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Capabilities Index

Auto-generated index of all skills, commands, agents, and MCP servers.

Auto-Updated

This page is automatically generated from the repository contents.
Last updated: 2026-08-27


Summary

Type Count
Skills 107
Commands 0
Agents 5
MCP Servers 6
Total 118

Skills

Skills define HOW the agent thinks and behaves. They auto-load based on context.

Core (Required)

Skill Description Auto-Load
bd-pipeline-pre Query and analyze Seer's BD sales pipeline from the BigQuery Pipedrive mirror. U... No
core-chat-handoff User-invoked only — type /core-chat-handoff to compress the current session into... No
core-marketing-value-types Use when articulating marketing value to stakeholders, explaining ROI to executi... No
core-presenting Structures presentations using Pyramid Principle and SCR framework. Use when cre... No
core-qa-check Run quality checks on current deliverable before sharing. Validates action title... No
core-quality-standards Data quality, QA gates, deliverable standards, and reasoning techniques for Seer... No
core-seer-branding Applies Seer Interactive brand guidelines and data visualization best practices ... No
core-writing-standards Seer voice and communication guidelines for client deliverables. Professional to... No
data-client-conversations Search and retrieve Melior transcript data — Zoom call recordings, Basecamp mess... No
data-pull-seersignals Pulls and validates Seer client data through the correct Looker Conversational A... No
data-scrunch-data Default tool for querying Scrunch AI / GEO citation data in SeerSignals BigQuery... No
data-signals-data Seer Signals data documentation — schemas, query patterns, and view references f... No
data-signals-lookml Use when asked about Looker dashboards, LookML explores, calculated measures, or... No
data-signals-source-matrix Authoritative Analysis-Type → SeerSignals Data Source matrix. Tells you which Se... No
geo-aeo-recommendation-analysis-pre Run AEO Recommendation Analysis for any Seer client with Scrunch data. Measures ... No
geo-brand-accuracy-score-pre Score how accurately AI platforms (ChatGPT, Perplexity, Claude, Google AI Overvi... No
geo-brand-canon-pre Researches and compiles an authoritative Brand Canon from official sources, then... No
geo-expanded-report-pre Generate the Monthly EXPANDED GEO Report for any Seer client. Produces an intera... No
geo-prompt-builder-pre Build, expand, or audit GEO monitoring prompt sets for any Seer client using the... No
geo-prompt-coverage-gap-pre Identify gaps between what a client pays for in paid search and what their GEO p... No
inn-bugs-and-feedback-pre Submit feedback, bug reports, or feature requests about Seer AI tools, skills, a... No
inn-build-intake-pre Unified discovery and planning intake for AI agent and skill build requests. Gui... No
inn-help-and-support-pre Single entry point for everything Innovation-related — bug reports, feedback, bu... No
inn-slack-automation-builder-exp Build Slack automations end-to-end - pick the right lane (no-code Workflow Build... No
ops-ai-tool-release-pre Releases a newly built Seer AI tool or agent internally: routes it to an Acceler... No
ops-client-lookup-pre Query and interpret Seer client profile data from the Wrike DataHub Clients tabl... No
ops-project-pacing-pre Reports Wrike project hours/revenue pacing and utilization for Seer projects and... No
pdm-chatgpt-ads-readiness-pre Run the ChatGPT Ads Readiness Audit for any Seer client with Scrunch data. Score... No
seer-skills-help Complete guide to all Seer Claude skills — find the right skill, get slash comma... No
seo-core-update-impact-pre Quantify Google core update impact across the entire Seer client book from Signa... No
wil-ad-library-tracker DEFAULT TOOL for pulling and interpreting a company's Meta (Facebook/Instagram) ... No
wil-client-pulse THE ONE FRONT DOOR for anything Wil asks about a company. Owns ALL conversationa... No
wil-client-registry Single source of truth for the clients and prospects Wil's proactive skills watc... No
wil-cs-client-deliverables Build client-facing deliverables (renewal decks, QBR slides, growth pitches, acc... No
wil-cs-client-diagnostics Strategic diagnostic skill for CE and specialist teams. Answers 'How is this pro... No
wil-email-folders Read Wil's Gmail priority-labeled folders (labels prefixed with 1-, 2-, or 3-) a... No
wil-innovation-morning-cockpit Morning briefing that checks health of all Wil's custom skills and agents, repor... No
wil-loom-script STAGE 5 ENGINE of wil-client-pulse — not a front door. Writes the Loom talk trac... No
wil-presentations-refresh-report DEFAULT TOOL for generating Wil's cross-presentation theme refresh report — what... No
wil-presentations-synthesize DEFAULT TOOL for generating a per-presentation content synthesis report for one ... No
wil-reads-client-impact Monitor Google's marketing blog ecosystem (Search Central, Ads, Analytics, Think... No
wil-sales-brand-prompt-compare Run brand visibility comparisons across multiple LLMs (ChatGPT, Claude, Gemini, ... No
wil-sales-call-brief Prep a prospect/client call brief from Slack call recaps, Gmail BD reviews, Pipe... No
wil-sales-upsell Scan recent client call transcripts for growth/expansion opportunity signals, en... No
wil-seo-geo-visibility Run AI/GEO visibility checks for a client brand across multiple prompts using Da... No
wil-seo-internal-linking-crawler DEFAULT TOOL for any task that involves crawling a website to analyze internal l... No
wil-seo-new-page-checker Detect new pages on client domains via Ahrefs crawled-pages API, enrich with pag... No
xdiv-client-context-loader Detects whether a named company is a Seer client and surfaces their business con... No
xdiv-client-intelligence-research Cross-division client intelligence toolkit — industry research, digital twins, c... No
xdiv-keyword-cleaner Run the Keyword Cleaning Tool pipeline on a search term export CSV. Groups missp... No
xdiv-reddit-brand-monitor Monitors Reddit for brand mentions, topic discussions, or both — no Reddit API n... No
xdiv-universal-reviewer Deliverable-agnostic SEO TL reviewer. Runs three passes — client alignment (Guru... No

