The library

keep-churn · CS and Account teams managing a cohort of accounts where some are showing clear risk signals and you need systematic interventions, not panic.

campaign-orchestrator · Teams launching integrated campaigns across 3+ channels where coordination and measurement consistency determine success vs fragmentation.

competitor-monitor · Competitive intelligence teams monitoring 3-8 competitors across multiple dimensions, where early signal detection enables strategic response before competitor moves fully execute.

community-discovery · Founder-led product discovery and early-stage growth where authentic community participation builds user feedback loops and early adopters before scaling to paid channels.

sales-weekly · Sales teams that need automated weekly account reviews and Salesforce sync.

skv18-t-p3-synthesis · Orchestrating multi-stage parallel reviews with schema-enforced output and iterative refinement.

api-e2e · Orchestrating multi-stage parallel reviews with schema-enforced output and iterative refinement.

campaign-plan · Creating a comprehensive, ready-to-execute campaign plan when you have a clear goal, audience, and timeline but need guidance on messaging, channels, and content calendar.

brand-storytelling · Founders and marketing teams who need a coherent narrative and proof strategy for website, pitch, and team alignment — not a full launch campaign.

generate-brand-context · New SEO projects or teams setting up initial brand context before keyword research, content creation, or SEO optimization workflows.

weekly-review · Operators using structured weekly review as part of GTD who want automated synthesis of daily execution + blockers into a high-level weekly summary.

create-dashboard · Assembling a quick real-time monitoring dashboard that reads from an agent's database when one exists — not for complex multi-database UX or heavy interactivity.

finance-report · Generating templated financial reports with multiple input sources consolidated.

azure-pricing · Estimating cloud costs with multi-parameter pricing calculator.

comparison-analysis · Quick categorical comparison analysis when data is spread across Excel sheets and visual charts (bar + pie) help identify distribution patterns.

sales-report-pdf · Sales leaders sharing pipeline health with executives or board members in formatted deck format

copy-editing · Tightening existing copy when the core idea is solid; most effective for teams with brand guidelines already in place.

sprint-planning · PMs and team leads planning sprints that don't overcommit and have clear, measurable success criteria.

programmatic-seo · SaaS and marketplaces with proprietary data (user profiles, product catalogs, local services) needing to scale content to 1000+ pages without manual writing.

design-handoff · Eliminating back-and-forth design questions by specifying every interaction, state, and edge case upfront in one doc.

riligar-dev-website-seo · Reusing a single website template across multiple consultants/founders without manual JSON-LD or sitemap rewrites.

legal-privacy · Quickly generating legally compliant privacy policies from website scanning when manual drafting is infeasible.

dev-workflow · Orchestrating end-to-end ticket-to-PR cycles with parallel code review and automated fix loops.

phase-d-todo-sweep · Mass-clearing unimplemented functions by porting real bodies from Zig specifications.

phase-b2-cycle · Systematically ungating and verifying large codebases tier-by-tier with 2-vote bug detection.

phase-f-accessor-sweep · Eliminating unsafe pointer derefs by adding safe accessors with adversarial review cycles.

test-chat-modes · Comparing LLM retrieval strategies (KG vs vector, HyDE vs plain) with factual accuracy judges.

phase-h-portnotes-survey · Classifying and proposing refactors for port-compatibility workarounds across large systems.

phase-h-windows-bughunt-wt · Finding Windows-specific bugs through adversarial 2-vote hunts against Zig spec references.

pre-deploy-sweep · Gating production deployments with parallel excellence checks (build, links, a11y, SEO, brand).

comparison-audit · Automating multi-phase task execution with agents.

short_snake_case · Automating multi-phase task execution with agents.

phase-d-recursive-ungate · Automating multi-phase task execution with agents.

auto-elevate-discover · Automating multi-phase task execution with agents.

sales-adlynews · Indie newsletter publishers monetizing via sponsorships who want verified metrics + easy listing vs negotiating sponsorships individually

sales-attio · Small-to-mid-market (1-50 seat) teams exiting HubSpot/Salesforce who value flexible data modeling and API-first integration over enterprise compliance (SOC 2) requirements

my-workflow · Automating multi-phase task execution with agents.

standup · Engineers and PMs who need to keep leadership informed without writing essays, and want their updates actually read instead of skimmed (because every sentence moves someone toward a decision or clarity).

meeting-notes · Distributed teams with recurring 1:1s and staff meetings who need consistent follow-through tracking across hundreds of calls

gtm-plan · Early-stage founders who need to discover which GTM channel works for their archetype through rapid, low-cost experiments instead of guessing.

financial-model-architect · Building dynamic financial models from natural language descriptions when templates don't fit.

aba-brand-system · AI Builder Academy design work where restrained, dark, editorial aesthetic must be maintained across marketing and product surfaces—consistency becomes credibility.

newsletter-writer · Newsletter writers balancing curation with editorial voice—when you want reusable structure that ensures consistency while keeping content fresh.

skillboss-cold-email · Drafting high-touch, personalized cold outreach that passes opt-in compliance and achieves higher reply rates.

corporate-finance-basics · Teaching finance fundamentals to non-specialists through interactive, tailored instruction.

find-recruiting-firm · Business procuring an external recruiting or staffing firm (RPO, executive search, contingent staffing) to handle hiring.

find-seo-agency · Company hiring an external SEO agency to own search strategy—narrow scope vs. find-marketing-agency.

retro · Engineering teams running retrospectives who want data-driven insights from git history supplemented by team feedback.

sprint-health · Scrum masters and engineering leads running daily standups who need a quick health check with clear red/yellow/green signals.

sprint-plan · Scrum masters facilitating sprint planning who need a structured template to fill capacity, identify risks, and align the team on goals.