LLM Mart Basic
@llm-mart · Joined Jun 2026
Musculoskeletal and neurological rehabilitation expertise for physical therapy documentation and clinical reasoning
AI infrastructure and governance readiness — auto-activates when scoping or launching AI features
Competitive intelligence for AI product launches — auto-activates when benchmarking AI features, pricing, or positioning
Prompt-engineering expertise for designing test cases, edge cases, adversarial inputs, and iterating on prompts based on eval results
Skill and prompt benchmarking expertise for measuring latency, accuracy, token cost, and token-budget compliance across variants
Professional board reporting, financial presentation, compliance documentation, and resident communication
Property management expertise including fair housing law, lease administration, HOA governance, and vendor management
Real estate client relationship communication for buyers, sellers, and leads
MLS listing writing, social media marketing, and Fair Housing Act compliance for real estate
Pattern recognition for LLM-generated resume text — sentence length variance, em-dash density, and generic accomplishment phrasing
Employer branding expertise for EVP communication, DEI-inclusive language, and candidate experience
Auto-activates ghost-job red-flag detection on job postings, ATS pipeline indicators, and pay-transparency gaps
Talent acquisition expertise for sourcing strategy, candidate evaluation, structured hiring, and employment law awareness
Professional persuasive writing, personalization, urgency without pressure, and CTA best practices
Consultative selling, MEDDIC/BANT frameworks, value-based positioning, objection handling, and pipeline management
Auto-adapts tone to platform norms — LinkedIn professional, X witty, TikTok conversational, Threads candid
Social media metrics, analytics interpretation, and performance reporting expertise
Platform-specific social media content expertise and content creation best practices
Designer-ready visual brief expertise — layout, palette, type, mood, and motion notes for handoff to Claude Design or a designer
IEP writing, IDEA compliance, SMART goal frameworks, progress monitoring methods, and parent-friendly reporting
A surprising share of AI-in-the-terminal failures aren't the AI. They're zsh, and a version of bash from 2006.
A Claude Code plugin turns standalone project configuration into a namespaced, installable extension that teams and communities can update as one unit.
None of the safety came from the model. It came from six boring habits.
Skills package instructions and references. Subagents run work in a separate context and return results. They solve different problems and can be composed deliberately.
Six hours in, one step left, everything green, and the incident that didn't happen
CLAUDE.md carries persistent project context. Skills load reusable procedures when relevant. Separating stable facts from task-specific workflows keeps both easier to maintain.
Twenty minutes recovering secrets that never existed, and the one sentence from a human that ended it
An API request routing a model's tool call through an approval gate to a remote MCP server
31 config keys, two audits, and why the first one was wrong in both directions
The official MCP Registry stores standardized server metadata rather than package code. Publishers verify a namespace, describe installation or remote access, and submit immutable versions.
Everyone looks at the Dockerfile. The file that actually leaked the key was the project file.
Remote MCP authorization uses established OAuth standards, but secure integration still requires issuer validation, least-privilege scopes, protected token handling, and server-side enforcement.
"Copy it over and switch the reference" is two steps, and the outage lives in the one nobody checks
stdio fits local processes and prototypes. Streamable HTTP fits hosted services and shared integrations. The right choice follows where the capability runs and who must reach it.
The most important rule wasn't about what I could change. It was about what I was allowed to display.
Tools perform operations, resources expose readable context, and prompts provide reusable templates. Choosing the correct primitive makes an MCP server easier to understand and govern.
Use MCP Inspector to connect to local or remote servers, inspect capabilities, call tools, read resources, test prompts, and diagnose failures before release.
Build an MCP server in TypeScript with focused tools, validated schemas, local and remote transports, Inspector tests, and production security controls.
An MCP server exposes tools, resources, or prompts through a standard protocol so an AI application can discover and use external capabilities.
Treat an AI agent skill as both an instruction package and a software dependency: inspect what it says, what it runs, what it can access, and how it updates.
