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aspectrr

@aspectrr source repo

84 published skills

  1. Caveman · aspectrr
    Ultra-compressed communication mode. Slash token usage ~75% by speaking like caveman while keeping full technical accuracy. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.
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  2. Processize · aspectrr
    Turn a product idea into a manual-first process you can start delivering today. Use when you have an idea and want to figure out how to deliver value by hand before writing any code.
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  3. Guard · aspectrr
    Maximum safety mode — combines careful (destructive command warnings) with freeze (edit scope restriction). Use when working with production systems or making sensitive changes.
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  4. Retro · aspectrr
    Weekly retrospective with developer stats, shipping streaks, test health trends, and growth opportunities. Use for weekly check-ins or when asked for a retrospective.
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  5. Canary · aspectrr
    Post-deploy monitoring loop. Watches for console errors, performance regressions, and page failures. Periodic screenshots and anomaly detection. Use after deploying to production.
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  6. Company Values · aspectrr
    Help define company values and culture for a minimalist business. Use when someone is setting up their company culture, preparing to hire, or wanting to codify what their company stands for.
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  7. Find Community · aspectrr
    Help identify and evaluate communities to build a minimalist business around. Use when someone is looking for a business idea, trying to find their community, or wondering where to start as an entrepreneur.
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  8. QA Only · aspectrr
    Same QA methodology as the qa skill but report-only — no code changes. Use when you want a pure bug report without fixes, or when reviewing someone else's work.
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  9. Marketing Plan · aspectrr
    Create a minimalist marketing plan focused on building an audience through content, not ads. Use when someone has product-market fit (~100 customers) and wants to scale with marketing, or needs a content strategy.
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  10. First Customers · aspectrr
    Create a strategy for selling to your first 100 customers using the minimalist entrepreneur playbook. Use when someone has a product and needs to find customers, or is struggling with early sales.
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  11. Unfreeze · aspectrr
    Remove the freeze/guard edit boundary. Restores unrestricted file editing.
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  12. Grow Sustainably · aspectrr
    Evaluate business decisions through the lens of sustainable, profitable growth. Use when someone is making decisions about spending, hiring, fundraising, or scaling their business.
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  13. Self Improvement · aspectrr bundle
    Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.
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  14. Guided Build · aspectrr bundle
    Teach someone how to build a real AI automation by guiding them through the architecture of whatever they want to build. The user arrives with a goal (automate customer service, turn transcripts into docs, monitor a competitor, anything). This skill turns the agent into a project lead who figures out what pieces that specific idea needs, teaches each concept as it becomes relevant, presents options with tradeoffs, and builds it with them in their actual project. Use when someone wants to build an AI automation or pipeline but doesn't know what pieces they need or how they connect. Triggers: "guided build", "teach me while building", "I want to build an AI pipeline", "help me architect", "I don't know where to start".
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  15. Business Lens · aspectrr bundle
    Business mentor and decision lens. Use when Collin asks for business advice, strategy, pricing/offer, positioning, growth/acquisition, customer-validation, or go/no-go decisions on his business — or wants to reason about how to build/grow a startup or product. Grounds every answer in his trusted sources with citations: Paul Graham essays, Alex Hormozi (offers/leads/money + YouTube), Ogilvy, Munger, The Mom Test. Searches his book library, YouTube transcripts, and cached web articles for source-backed answers.
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  16. Date Ideas · aspectrr bundle
    Plan dates from Apple Notes ideas + local venue search. Reads the "Dates", "Restaurants to visit", and "Date Fund" notes, filters by mood/timing, searches live venues and events in the Indianapolis/Carmel area, and ranks options by booking lead time. Use when planning a date, finding date ideas, or figuring out what to book before it sells out.
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  17. Redline · aspectrr
    Write documents that sound like the user by learning from (draft → final) revisions. Use when drafting, revising, or reviewing any writing — emails, PRDs, memos, proposals, blog posts, social posts — and whenever the user shares a draft alongside the version they actually sent. Stores pairs, lessons, and matchable patterns in a local SQLite db via the `redline` CLI or MCP server.