SEO

Skill Description Auto-Load
seo-content-audit Data-driven optimization for existing pages through on-page edits, metadata upda... No
seo-content-gap Identify content opportunities competitors are capitalizing on that client is mi... No
seo-content-outline Strategic blueprint for NET NEW pages with competitive differentiation. Use when... No
seo-internal-linking Internal link analysis for SEO performance, crawlability, and user journey optim... No
seo-methods SEO-specific methodologies, best practices, and techniques for Seer Interactive ... No
seo-quick-wins Identify 30-day traffic opportunities through striking distance keywords and low... No
seo-search-landscape Comprehensive 12-question SERP analysis with data visualizations for strategic p... No
seo-serp-trends-base Shared foundation for SERP Trends analysis agents. Provides setup protocol, stan... No
seo-systematic-investigation Use when encountering any marketing performance issue, traffic anomaly, or unexp... No
seo-traffic-decline-analysis Deterministic investigation of organic traffic declines using a four-phase root ... No
tseo-methods Technical SEO methodology for ad-hoc analysis, Screaming Frog exports, and issue... No
Skill Description Auto-Load
pdm-competitive-analysis Paid media competitive intelligence: ad library extraction (Meta, LinkedIn, Goog... No
pdm-keyword-analysis Analyst-driven deep-dive deliverable for paid search keyword performance. Genera... No
pdm-methods Paid media analysis, reporting, and optimization methods for Seer paid media wor... No
pdm-report Generate paid media performance reports with executive summary, efficiency analy... No
pdm-sqa Search query analysis for paid search accounts. Stateless sub-skill — takes expl... No
pdm-testing End-to-end paid media testing/experimentation framework with five modes: Mode 1 ... No
pdm-weekly-optimization Weekly paid media optimization workflow with two modes. Mode 1 runs weekly — exe... No

