name stringlengths 3 45 | slug stringlengths 3 45 | category stringclasses 19
values | parent_plugin dict | description stringlengths 1 1.04k | author stringclasses 30
values | license stringclasses 4
values | allowed_tools listlengths 0 20 | version stringclasses 35
values | visibility dict | file_path stringlengths 37 118 | content_html stringlengths 648 52.4k | grade stringclasses 5
values | score int64 54 100 ⌀ | jrig_passed null | jrig_tier_blocked null | is_stub bool 2
classes | inventory_run_id int64 9 9 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
000-jeremy-content-consistency-validator | 000-jeremy-content-consistency-validator | null | {
"name": "000-jeremy-content-consistency-validator",
"category": "productivity",
"path": "plugins/productivity/000-jeremy-content-consistency-validator",
"version": "2.0.0",
"description": "Read-only validator that generates comprehensive discrepancy reports comparing messaging consistency across ANY HTML-ba... | 'Validate messaging consistency across website, GitHub repos, and local | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"WebFetch",
"WebSearch",
"Grep",
"Bash(diff:*)",
"Bash(grep:*)"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/productivity/000-jeremy-content-consistency-validator/skills/000-jeremy-content-consistency-validator/SKILL.md | <h1>Content Consistency Validator</h1>
<h2>Overview</h2>
<p>Checks content for tone, terminology, formatting, and structural consistency across multiple documentation sources (websites, GitHub repos, local docs). Generates read-only discrepancy reports with severity-classified findings and actionable fix suggestions in... | null | null | null | null | null | 9 |
abridge-ci-integration | abridge-ci-integration | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Configure CI/CD pipeline for Abridge clinical AI integrations with GitHub | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(npm:*)",
"Grep"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-ci-integration/SKILL.md | <h1>Abridge CI Integration</h1>
<h2>Overview</h2>
<p>CI/CD pipeline for Abridge clinical documentation integrations. Healthcare CI pipelines require FHIR resource validation, PHI leak scanning, HIPAA compliance checks, and sandbox integration testing.</p>
<h2>Instructions</h2>
<h3>Step 1: GitHub Actions Workflow</h3>
<... | C | 75 | null | null | false | 9 |
abridge-common-errors | abridge-common-errors | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Diagnose and fix common Abridge clinical AI integration errors. | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(curl:*)",
"Grep"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-common-errors/SKILL.md | <h1>Abridge Common Errors</h1>
<h2>Overview</h2>
<p>Comprehensive troubleshooting guide for Abridge clinical documentation integration. Covers authentication failures, EHR connectivity, audio streaming, note generation, and FHIR push errors.</p>
<h2>Error Reference</h2>
<h3>Authentication & Authorization Errors</h3>
<t... | C | 73 | null | null | false | 9 |
abridge-core-workflow-a | abridge-core-workflow-a | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Implement Abridge ambient clinical documentation capture-to-note pipeline. | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(npm:*)",
"Grep"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-core-workflow-a/SKILL.md | <h1>Abridge Core Workflow A — Encounter-to-Note Pipeline</h1>
<h2>Overview</h2>
<p>Primary money-path workflow for Abridge: capturing a clinical encounter via ambient listening, processing it through Abridge's generative AI, producing a structured clinical note, and pushing it into the EHR. This is the workflow that ru... | C | 75 | null | null | false | 9 |
abridge-core-workflow-b | abridge-core-workflow-b | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Implement Abridge patient-facing documentation and after-visit summary | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(npm:*)",
"Grep"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-core-workflow-b/SKILL.md | <h1>Abridge Core Workflow B — Patient-Facing Documentation</h1>
<h2>Overview</h2>
<p>Secondary workflow: generating plain-language patient summaries from the same clinical encounter captured in Workflow A. Abridge produces both clinician notes and patient-friendly after-visit summaries (AVS), supporting 28+ languages a... | C | 76 | null | null | false | 9 |