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  18. Lily · aspectrr bundle
    Read-only remote command execution via SSH for AI agents. Diagnose remote servers, check logs, inspect services, read files, and investigate issues on hosts defined in SSH config. Provides safe read-only access with strict command validation — the agent cannot bypass restrictions.
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  19. Meal Prep Discovery · aspectrr bundle
    Find + validate new meal-prep recipes for a 2-person weekly rotation. Pulls from RSS feeds, web search, TikTok/reel videos, and a recipe MCP server; scores each on reheat quality, freezer stability, hands-on time, and scale to 10-12 portions; outputs 1-3 picks as Markdown cards (+ optional CookLang .cook). Remembers your tastes across runs. Triggers on "meal prep idea", "what should I cook this week", "find a meal prep recipe", "recipe from this video/tiktok/reel", "/mealprep".
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  20. Meetings CLI · aspectrr
    Query Anarlog/hyprnote meeting sessions — full-text search (BM25) and optional semantic search (cosine similarity) across transcripts and summaries, list sessions, show notes/summaries/action items, and extract speaker utterances. Use when the user asks about meeting content, action items, decisions, or what was discussed in a specific meeting.
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  21. Newsletter From Shipping · aspectrr
    Gather a week of work from six sources (meetings, email, code, docs, tickets, sessions) and draft a newsletter teardown issue into redline, then publish after edit. Turns recent shipping into a weekly newsletter in the user's voice. Activate when the user wants to draft a newsletter from recent activity, write the weekly issue, or publish after editing.
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  22. Cold Outreach · aspectrr bundle
    Write and run cold outreach that converts. Covers sourcing targets, researching prospects, building the email, running the call-plus-email sequence, and grading every message to a 3rd grade reading level. Use when writing cold emails, planning call cadences, editing outreach copy for readability, or running any outbound sales sequence.
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  23. Prospect Research · aspectrr bundle
    Prospect Rapport Research
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  24. Kafka · aspectrr
    Kafka topic management, consumer group monitoring, message production/consumption, and cluster health diagnostics. Use when working with Kafka brokers, topics, consumer lag, or debugging pipeline issues.
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  25. Find Skills · aspectrr
    Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", or express interest in extending capabilities.
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  26. Kibana Audit · aspectrr
    Enable and configure Kibana audit logging for saved object access, logins, and space operations. Use when setting up Kibana audit, filtering events, or correlating Kibana and ES audit logs.
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  27. Log Aggregation · aspectrr
    ELK Stack deployment, Logstash pipeline building, Filebeat configuration, and Kibana dashboard setup. Use when deploying ES clusters, building logstash pipelines, configuring beats, or debugging log aggregation issues.
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  28. Kibana Connectors · aspectrr
    Create and manage Kibana connectors for Slack, PagerDuty, Jira, webhooks, and more via REST API or Terraform. Use when configuring third-party integrations or managing connectors as code.
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  29. Kibana Dashboards · aspectrr
    Create and manage Kibana Dashboards and Lens visualizations. Use when you need to define dashboards and visualizations declaratively, version control them, or automate their deployment.
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  30. Elasticsearch Esql · aspectrr
    Execute ES|QL (Elasticsearch Query Language) queries, use when the user wants to query Elasticsearch data, analyze logs, aggregate metrics, explore data, or create charts and dashboards from ES|QL results.
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  31. Elasticsearch Audit · aspectrr
    Enable, configure, and query Elasticsearch security audit logs. Use when the task involves audit logging setup, event filtering, or investigating security incidents like failed logins.
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  32. Elasticsearch Authn · aspectrr
    Authenticate to Elasticsearch using native, file-based, LDAP/AD, SAML, OIDC, Kerberos, JWT, or certificate realms. Use when connecting with credentials, choosing a realm, or managing API keys.
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  33. Elasticsearch Authz · aspectrr
    Manage Elasticsearch RBAC: native users, roles, role mappings, document- and field-level security. Use when creating users or roles, assigning privileges, or mapping external realms like LDAP/SAML.
