand refresh and coherence repair | Audit brand drift, refine strategy, update the system, and verify channels |
C-39 Integrated campaign | Create the strategic idea, campaign system, assets, content schedule, and measurement |
C-40 Pitch or proposal | Develop an evidence-backed case and presentation blueprint |
C-41 HTML slide deck | Design the narrative, build browser-native slides, and verify brand and export |
C-42 Analytical dashboard | Analyze the decision, build the dashboard, and verify accuracy and accessibility |
C-43 Infographic or data story | Verify the data, design the visual narrative, and produce accessible exports |
C-44 Architecture blueprint or process map | Discover the system, produce a semantic blueprint, and validate every relation |
C-45 Collaborative workshop board | Design the session and create an editable Excalidraw board |
C-46 Interactive web explainer | Research and structure the content, build the artifact, and run visual QA |
C-47 Frontend experience refinement | Audit UX and brand, polish the frontend, and verify responsive accessibility |
C-48 Event launch | Plan the event, campaign, content calendar, presentation, and run-of-show |
C-49 Workshop or offsite | Design the collaboration, whiteboard, facilitation, and follow-through |
C-50 Go-to-market plan | Research the market and produce positioning, GTM, campaign, and enablement |
C-51 Business case and financial model | Analyze data, build scenarios, and produce a decision-ready case |
C-52 Policy, SOP, or operational guide | Research obligations and produce a usable controlled document |
C-53 Program operating plan | Create a dependency-aware program plan, calendar, status, and governance loop |
C-54 Multi-format research publication | Create one evidence base and publish coordinated report, article, deck, infographic, and content graph |
C-55 One-stop creative launch | Develop brand, campaign, content, deck, web artifact, event, and schedule as one coherent system |
C-56 Course, curriculum, or learning program | Research and design the learning system, then produce and validate aligned educational materials |
C-57 Survey, interview, or research instrument | Design an ethical, analyzable instrument and connect it to the evidence and analysis plan |
C-58 Grant, funding, or sponsorship proposal | Research the opportunity and produce a compliant evidence-backed submission package |
C-59 Professional application or portfolio | Build a truthful target-specific professional package and verify cross-artifact coherence |
C-60 Executive or public communication | Create and review a high-clarity message, letter, announcement, speech, or response |
C-61 Social and community content series | Transform approved source material into platform-fit accessible short-form assets and schedule |
C-62 Learning launch and workshop | Create the curriculum, materials, deck, interactive artifact, event plan, and participant communications |
C-63 Feature delivery | Implement an approved feature across product, engineering, tests, security, documentation, and release evidence. |
C-64 Product experiment | Design a product hypothesis, controlled experiment, instrumentation, analysis, and decision record. |
C-65 Multilingual launch | Translate and transcreate an approved product or campaign package with accessibility, brand, claim, and locale verification. |
C-66 Media post-production system | Turn an approved script into a rights-aware editing, motion, audio, caption, export, and distribution blueprint. |
C-67 Content optimization loop | Connect content evidence, audience performance, editorial hypotheses, experiments, calendar changes, and verified derivatives. |
C-68 Academic review and rebuttal | Review an academic paper, verify citations and methods, then prepare a constructive review or evidence-backed rebuttal. |
C-69 SEO, AEO, and information architecture | Improve discoverability without compromising user value, factual accuracy, accessibility, or editorial quality. |
C-70 Vendor selection and onboarding | Run requirements, RFP, diligence, security, cost, proof-of-concept, contract, and implementation readiness. |
C-71 Workforce and organization plan | Connect strategy, operating model, capacity, roles, decision rights, workforce scenarios, and adoption. |
C-72 Hiring and onboarding system | Create a fair structured hiring, selection, onboarding, competency, learning, and employee communication system. |
C-73 Customer support and success system | Align support, knowledge, escalation, customer success, retention, product feedback, and lifecycle measurement. |