abridge-cost-tuning | abridge-cost-tuning | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Optimize Abridge clinical AI costs through tier selection, session management, | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(npm:*)"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-cost-tuning/SKILL.md | <h1>Abridge Cost Tuning</h1>
<h2>Overview</h2>
<p>Abridge pricing is enterprise, sales-led, and per-provider. Cost optimization focuses on maximizing provider adoption (to justify per-provider cost), reducing wasted sessions, and choosing the right tier for your org size.</p>
<h2>Pricing Model (Enterprise)</h2>
<table>... | C | 78 | null | null | false | 9 |
abridge-debug-bundle | abridge-debug-bundle | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Collect Abridge debug evidence for support tickets and troubleshooting. | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(curl:*)",
"Bash(node:*)",
"Grep"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-debug-bundle/SKILL.md | <h1>Abridge Debug Bundle</h1>
<h2>Overview</h2>
<p>Collect HIPAA-safe diagnostic data for Abridge support tickets. All PHI is automatically redacted before bundle creation.</p>
<h2>Prerequisites</h2>
<ul>
<li>Abridge credentials configured</li>
<li>Access to application logs</li>
<li>Node.js or bash for running diagnos... | B | 81 | null | null | false | 9 |
abridge-deploy-integration | abridge-deploy-integration | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Deploy Abridge clinical AI integration to HIPAA-compliant cloud infrastructure. | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(gcloud:*)",
"Bash(docker:*)",
"Bash(aws:*)"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-deploy-integration/SKILL.md | <h1>Abridge Deploy Integration</h1>
<h2>Overview</h2>
<p>Deploy Abridge clinical AI integration to HIPAA-compliant cloud infrastructure. Healthcare deployments require BAA-covered cloud services, encrypted secrets, audit trails, and VPC-restricted networking.</p>
<h2>Prerequisites</h2>
<ul>
<li>Completed <code>abridge-... | C | 79 | null | null | false | 9 |
abridge-hello-world | abridge-hello-world | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Create a minimal Abridge ambient AI clinical documentation example. | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(npm:*)",
"Bash(curl:*)"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-hello-world/SKILL.md | <h1>Abridge Hello World</h1>
<h2>Overview</h2>
<p>Minimal working example demonstrating Abridge's ambient clinical documentation. This creates a simulated encounter session, sends audio/transcript data, and receives a structured clinical note.</p>
<h2>Prerequisites</h2>
<ul>
<li>Completed <code>abridge-install-auth</co... | B | 81 | null | null | false | 9 |
abridge-install-auth | abridge-install-auth | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Set up Abridge clinical AI platform authentication and EHR integration | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(npm:*)",
"Bash(pip:*)",
"Grep"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-install-auth/SKILL.md | <h1>Abridge Install & Auth</h1>
<h2>Overview</h2>
<p>Configure Abridge ambient AI platform credentials and EHR integration tokens. Abridge is an enterprise clinical documentation platform — it does not have a public npm/pip SDK. Integration happens through EHR-embedded workflows (Epic Pal, Athena, eClinicalWorks) and p... | C | 79 | null | null | false | 9 |
abridge-local-dev-loop | abridge-local-dev-loop | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Configure Abridge local development with FHIR server, synthetic data, | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(npm:*)",
"Bash(docker:*)",
"Grep"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-local-dev-loop/SKILL.md | <h1>Abridge Local Dev Loop</h1>
<h2>Overview</h2>
<p>Local development workflow for Abridge clinical AI integrations. Uses a local HAPI FHIR server for EHR simulation, synthetic patient data from Synthea, and Abridge sandbox APIs. Never use real PHI in development.</p>
<h2>Prerequisites</h2>
<ul>
<li>Completed <code>ab... | C | 79 | null | null | false | 9 |