/forge-from-openapi
Forge from openapi
Auto-generate a Claude Code skill (commands + types + client) from any OpenAPI 3.x spec URL or file path
/forge-graphql-skill
Forge graphql skill
Scaffold a complete Claude Code skill (commands + types + client) from a GraphQL endpoint or local schema file
/forge-oauth-callback
Forge oauth callback
Scaffold a complete OAuth2 callback + init Hono route pair (code exchange, PKCE, KV token storage) for a named provider
/forge-press-release
forge-press-release
Scaffold an Amazon-style working-backwards press release for any feature, in Brian's voice. Outputs to docs/decisions/PR-{slug}.md and prints to stdout.
/forge-skill-from-vendored
Forge skill from vendored
Vendor a third-party skill repo/URL into the owned layer — clone, compress to house style, cross-link, commit — in one keystroke
/forge-stack-pack
Forge stack pack
Batch-forge Brian's entire stack as skills + MCP servers in one prompt; skips already-forged entries; applies automatic pruning when tool count >100
/forge-webhook-handler
Forge webhook handler
Scaffold a complete webhook handler (Hono route + sig verification + D1 idempotency + R2 dead-letter) for a named vendor
/forge-webhook-skill
Forge webhook skill
Scaffold a complete webhook receiver for any provider from an AsyncAPI YAML spec or a JSON event-type list
/generate-prp
Generate prp
Generate a Project Requirements Plan (PRP) — research-driven, ULTRATHINK-gated, confidence-scored implementation blueprint
/improve-lint
improve-lint
Run the AI-augmented lint self-improvement loop on the current project. Scans `.lint-history/` for recurring violation patterns (≥3 hits in 30d window), drafts a Claude-ready prompt to author a new semgrep rule for the top candidate, and surfaces the proposal under `.lint-history/proposals/<ts>.md`. Non-blocking analysis. See rules/lint-doctrine.md § Self-improving.
/install-lint-stack
install-lint-stack
Bootstrap industry-leading lint+autofix+commit-hygiene stack on the current project. Drops in lefthook, oxlint, ESLint, Prettier, Stylelint, markdownlint, ruff, shellcheck, shfmt, yamllint, hadolint, actionlint, jscpd, knip, semgrep, gitleaks, commitizen + git-cz-emoji (emoji-mandatory commits), and semantic-release. Idempotent — re-runs upgrade safely. See rules/lint-doctrine.md.
/list-arcs
list-arcs
Surface all retrospective documents with key shape metrics; compare arcs deliberately.
/migrate-all-to-hardened
Migrate all to hardened
Batch-migrate every hardened MCP server in mcp-servers/ from its original source to its hardened counterpart in one sweep
/migrate-skill
Migrate skill
Generic skill-version migration — works for hardened/v2/experimental→stable promotions across MCP servers, skills, hooks, commands. Mirrors /migrate-to-hardened with broader detection.
/migrate-to-hardened
Migrate to hardened
Automate the unhardened → hardened MCP server cutover — build, smoke-test, register, and archive in one shot
/multimedia-enrich
Multimedia enrich
Progressive multimedia enrichment pass — add high-value audio/video/image/interactive to a site, run again and again
/plan-execute-verify-repair
Plan execute verify repair
Run the autonomous-engineering operating loop on a task (plan→implement→verify→repair→report)
/post-arc-retrospective
Post arc retrospective
Capture the cumulative output of a /loop arc into a single auditable retrospective document; scans the heymegabyte-claude-skills plugin for modified files, categorizes by directory, counts LOC delta, extracts tool counts from MCP servers, and writes a timestamped report to retrospectives/
/prepare-multi-file-brief
prepare-multi-file-brief
Turn a comma-separated list of file paths into a fully structured Pattern A agent brief — ordered writes, per-file schemas, and a verification step baked in.
/prepare-skeleton-brief
prepare-skeleton-brief
Turn Pattern B from agent-resilience-discipline into a one-keystroke agent brief for a single-file deliverable < 300 lines.
Make any song you can imagine
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