LLM Mart Basic
@llm-mart · Joined Jun 2026
Use when reviewing a staged diff or an about-to-commit/push change for last-mile issues — silent failures, leaked secrets, debug leftovers, blatant correctness landmines, and excessive/narrating comments. Reports findings on the changed lines only; it does not refactor or rewrite
Use when the user wants the current change QA'd and PR-ready evidence captured. Classifies the diff and runs the verification that actually fits it — screen recordings and screenshots for UI/frontend changes, endpoint or e2e runs for backend, command output for a CLI, tests for a
Use when the user wants to restructure code while preserving behavior exactly. Establishes a passing test baseline first, then makes incremental moves that each leave the suite green. Refuses to change behavior and structure in the same step. Also known as `klaussy-refactor`.
Use when the user wants to cut a release — bump the version, update the changelog from conventional commits, and tag. Detects where the version lives, derives the next version from the commits since the last tag, and stages the release locally; it does not push or publish unless
Use when designing or analyzing a controlled experiment — falsifiable hypothesis, sample size from an MDE, reading significance/CI/power, CUPED, or rescuing tests that won't go significant. NOT recurring metric tracking (that is `analytics`), NOT north-star/KPI trees (that is `kp
Use when making a web UI conform to WCAG 2.2 Level AA — axe-core or Lighthouse a11y violations, keyboard operability, focus management, ARIA roles/names/live regions, contrast, tap-target size. NOT palette or visual intent (that is `design`), NOT test-runner setup (that is `testi
Use when running or fixing paid acquisition on Google or Meta — campaign structure (Performance Max, Demand Gen, Search, Advantage+), platform-fit creative, budget/scaling rules, break-even ROAS math, and Consent Mode v2 / CAPI tracking gaps. NOT the page the ad clicks into (that
Use when measuring whether an LLM or agent system actually got better and gating merges on it: golden sets, fixing an inflated LLM-as-judge, scoring RAG (faithfulness, contextual recall) or agent trajectories (tool correctness, completion), or picking an eval framework. NOT build
Use when bounding an LLM agent that already runs — scoping its task domain, gating tools to least privilege, defending against prompt injection in untrusted web/email/RAG text, requiring human approval on irreversible actions, capping runtime and cost, or triaging what it already
Use when a creative goal must become a finished media file: pick and order generative-media models per modality — AI voiceover, image-to-video clips, score — then glue them with ffmpeg (mux, duck, loudnorm, concat). NOT still-image generation/editing (that is `replicate-images`);
Use when instrumenting product or web analytics — GA4/PostHog SDK wiring, event taxonomy, funnels, double-counted events, consent gating, PII scrubbing. NOT charting that data (that is dashboard), NOT choosing which metrics matter (that is kpi-framework), NOT experiment math (tha
Use when constitution, spec, plan and tasks all exist and you want them cross-read against each other before any code is written — the rsc-sdd pre-implementation gate. Reports coverage gaps, contradictions, duplication, ambiguity and scope drift; edits nothing. NOT the task break
Use when building, refactoring, or debugging Angular (v20/21+): standalone components, signals, zoneless change detection, @if/@for/@defer control flow, inject() DI, resource()/httpResource(), RxJS interop, NgRx SignalStore, ng CLI. NOT React (that is react), NOT Next.js (that is
Use when writing a client for someone else's REST or GraphQL API: auth flow choice and token refresh, pagination to exhaustion, retry-with-jitter on transient failures only, rate-limit-aware throttling. NOT inbound callbacks (that is `webhooks`), NOT chaining services (that is `a
Use when settling the contract of an API you expose, before implementation: resources/URLs, REST vs GraphQL, versioning, one RFC 9457 error envelope, pagination, idempotency — emitted as OpenAPI 3.1. NOT implementing the endpoints (that is `fastapi`/`nestjs`/`go`/`nodejs`), NOT a
Use when writing one long-form article end to end — answer-first lede, question-shaped headings, plus its on-page surface (title, meta, slug, FAQ, Article/FAQPage JSON-LD) — or fixing a draft that buries the answer or reads AI-padded. NOT keyword research or topic selection (that
Use when building a content-driven or marketing site with Astro 6: static-first pages, islands and partial hydration, content collections, server islands, per-route on-demand rendering, deploy adapters, and Astro 5→6 migration. NOT app-router React with server actions and heavy c
Use when authoring a NEW rsc skill or editing an existing one — scoping it to one job, writing the description that decides whether it ever loads, splitting the body into references/, writing its evals, auditing it against the rubric. NOT building a product feature (that is `spec
Use when building or fixing a no-code automation on n8n, Make, or Zapier — trigger to multi-app steps with data mapping, dedup, retries and an error path — or picking the platform by billing unit (task vs credit vs execution). NOT a typed API client in code (that is api-connector
Use when deciding whether a process is worth automating, sizing ROI and build-vs-buy, choosing an automation platform, or diagnosing why a fleet of automations keeps breaking — the decision layer before anyone builds. NOT building the flow (that is `automation-flows`, or `n8n` /
/options-foundations
options-foundations
Options Foundations — options and derivatives analysis
/technical-execution
technical-execution
Technical Execution — options and derivatives analysis
/volatility-trading
volatility-trading
Volatility Trading — options and derivatives analysis
/long-short-equity
long-short-equity
Long Short Equity — portfolio strategy analysis
/portfolio-hedging
portfolio-hedging
Portfolio Hedging — portfolio strategy analysis
/position-sizing
position-sizing
Position Sizing — portfolio strategy analysis
/ddm-valuation
Ddm valuation
Dividend Discount Model — multi-stage DDM for mature dividend payers and financials
/peg-valuation
Peg valuation
PEG valuation — P/E ÷ Growth Rate with Peter Lynch thresholds and sector comparison
/ratio-analysis
Ratio analysis
Financial ratio analysis — 24 ratios across 6 categories with cross-company comparison
/residual-income
Residual income
Residual Income / EVA — Book Value + PV of future economic profit for banks and insurers
/reverse-dcf
Reverse dcf
Reverse DCF — solve for implied growth rate/margins from current price
/challenge
Challenge
agentii.challenge — the spec 046 kit command. Use the Skill tool to run agentii:challenge on this workspace.
/clarify
Clarify
agentii.clarify — the spec 046 kit command. Use the Skill tool to run agentii:clarify on this workspace.
/constitution
Constitution
agentii.constitution — the spec 046 kit command. Use the Skill tool to run agentii:constitution on this workspace.
/converge
Converge
agentii.converge — the spec 046 kit command. Use the Skill tool to run agentii:converge on this workspace.
/implement
Implement
agentii.implement — the spec 046 kit command. Use the Skill tool to run agentii:implement on this workspace.
/plan
Plan
agentii.plan — the spec 046 kit command. Use the Skill tool to run agentii:plan on this workspace.
/specify
Specify
agentii.specify — the spec 046 kit command. Use the Skill tool to run agentii:specify on this workspace.
/tasks
Tasks
agentii.tasks — the spec 046 kit command. Use the Skill tool to run agentii:tasks on this workspace.
/pr-finish
pr-finish
Drive a PR to merge — rebase, fix CI, resolve review comments, update title/description, merge when green
Make any song you can imagine
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