C-74 Negotiation preparation | Prepare evidence, interests, alternatives, objective criteria, contract questions, scenarios, and approval boundaries. |
C-75 Personal knowledge and work system | Build a minimal maintainable workflow for goals, projects, tasks, notes, learning, decisions, and reviews. |
C-76 OSINT investigation | Plan lawful collection, validate and preserve public sources, resolve entities and timelines, and issue an estimative brief. |
C-77 Cyber threat intelligence | Collect authorized defensive threat intelligence, analyze tactics and relevance, and convert it into detections and risk actions. |
C-78 Legal issue and contract review | Research a legal issue, review related clauses or policy, map obligations and uncertainty, and prepare counsel questions. |
C-79 Finance planning and board reporting | Reconcile actuals, forecast drivers and liquidity, then produce a decision-ready executive and board report. |
C-80 Accounting close and controls | Design or review close, reconciliations, evidence, controls, exceptions, and independent assurance. |
C-81 Operations excellence | Map processes, improve flow and controls, govern quality, automate stable work, and track benefits. |
C-82 Supply-chain resilience | Analyze multi-tier supply, inventory, logistics, disruptions, continuity, and executive decisions. |
C-83 Product operating system | Connect discovery, strategy, requirements, roadmap, feature delivery, experiments, release, and lifecycle learning. |
C-84 Data governance and RAG quality | Align data ownership, lineage, retrieval, freshness, permissions, grounding, and model application quality. |
C-85 Competitive intelligence and strategy | Create competitive scenarios, warning indicators, corporate portfolio choices, and executive decisions. |
C-86 Crisis and media response | Establish a verified crisis fact pattern, stakeholder communication system, media briefing, updates, and retrospective. |
C-87 Partnership and ecosystem decision | Evaluate partnership fit, economics, governance, legal terms, risk, negotiation, milestones, and exit. |
C-88 Board and executive reporting | Design and produce recurring board, executive, investor, finance, risk, strategy, and action reporting. |
C-89 Meeting-to-execution loop | Convert meetings into prepared decisions, accountable records, commitments, follow-through, and status reporting. |
C-90 Policy and regulatory response | Monitor policy, perform legal and public-affairs analysis, map stakeholders, and prepare authorized response options. |
C-91 ESG and impact report | Define materiality, data, controls, impact, rights, claims, narrative, exhibits, and exact reporting QA. |
C-92 Responsible AI review | Assess model use, data, rights, safety, security, evaluation, human oversight, monitoring, and deployment decision. |
C-93 Inclusive content transformation | Transform technical or public content into accessible, plain-language, localized, and brand-consistent variants. |
C-94 Prompt creation pipeline | Create, optimize, test, repair, document, and approve a production prompt pack. |
C-95 Professional report pipeline | Design a decision narrative, produce the report and exhibits, run factual and editorial QA, and verify exact exports. |
C-96 Organization change program | Design operating model, stakeholder engagement, adoption, employee communication, learning, and outcome tracking. |
C-97 Continuity exercise | Prepare, run, observe, and remediate a business continuity or disaster recovery tabletop exercise. |
C-98 Enterprise strategy and innovation | Connect corporate strategy, portfolio allocation, competitive scenarios, innovation experiments, and operating plans. |
C-99 Department operating plan | Create a complete department plan with mandate, outcomes, portfolio, capacity, budget, risks, governance, and reporting. |
C-100 LLM application lifecycle | Design, evaluate, secure, govern, and prepare deployment of an LLM, RAG, memory, tool, or agent application. |
C-101 Revenue operations system | Align marketing, pipeline, forecast, customer success, lifecycle measurement, automation, and management reporting. |
C-102 Fraud and abuse defense | Model fraud and abuse, identify signals and controls, test fairness and privacy, and design investigation and response. |
C-103 Executive support operating system | Design calendar, travel, briefing, correspondence, records, decision capture, confidentiality, and contingency workflows. |