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  34. Kibana Alerting Rules · aspectrr
    Create and manage Kibana alerting rules via REST API or Terraform. Use when creating, updating, or managing rule lifecycle (enable, disable, mute, snooze) or rules-as-code workflows.
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  35. Observability LLM Obs · aspectrr
    Monitor LLMs and agentic apps: performance, token/cost, response quality, and workflow orchestration. Use when the user asks about LLM monitoring, GenAI observability, or AI cost/quality.
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  36. Security Alert Triage · aspectrr
    Triage Elastic Security alerts — gather context, classify threats, create cases, and acknowledge. Use when triaging alerts, performing SOC analysis, or investigating detections.
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  37. Security Case Management · aspectrr
    Create, search, update, and manage SOC cases via the Kibana Cases API. Use when tracking incidents, linking alerts to cases, adding investigation notes, or managing triage output.
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  38. Elasticsearch File Ingest · aspectrr
    Ingest and transform data files (CSV/JSON/Parquet/Arrow IPC) into Elasticsearch with stream processing and custom transforms. Use when loading files or batch importing data.
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  39. Observability Logs Search · aspectrr
    Search and filter Observability logs using ES|QL. Use when investigating log spikes, errors, or anomalies; getting volume and trends; or drilling into services or containers during incidents.
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  40. Observability Service Health · aspectrr
    Assess APM service health using SLOs, alerts, ML, throughput, latency, error rate, and dependencies. Use when checking service status, performance, or when the user asks about service health.
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  41. Security Detection Rule Management · aspectrr
    Create, tune, and manage Elastic Security detection rules (SIEM and Endpoint). Use for false positives, exceptions, new coverage, noisy rules, or rule management via Kibana API.
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  42. Elasticsearch Security Troubleshooting · aspectrr
    Diagnose and resolve Elasticsearch security errors: 401/403 failures, TLS problems, expired API keys, role mapping mismatches, and Kibana login issues. Use when the user reports a security error.
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  43. Database Crm System · aspectrr bundle
    Manage DuckDB CRM data, aggressive relation-linked fields, and synced markdown documents in the workspace. Use when creating or updating objects, fields, entries, foreign-table links, row notes, or entry-linked edit logs.
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  44. Gstack Workflow · aspectrr bundle
    Structured AI-assisted development workflow with specialist roles — Think, Plan, Build, Review, Test, Ship, Reflect. Adapted from garrytan/gstack (MIT).
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  45. Browser Automation · aspectrr
    Browser automation skill - spin up a Chromium browser with the user's existing auth state for complex web tasks.
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  46. Pinchtab · aspectrr
    Browser automation for general web browsing, reading blogs, Googling, and extracting website information. Use PinchTab when you need to interact with websites that don't have dedicated MCP servers. For Reddit tasks, use reddit-mcp. For LinkedIn tasks, use linkedin-mcp - NEVER use PinchTab for LinkedIn. Use PinchTab for: (1) Searching Google and browsing search results, (2) Reading blogs and articles, (3) General web surfing when no dedicated tool exists, (4) Taking screenshots of websites, (5) Extracting text content from pages, (6) Testing websites or debugging web issues.
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  47. Crm Debug · aspectrr
    Debugging CRM objects not showing entries despite data existing in database
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  48. QA · aspectrr
    Systematically QA test a web application and fix bugs found. Three tiers: Quick (critical/high only), Standard (+ medium), Exhaustive (+ cosmetic). Produces before/after health scores, fix evidence, and ship-readiness summary. Use when testing a feature, finding bugs, or verifying deployments.
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  49. App Builder · aspectrr
    Build and manage DenchClaw apps — self-contained web applications that run inside the workspace with access to DuckDB data, workspace objects, AI chat, and the full DenchClaw platform API.
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  50. Actions · aspectrr
    Actions — Executable Buttons on CRM Objects
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  51. Reports · aspectrr
    Report generation with .report.json format, interactive chart types (bar, line, area, pie, donut, radar, scatter, funnel), panel sizes, filter types, inline chat reports, and post-report checklist.