abridge-performance-tuning | abridge-performance-tuning | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Optimize Abridge clinical AI integration performance for high-volume | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(npm:*)"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-performance-tuning/SKILL.md | <h1>Abridge Performance Tuning</h1>
<h2>Overview</h2>
<p>Performance optimization for high-volume Abridge deployments. Large health systems process thousands of encounters daily — latency in note generation directly impacts clinical workflow throughput.</p>
<h2>Performance Targets</h2>
<table><thead><tr>
<th>Metric</th... | C | 72 | null | null | false | 9 |
abridge-prod-checklist | abridge-prod-checklist | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Execute Abridge production readiness checklist for clinical AI deployment. | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(curl:*)",
"Grep"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-prod-checklist/SKILL.md | <h1>Abridge Production Checklist</h1>
<h2>Overview</h2>
<p>Production readiness checklist for deploying Abridge clinical AI in a healthcare organization. Clinical documentation systems are safety-critical — this checklist covers HIPAA compliance, EHR integration validation, provider onboarding, and rollback procedures.... | C | 74 | null | null | false | 9 |
abridge-rate-limits | abridge-rate-limits | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Implement Abridge rate limiting, backoff, and session throttling patterns. | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(npm:*)"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-rate-limits/SKILL.md | <h1>Abridge Rate Limits</h1>
<h2>Overview</h2>
<p>Abridge enforces rate limits per organization to ensure platform stability across thousands of concurrent clinical encounters. Limits vary by contract tier and are enforced at the org_id level.</p>
<h2>Rate Limit Tiers</h2>
<table><thead><tr>
<th>Tier</th>
<th>Concurren... | C | 74 | null | null | false | 9 |
abridge-reference-architecture | abridge-reference-architecture | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Implement Abridge reference architecture for clinical AI integration. | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-reference-architecture/SKILL.md | <h1>Abridge Reference Architecture</h1>
<h2>Overview</h2>
<p>Reference architecture for Abridge clinical AI integration in a multi-site health system. Covers data flow, component design, EHR integration patterns, and HIPAA-compliant infrastructure.</p>
<h2>System Architecture</h2>
<pre><code>
Health... | B | 82 | null | null | false | 9 |
abridge-sdk-patterns | abridge-sdk-patterns | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Apply production-ready patterns for Abridge clinical AI integration. | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-sdk-patterns/SKILL.md | <h1>Abridge SDK Patterns</h1>
<h2>Overview</h2>
<p>Production-ready patterns for Abridge clinical AI integration. Since Abridge operates via partner APIs (not a public SDK), these patterns wrap the REST API with type-safe clients, HIPAA-compliant logging, and healthcare-specific error handling.</p>
<h2>Prerequisites</h... | C | 75 | null | null | false | 9 |
abridge-security-basics | abridge-security-basics | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Apply HIPAA-compliant security practices for Abridge clinical AI integrations. | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(openssl:*)",
"Grep"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-security-basics/SKILL.md | <h1>Abridge Security Basics</h1>
<h2>Overview</h2>
<p>HIPAA-compliant security configuration for Abridge clinical AI integrations. Abridge handles PHI (Protected Health Information) — security is not optional. This skill covers encryption, access control, audit logging, and BAA requirements.</p>
<h2>HIPAA Security Chec... | C | 78 | null | null | false | 9 |
abridge-upgrade-migration | abridge-upgrade-migration | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Plan and execute Abridge integration upgrades and EHR migration procedures. | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(npm:*)",
"Grep"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-upgrade-migration/SKILL.md | <h1>Abridge Upgrade & Migration</h1>
<h2>Overview</h2>
<p>Procedures for upgrading Abridge API integrations and migrating between EHR systems. Healthcare migrations are high-risk — clinical documentation cannot have gaps.</p>
<h2>Common Migration Scenarios</h2>
