Skill rating

Manage and optimize agent workspace directory structure. Use when: (1) initializing a new agent workspace with proper structure, (2) auditing document placement to ensure files are in correct function

Receipt OCR, GL code mapping, policy compliance checking, and anomaly detection for business expenses. Use when you need to: (1) extract data from receipt images or PDFs via OCR, (2) map expenses to c

Multi-repo PR monitoring and triage agent. Scans GitHub repos for open PRs, prioritizes by staleness/review status/CI state, and generates a structured Markdown triage summary. Use when managing PRs a

Analyze data with `toxicity-structure-alert` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Semantic memory layer for OpenClaw agents. Use when: (1) persisting agent memories with importance scoring, (2) hierarchical memory rollups (daily→weekly→monthly→yearly), (3) queuing tasks for agents,

Run only when the user explicitly asks for a fleet-wide PostgreSQL Flexible Server health check — scans CPU, memory, storage, IOPS, disk bandwidth, and connection metrics across all servers, then deep

Reviews shadcn/ui components for CVA patterns, composition with asChild, accessibility states, and data-slot usage. Use when reviewing React components using shadcn/ui, Radix primitives, or Tailwind s

Detects fail-open insecure defaults (hardcoded secrets, weak auth, permissive security) that allow apps to run insecurely in production. Use when auditing security, reviewing config management, or ana

Diagnose failed or unhealthy Dynamo deployments. Use when pods, model-cache jobs, PVCs, workers, frontend/router health, endpoints, or benchmark jobs fail; use recipe-runner/router-starter before this

Reviews Remix v2 form code for manual fetch() mutations, native <form> misuse, wrong useNavigation/useFetcher choice, missing pending state, unbounded uploads, and intent-pattern violations. Use when

Verify mobile and landline numbers and WhatsApp registration status. Reduce invalid contacts to improve outreach for exporters, recruiters and sales teams. Trigger: phone number validation, WhatsApp

Solo business management with dashboard, pipeline tracking, invoicing, and weekly reviews. Use when user mentions solo business, clients, revenue, pipeline, invoices, or priorities. Produces business

Nightly workspace audit — auto-discover file dependencies by scanning all workspace files for cross-references, manage HOT/WARM/COLD memory tiers, detect orphaned files, sync inconsistencies, and repo

CMMI V3.0 Certification Assistant — Helps PM and EPG teams efficiently pass CMMI certification. Core capabilities: ① Upload project documents → auto-match CMMI V3.0 Practice Areas (PA); ② Gap analysis

Compare vendors on a matrix that decides instead of decorates — the criteria weighted before the demos (so the shiny demo can't rewrite them), the evidence-based scoring with the marketing-vs-verified

Decide what documents to keep, for how long, and where — the personal/small-biz retention map by category (tax, legal, medical, warranties, employment), jurisdiction-flagged periods, and the destructi

Review an LLM agent design and find where it will be unreliable, expensive, or unsafe. Use when asked to review an agent architecture, critique a multi-step/tool-using agent, debug an agent that loops

Treat context switches as the budget line they are — the switch census (how fragmented the week really is), the batching moves that consolidate scattered same-kind work, the calendar defrag that turns

Get the most from an hour with an expert — the do-your-homework floor (never ask what's googleable), the question arc from calibration to the frontier, the follow-up discipline that goes deep instead

Evaluate a new tool before it joins the stack — the problem-first framing (tools answer needs, not demos), the trial designed with success criteria upfront, the stack-fit check (integration, overlap,

Stop presenting the working deck to executives — the two-deck split (answer-first exec cut vs. exploration-rich working deck), the compression rules from 40 slides to 8, and the appendix strategy that

Clean up a shared drive nobody owns — the ownership-first move, the top-down audit that finds the 80% (stale projects, duplicates, ex-employee folders), the archive-don't-delete discipline for shared

Install the weekly review that keeps work from managing you — the 30-minute Friday ritual: close the week's loops, sweep the capture points, choose next week's big three before the calendar chooses fo

Fix slides that are documents in landscape mode — the one-point-per-slide rule, the projection-vs-reading fork that decides density, the text diet (headlines and evidence, prose to notes), and the gla

Give a deck a spine the room can follow — the situation-complication-resolution arc, the tension that makes the recommendation feel necessary, the transitions that carry the thread between slides, and

Outline a deck as headline sentences before opening the slide tool — each slide a claim that reads as an argument top to bottom, the audience-and-ask header, and the skim test that catches broken deck

Review a deck against a rubric instead of taste — the five dimensions (argument, evidence, density, arc, honesty), the severity-sorted feedback that separates broken from suboptimal, and the review co

Triage an overwhelming task list into what actually gets done — the urgent/important sort applied honestly (with the two corrections the classic matrix needs), the do/schedule/delegate/drop verbs, and

Decline requests without damaging relationships or your standing — the fast-clear-warm formula, the alternative-attached no, the no-to-the-boss version (tradeoffs, not refusal), and the scripts for th

Get unstuck on purpose — the stuck-type diagnosis (don't-know-how, can't-decide, waiting, avoiding, too-big), the matched unblock move for each, and the timebox that stops noble struggling before it e

Know which talk you're giving — the pitch (drive one decision) vs. the teach (build understanding) — because mixing their structures fails both, and most bad presentations are one wearing the other's