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  52. Ship · aspectrr
    Release engineering — sync main, run tests, audit coverage, push branch, open PR. Bootstraps test frameworks if needed. One command from "code complete" to "PR ready for review".
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  53. Linkedin MCP · aspectrr
    LinkedIn MCP Server
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  54. Composio Apps · aspectrr
    Connected app tool recipes for Composio integrations (Gmail, Slack, GitHub, Notion, Google Calendar, Linear)
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  55. Documents · aspectrr
    Document management with markdown files, always-on entry documents linked through the documents table, and mutation/edit logs for CRM entries. Use when creating or updating row notes, entry notes, detail pages, or document-linked CRM content.
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  56. Freeze · aspectrr
    Restrict file edits to one directory. Prevents accidental changes outside scope while debugging or working on a focused task. Use when you want to scope edits to a specific module or directory.
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  57. Review · aspectrr
    Pre-landing PR review. Analyzes diff for SQL safety, race conditions, LLM trust boundary violations, conditional side effects, and structural issues. Auto-fixes obvious issues, asks about complex ones. Use when reviewing code before merge, or when asked for "code review".
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  58. Investigation · aspectrr
    Investigation Skill
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  59. Careful · aspectrr
    Safety guardrails — warns before destructive commands. Activate by saying "be careful" or when working with production systems. Warns on: rm -rf, DROP TABLE, force-push, git reset --hard, DELETE without WHERE.
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  60. Benchmark · aspectrr
    Performance benchmarking. Baseline page load times, Core Web Vitals, and resource sizes. Compare before/after on every PR. Catch bundle size regressions before they ship.
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  61. Views Filters · aspectrr
    .object.yaml format and template, view type settings (kanban, calendar, timeline, gallery, list), saved views with filter operators, and date format rules.
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  62. Linkedin Outreach · aspectrr
    LinkedIn Outreach - ELK Engineer & VP Pipelines
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  63. Minimalist Review · aspectrr
    Review any business decision, plan, or strategy through the minimalist entrepreneur lens. Use when someone wants a gut-check on a business decision, wants to simplify their approach, or needs to decide between options.
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  64. Prospect Workflow · aspectrr bundle
    SKILL.md — VP Prospect Research Workflow
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  65. Object Builder · aspectrr
    Full 3-step workflow for creating workspace objects (SQL → filesystem → verify), CRM patterns for common object types, kanban boards, and the post-mutation checklist.
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  66. Investigate · aspectrr
    Systematic root-cause debugging. Four phases: investigate, analyze, hypothesize, implement. Iron Law: no fixes without root cause investigation first. Use when debugging errors, unexpected behavior, or troubleshooting.
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  67. Office Hours · aspectrr
    YC Office Hours — forcing questions that reframe the product before code. Two modes: Startup mode (demand reality, status quo, narrowest wedge) and Builder mode (design thinking for side projects and hackathons). Saves a design doc that feeds into plan-ceo-review and plan-eng-review. Use when asked to brainstorm, explore an idea, or before any planning skill.
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  68. Design Review · aspectrr
    Design audit of existing code. Same methodology as plan-design-review, but applies fixes directly with atomic commits and before/after evidence. Use when asked to audit the visual design of implemented code.
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  69. Icp Research · aspectrr
    Research companies against ICP criteria for ELK/observability tools. Use when: (1) Finding companies that match ICP (MSSPs, SOC-as-a-service, SIEM providers, cybersecurity where observability IS their product), (2) Evaluating if a company fits the ideal customer profile, (3) Researching company size, business model, and ELK criticality, (4) Building prospect lists for outreach. ICP: Small-medium companies (≤200 employees) where observability/ELK is mission-critical to revenue. Use DuckDuckGo first, then PinchTab for deeper research, then LinkedIn MCP ONLY for company/people lookup (never for outreach).
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  70. Duckdb Operations · aspectrr
    DuckDB schema initialization, field types reference, auto-generated PIVOT views, and SQL CRUD operations for workspace objects, fields, and entries.