<table><thead><tr>
<th>Scenario</th>
<th>Complexity</th>
<... | C | 78 | null | null | false | 9 |
abridge-webhooks-events | abridge-webhooks-events | saas-packs | {
"name": "abridge-pack",
"category": "saas-packs",
"path": "plugins/saas-packs/abridge-pack",
"version": "1.0.0",
"description": "Claude Code skill pack for Abridge (18 skills)"
} | 'Implement Abridge webhook handling for clinical documentation events. | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Bash(curl:*)"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/saas-packs/abridge-pack/skills/abridge-webhooks-events/SKILL.md | <h1>Abridge Webhooks & Events</h1>
<h2>Overview</h2>
<p>Handle Abridge webhook events for clinical documentation lifecycle: note completion, encounter status changes, quality alerts, and provider enrollment notifications. All webhook payloads are HIPAA-scoped (contain session IDs but no PHI).</p>
<h2>Abridge Event Type... | C | 73 | null | null | false | 9 |
access | access | mcp | {
"name": "slack-channel",
"category": "mcp",
"path": "plugins/mcp/slack-channel",
"version": "0.1.0",
"description": "Two-way Slack channel for Claude Code — chat from Slack DMs and channels via Socket Mode"
} | Manage Slack channel access control — pairing, allowlist, channel opt-in | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"[Read",
"Write",
"Edit]"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/mcp/slack-channel/skills/access/SKILL.md | <h1>/slack-channel:access</h1>
<p>Manage who can reach your Claude Code session through Slack.</p>
<h2>Usage</h2>
<pre><code>
/slack-channel:access pair <code> # Approve a pending pairing
/slack-channel:access policy <pairing|allowlist|disabled> # Set DM policy
/slack-channel:acce... | C | 73 | null | null | false | 9 |
action-items-todoist | action-items-todoist | business-tools | {
"name": "executive-assistant-skills",
"category": "business-tools",
"path": "plugins/business-tools/executive-assistant-skills",
"version": "1.0.0",
"description": "AI-powered executive assistant skills that fully replace a human EA. Research meeting attendees, draft emails, create meeting briefs, and manag... | Extract action items from today's Granola/Grain meetings, create Todoist | Martin Gontovnikas <martin@hypergrowthpartners.com> | MIT | [
"Read",
"Bash(gog:*)",
"Bash(mcporter:*)",
"Bash(todoist-cli:*)",
"Bash(python3:*)",
""
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/business-tools/executive-assistant-skills/skills/action-items-todoist/SKILL.md | <h1>Action Items → Todoist + Email Drafts</h1>
<h2>Config — read before starting</h2>
<p>Read <code>../config/user.json</code> (resolves to <code>~/executive-assistant-skills/config/user.json</code>).</p>
<p>Extract and use throughout:</p>
<ul>
<li><code>name</code>, <code>full_name</code> — to identify your action ite... | B | 81 | null | null | false | 9 |
adapting-transfer-learning-models | adapting-transfer-learning-models | ai-ml | {
"name": "transfer-learning-adapter",
"category": "ai-ml",
"path": "plugins/ai-ml/transfer-learning-adapter",
"version": "1.0.0",
"description": "Transfer learning adaptation"
} | 'Build this skill automates the adaptation of pre-trained machine learning | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Grep",
"Glob",
"Bash(cmd:*)"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/ai-ml/transfer-learning-adapter/skills/adapting-transfer-learning-models/SKILL.md | <h1>Transfer Learning Adapter</h1>
<p>Adapt pre-trained models (ResNet, BERT, GPT) to new tasks and datasets through fine-tuning, layer freezing, and domain-specific optimization.</p>
<h2>Overview</h2>
<p>This skill streamlines the process of adapting pre-trained machine learning models via transfer learning. It enable... | A | 97 | null | null | false | 9 |
adk-agent-builder | adk-agent-builder | ai-ml | {
"name": "jeremy-google-adk",
"category": "ai-ml",
"path": "plugins/ai-ml/jeremy-google-adk",
"version": "2.0.0",
"description": "Google Agent Development Kit (ADK) SDK starter kit for building Claude-powered AI agents with React patterns, multi-agent orchestration, and tool integration"
} | Scaffold production-ready AI agents on Google's Agent Development Kit (ADK): ReAct-style single agents, multi-agent orchestration (Sequential/Parallel/Loop), tool wiring, evaluation, and optional Vertex AI Agent Engine deployment. Use when building, scaffolding, or deploying ADK agents on Google Cloud, or when wiring A... | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Grep",