Analytics

Skill Description Auto-Load
ana-event-tracker Monitor GA4 event implementations and detect tracking issues with automated vali... No
ana-first-party-data Generate internal first-party data audits (12-15 pages) for team review. First-p... No
ana-funnel-analysis Analyze conversion funnels to identify drop-offs, bottlenecks, and optimization ... No
ana-kpi-development Build, refine, and document client KPIs using Seer-style measurement logic. Use ... No
ana-measurement-strategy Generate comprehensive measurement strategy with 3-horizon roadmap, current stat... No
ana-methods Web analytics methodology for reporting, funnel analysis, and measurement strate... No
ana-reporting-buddy Generate comprehensive analytics reports with strategic narratives from GA4, GSC... No

Operations

Skill Description Auto-Load
ops-meeting-insights-analyzer Analyzes meeting transcripts for communication patterns and client-ready recap o... No
ops-methods Operations methodologies for client health reporting, risk analysis, PM scoping,... No
ops-seerversary-card Build a festive, Seer-branded celebration card as a live interactive HTML widget... No
ops-wrike-time-tracking Automates Wrike time tracking from calendar events using Seer MCP Wrike tools (O... No

Innovation

Skill Description Auto-Load
inn-contributor-intake Decision-gated runbook for the agents-infra contributor pipeline — staging a con... No
inn-data-access-resolver Front door / resolver for 'do we have this data — or a way to connect this tool?... No
inn-discovery-intake Interactive discovery interviewer for AI agent build requests. Parses initial re... No
inn-feedback-sweep Slack sweep that captures organic feedback on Seer AI skills, agents, and tools,... No
inn-opencode-mechanic Expert on OpenCode ecosystem, configurations, troubleshooting, plugin/skill auth... No
inn-rd-data-request Guided intake for one-time R&D custom data reports — captures the data source, a... No
inn-seer-agent-skill-developer Build, optimize, evaluate, audit, and review skills, plugins, agents, and MCP se... No
inn-session-wrapup End-of-session shipping + retrospective in one pass. SHIP the work (verify, stag... No
inn-slack-research Slack research methodology for the Seer Innovation team. Provides the channel ma... No

Commands

Commands are user-triggered workflows. Run with /command-name.


Agents

Specialized agents for complex, multi-step tasks.

SEO

Agent Description
Content Audits Outlines Role: Seer Interactive SEO Content Strategist Version: 2.4.0 (Wrike MCP ...
Search Landscape Analysis Guide users through a comprehensive search landscape analysis by working through...
Agent Description
Saving Ben Ngram Analysis Analyze the pre-calculated n-gram dataset to identify **sustained, material cost...

Innovation

Agent Description
fivetran-source-picker Helps a Seer team member pick the right Fivetran data source, client mapping, an...
test-runner Run tests, pre-commit hooks, or git commands in isolated context to prevent outp...

MCP Servers

Model Context Protocol servers for external integrations.

Server Description
bigquery > ⚠️ Heads-up — Seer Signals path deprecated (May 2026). This guide document...
bing-webmaster Purpose: Access Bing Webmaster Tools (BWT) data — site management, URL submi...
dataforseo Purpose: Access DataForSEO's comprehensive SEO data for keyword research, SE...
guru > Knowledge base access via MCP - Search, ask, and manage Guru Cards from AI...
seer-mcp Purpose: Centralized cloud-hosted MCP platform providing SEO, analytics, and...
wrike > ## ⚠️ DEPRECATED (March 2026) > > **Wrike tools have been migrated to Seer MCP...

How to Add New Capabilities

  1. Skills: Create plugins/divisions/{division}/skills/{skill-name}/SKILL.md
  2. Commands: Create plugins/divisions/{division}/commands/{command-name}.md
  3. Agents: Create plugins/divisions/{division}/agents/{agent-name}.md

All files should include YAML frontmatter with name and description.

Run python scripts/generate-capabilities-index.py to update this index.