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  71. Icp Engineer · aspectrr
    Find and connect with engineers working on ELK/observability stacks at ICP companies. Use when: (1) Researching individual contributors at a company that passed ICP company research, (2) Finding engineers with ELK/platform/SRE skills, (3) Verifying someone's work involves ELK/logstash/observability, (4) Connecting with practitioners who manage the stack day-to-day, (5) Discovering new ICP companies through engineer profiles. Workflow: Company from CRM → DuckDuckGo → PinchTab → LinkedIn MCP (verify ELK in skills/experience + connect) → Add to engineers CRM. Flipped discovery: If engineer has strong ELK signals but company isn't in CRM → add company as 'Discovered'. This skill DOES connect on LinkedIn.
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  72. Land And Deploy · aspectrr
    Merge the PR, wait for CI and deploy, verify production health. Takes over after ship. One command from "approved" to "verified in production."
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  73. Plan Ceo Review · aspectrr
    CEO/founder-mode plan review. Rethink the problem, find the 10-star product, challenge premises. Four modes: SCOPE EXPANSION, SELECTIVE EXPANSION, HOLD SCOPE, SCOPE REDUCTION. Use when reviewing strategy, questioning scope, or before engineering review.
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  74. Plan Eng Review · aspectrr
    Engineering architecture review. Lock in data flow, diagrams, edge cases, test strategy, and failure modes. Forces hidden assumptions into the open. Use when reviewing technical plans, architecture decisions, or before implementation.
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  75. Document Release · aspectrr
    Update all project documentation to match what was just shipped. Catches stale READMEs, outdated architecture docs, missing changelog entries. Use after shipping features or when docs drift from code.
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  76. Icp Team Leads · aspectrr
    Find and connect with team leads/VPs running observability/ELK stacks at ICP companies. Use when: (1) Researching decision-makers at a company that passed ICP company research, (2) Finding VP/Director/Team Lead contacts (VP Platform, Director SRE, Infrastructure Lead), (3) Verifying someone's role includes observability/platform, (4) Connecting with buyers who have budget authority, (5) Discovering new ICP companies through team lead profiles. Workflow: Company from CRM → DuckDuckGo → PinchTab → LinkedIn MCP (verify + connect) → Add to team_leads CRM. Flipped discovery: If team lead runs platform/observability but company isn't in CRM → add company as 'Discovered'. This skill DOES connect on LinkedIn.
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  77. Data Builder · aspectrr
    Build data-driven DenchClaw apps with full CRUD access to workspace objects (.object.yaml tables), DuckDB queries and mutations, data dashboards with Chart.js and D3.js, and interactive tools.
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  78. Game Builder · aspectrr
    Build 2D and 3D games as DenchClaw apps using p5.js, Three.js, Matter.js, and other game libraries. Covers game architecture, sprites, physics, particles, audio, tilemaps, and complete game examples.
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  79. Platform API · aspectrr
    Platform API reference for DenchClaw apps — UI integration, per-app storage, HTTP proxy, real-time events, inter-app messaging, cron scheduling, webhooks, clipboard, context, and widget mode.
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  80. Agent Builder · aspectrr
    Build AI-powered DenchClaw apps that interact with the OpenClaw agent — create chat sessions, send and receive messages with streaming, expose app tools for agent invocation, and access agent memory.
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  81. Plan Design Review · aspectrr
    Design review of plans before implementation. Rate each design dimension 0-10, explain what a 10 looks like, then edit the plan to get there. AI Slop detection. Use when reviewing UI/UX plans or design decisions.
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  82. Prospect Company Research · aspectrr
    SKILL.md — Prospect Company Research
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  83. Design Consultation · aspectrr
    Build a complete design system from scratch. Research the landscape, propose safe choices AND creative risks, generate DESIGN.md. Use when creating a new design system or establishing design foundations for a project.
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  84. Prospect Linkedin Research · aspectrr
    SKILL.md — Prospect LinkedIn Research
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