LLM Mart Basic
@llm-mart · Joined Jun 2026
Current AI regulatory landscape — EU AI Act, FINRA, FDA, US state AI laws — and client-system exposure mapping
Plain-language legal explanations, client-facing correspondence, and privilege-boundary awareness
Civil litigation, contract law, legal research methodology, rules of professional conduct, and legal citation format
Civil litigation workflow expertise — case management, deposition prep, evidence chain, and Federal Rules of Evidence
Financial statement preparation, analysis, and plain-language explanation for small business owners
Tax preparation client communication, deadline management, and entity-specific requirements
Chiropractic clinical expertise including musculoskeletal assessment, spinal biomechanics, diagnostic imaging, and evidence-based guidelines
Chiropractic practice marketing, patient communication, content strategy, and healthcare advertising compliance
Community health monitoring expertise — auto-activates on engagement, retention, and churn-prediction tasks
Moderation audit trail expertise — auto-activates on compliance logging and escalation documentation tasks
Estimating, scheduling, building codes, safety protocols, permitting, and project controls
Owner reports, subcontractor coordination, RFI responses, and meeting documentation
License display, lien rights, permits and code, insurance certificates, and no-guarantee language for contractor communications
Construction estimating, scope definition, and change-order structure for remodelers and trades
Brand voice extraction expertise — auto-activates on copywriting tasks to capture and replicate client tone
Persuasion and conversion expertise — auto-activates on copywriting tasks to apply evidence-based behavioral principles
Dataset profiling expertise — auto-scans for missing values, outliers, class imbalance, correlation issues, and schema drift
Model card generation expertise — auto-generates Model Cards covering intended use, limitations, and training data provenance per the HuggingFace and Mitchell et al. standard
Clinical dental hygiene expertise including periodontal assessment, AAP classification, CDT coding, and dental pharmacology
Patient communication about oral health using motivational interviewing, age-appropriate education, and culturally sensitive messaging
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.
/pr
Pr
Open a pull request the only sanctioned way — clear every BLOCK-level review finding, then stage the PR. Never a direct write to the default branch.
/preview
Preview
Zero-onboarding, read-only dry-run of the reviewer fleet against the current uncommitted diff. Predicts reviewers, runs the state-free secret scan, writes nothing.
/prune
Prune
Trim transcript clutter to extend session lifetime — analyze, prune a copy, or toggle the after-each-turn service. Dry-run by default; gains land at resume/compaction, not the current turn.
/reconcile
Reconcile
SMARTS arbitration — reconcile architectural artifacts against the scaffold and prior decisions; every variance resolved by an explicit, user-attributed choice.
/refactor
Refactor
Restructure code with behavioral parity proven through unmodified pre-existing tests, then refactor. No behavior change.
/release
Release
Cut a release the only sanctioned way — derive the target's declared version policy from the commit log, roll its changelog, compose an annotated tag, and optionally publish its exact declared assets. Takes the declared target's name as its only argument, or --dry-run to preview one with no write. The only path to a version tag.
/review
Review
Review a diff with the reviewer fleet, funneled to one triaged verdict. Targets the current working diff, a path, or an inbound GitHub PR.
/spike
Spike
Exploratory spike on a throwaway branch — answer a named question with disposable code. Never merges; exits to a findings note or /ca:feature.
/sprint
Sprint
Autonomous sprint — one interactive spec gate, then plan-to-PR execution with every auto-decision SMARTS-scored and logged. Hard gates remain true stops.
/standup
Standup
Daily repo hygiene — review the day's repo state, then perform the cleanups under per-action confirmation. Fast-forward only, never destructive without a yes.
/status
Status
Show the project's current state at a glance — stage, open tasks, open questions, overrides since the last checkpoint, current branch. Read-only.
/statusline
Statusline
Wire codeArbiter's statusline into ~/.claude/settings.json, or remove it.
/task
Task
The sanctioned task-board mutator — add a queued task, start one (flips to in-progress and stamps the date, minting a dotted ID on pick-up), or mark an in-progress task done. The only blessed write to open-tasks.md.
/threat-model
Threat model
Opt-in lightweight STRIDE pass for a sensitive feature before implementation. Not a routine gate — invoke it when a change warrants security thought.
/tribunal
Tribunal
Deep, rarely-convened whole-codebase audit — eleven specialist lenses, a resumable on-disk audit log, findings filed as GitHub issues on approval. Expensive; estimates cost and STOPs before running. Never a required gate.
/watch
Watch
Watch a PR's CI to completion — diagnose on red, notify and offer the merge on green. Never auto-merges.
/add-dep
Add dep
Gates a new or changed third-party dependency through review before anything installs. Naming the
/adr-status
Adr status
A read-only health scan of every recorded ADR under `.codearbiter/decisions/`. For each one it
/adr
Adr
Records an architectural decision as a numbered, dated ADR under `.codearbiter/decisions/`. This is
/audit
Audit
Assembles everything codeArbiter logs — `overrides.log`, `triage.log`, `decisions/`,
Make any song you can imagine
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