"Bash(cmd:*)"
] | 1.0.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/ai-ml/jeremy-google-adk/skills/adk-agent-builder/SKILL.md | <h1>ADK Agent Builder</h1>
<p>Build production-ready agents with Google’s Agent Development Kit (ADK): scaffolding, tool wiring, orchestration patterns, testing, and optional deployment to Vertex AI Agent Engine.</p>
<h2>Overview</h2>
<ul>
<li>Creates a minimal, production-oriented ADK scaffold (agent entrypoint, tool ... | A | 96 | null | null | false | 9 |
adk-deployment-specialist | adk-deployment-specialist | ai-ml | {
"name": "jeremy-adk-orchestrator",
"category": "ai-ml",
"path": "plugins/ai-ml/jeremy-adk-orchestrator",
"version": "2.1.0",
"description": "Production ADK orchestrator for A2A protocol and multi-agent coordination on Vertex AI"
} | 'Deploy and orchestrate Vertex AI ADK agents using A2A protocol. Manages | Jeremy Longshore <jeremy@intentsolutions.io> | MIT | [
"Read",
"Write",
"Edit",
"Grep",
"Glob",
"Bash(cmd:*)"
] | 2.1.0 | {
"requires_env": [],
"requires_tools": [],
"fallback_for_env": [],
"fallback_for_tools": []
} | plugins/ai-ml/jeremy-adk-orchestrator/skills/adk-deployment-specialist/SKILL.md | <h1>Adk Deployment Specialist</h1>
<h2>Overview</h2>
<p>Expert in building and deploying production multi-agent systems using Google's Agent Development Kit (ADK). Handles agent orchestration (Sequential, Parallel, Loop), A2A protocol communication, Code Execution Sandbox for GCP operations, Memory Bank for stateful co... | A | 96 | null | null | false | 9 |
End of preview. Expand in Data Studio
Tons of Skills — Claude Code Skills + Quality Grades
A browsable corpus of ~3,000 Claude Code / Agent Skills from the Tons of Skills marketplace, each joined with its quality grade and behavioral-eval verdict from the Freshie compliance CMDB.
One row per skill: the skill's content and frontmatter plus its letter grade (A–F), numeric score, and JRig behavioral-eval pass flag.
Why the grades are here
Most "awesome skills" lists are unranked. This dataset ships the quality signal alongside the content, so you can filter to A-grade skills, study what separates an A from an F, or train/evaluate against a graded corpus. The grades come from the same system-of-record that versions them publicly:
- System of record: the grades, compliance scores, and JRig verdicts are produced
by an in-house validator + behavioral-eval harness and versioned in Dolt, pushed
to the public DoltHub database
jeremylongshore/freshie-inventory(one tagged run per inventory pass). - This dataset is a regenerated view, not a hand-curated copy. It is rebuilt from the same inventory run + the marketplace catalog every time, so it never drifts from the source of truth. Think of it as a published export (like a CSV snapshot), joined with the skill content that the compliance DB itself does not store.
Schema
| field | description |
|---|---|
name, slug, category, parent_plugin |
identity + where the skill lives |
description |
the skill's trigger/summary frontmatter |
author, license, version |
authoring metadata (per-skill license — mostly MIT) |
allowed_tools, visibility |
the tool allow-list + any visibility gating |
content_html |
the rendered skill body (HTML) |
grade, score |
Freshie letter grade (A–F) + numeric compliance score |
jrig_passed, jrig_tier_blocked |
JRig behavioral-eval pass flag / tier block |
is_stub |
flagged as a stub (thin/placeholder) by the validator |
inventory_run_id |
the Freshie inventory run this snapshot came from |
Snapshot stats (this run)
- 3,008 skills, 2,996 graded (12 personal-prefix/edge skills ungraded).
- Grade histogram: A 795 · B 1,033 · C 993 · D 168 · F 7.
- Inventory run: 9.
Regenerate
The dataset is deterministic from the marketplace catalog + freshie/inventory.sqlite:
python3 freshie/scripts/build-hf-dataset.py
License
Dataset tooling + the compilation: MIT. Per-skill content carries its own license
field — 2,999 of 3,008 are MIT (the rest Apache-2.0 or MIT-variant). The underlying
skill content is already publicly browsable at tonsofskills.com.
Source
Marketplace: https://tonsofskills.com · Repo:
jeremylongshore/claude-code-plugins-plus-skills
· Grades: DoltHub jeremylongshore/freshie-inventory.
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