Skill rating

Deal desk: reviews, approves, and structures non-standard sales deals. Use when standing up a deal desk, building approval-threshold matrices, designing deal-review packets, routing deals, or auditing

Test and evaluation harness for AI agents — scenario suites, deterministic replay, regression diffing, cost and latency budgets. Use when agent quality is vibe-checked, before shipping a prompt or mod

Find the root cause of hard bugs with a fast pass/fail repro, ranked falsifiable hypotheses and bisection. Use when a bug resists quick fixes, a failure is intermittent, or a regression needs tracing

DevOps for CI/CD, containers, Kubernetes, and Terraform. Use when building pipelines, containerizing apps, managing clusters, provisioning cloud infra, deploying with blue- green/canary, or handling i

Translate product specs (PRDs, user stories) into a ship-ready repo plan: ticket decomposition, branch strategy, and PR sequencing. Use when breaking a PRD into tickets or designing the branch/PR sequ

Pre-launch unit economics, year-one cash model and a computed go/not-yet verdict for a new business. Use when asking "is this profitable", finding break-even, sizing startup cash, or deciding whether

Dispute analysis and mediation preparation framework. Use when preparing for mediation, analyzing disputes, calculating settlement ranges, mapping party interests, or developing negotiation strategy.

Multi-regulation privacy compliance navigator. Use for GDPR, CCPA, LGPD, POPIA, PIPEDA, PDPA, Privacy Act, PIPL, UK GDPR compliance assessments, DPA reviews, and data subject request management.

Pre-publication quality gate for authored Markdown — heading structure, on-disk link resolution, readability, accessibility, terminology. Use when reviewing docs before publishing, wiring a docs CI ga

Design and analyze A/B tests: sample size, test duration, and statistical significance for conversion experiments. Use when setting up an A/B test, calculating sample size, designing an experiment, or

Audit Microsoft Word (.docx) documents for heading hierarchy, comments, tracked changes, and style consistency. Use when reviewing a contract draft, preparing a document for handoff, or enforcing a st

Audit PowerPoint (.pptx) decks for slide count, text density, embedded images and fonts, hidden slides, speaker notes, and animation density. Use when reviewing a board deck, sales deck, or conference

Static WCAG scan of HTML files (alt text, headings, labels, ARIA, lang, landmarks) and colour contrast checks for colour pairs or CSS. Use when auditing templates for accessibility, checking contrast,

Statute and regulation interpretation framework. Use when reading statutes, classifying requirements, analyzing operative keywords, applying canons of construction, or mapping compliance obligations f

Audit PDF files for metadata leakage, page count, encryption, JavaScript, embedded files, and version. Use before sending a PDF externally, when redacting sensitive metadata, or running a PDF security

Contract review assistant analyzing agreements against playbooks. GREEN/YELLOW/RED severity. Use when reviewing vendor contracts, SaaS agreements, service agreements, or generating redline suggestions

Runs a multi-agent job as a dependency graph: validates the DAG, tracks each agent's state on a board, then ranks and merges their outputs. Use when spawning parallel agents, monitoring a run, or merg

Technical SEO auditing covering crawlability, indexation, Core Web Vitals, on-page optimization, and competitive gaps, with an 85-point checklist and remediation plans. Use when auditing technical SEO

Literature review for academic and R&D research: search strategy, source assessment, synthesis, and citation management. Use when conducting a systematic literature review, building a bibliography, or

Rapid NDA screening with GREEN/YELLOW/RED classification. 10-point checklist for incoming NDAs. Use when triaging NDAs, screening non-disclosure agreements, or routing NDAs for approval.

Structured intelligence dossiers on companies, people, markets, or domains, with source triangulation and fact/inference discipline. Use when preparing a deal-prep dossier, executive briefing, or due-

Package in-progress work into a self-contained context doc or a background agent's prompt. Use when handing work off, switching off a task, or delegating to a fresh or background agent.

Grant writing and proposal architecture: funder fit, proposal structure, budget design, and success-factor scoring. Use when writing a grant proposal, evaluating funder fit, auditing a draft for compe

Patent research and IP landscape: prior-art search, claim mapping, landscape analysis, and freedom-to-operate. Use when conducting a prior-art search, mapping an IP landscape, evaluating patentability

Answer Engine Optimization (AEO): optimize content to be cited by LLMs (ChatGPT, Claude, Perplexity, Gemini) in their answers. Use when designing content for LLM citation, auditing citability, or stru

Run the meetings around a quarter's OKRs: homework and kickoff, weekly check-ins, the week-6 carry/kill/pivot review and the close retro. Use when running any phase of that cadence; writing the OKRs i

Turns meeting notes or transcripts into a summary of decisions, owned and dated action items, and open questions. Use when writing up a meeting, a recap email or a decision log; for patterns across a

Coordinate a launch from T-30 to T+30: owners, run-of-show, internal and external comms, rollback and retro. Use when a feature goes GA after beta, a major release ships, or a product is relaunched.

Idea to AI-generated prototype to customer validation to engineering handoff. Use when deciding prototype vs spec, choosing fidelity, briefing AI prototyping tools, testing with users, or handing a pr

Write the 5-10 year product vision as a vision board, narrative or elevator pitch, and stress-test it. Use when setting or refreshing long-range direction, or when strategy decks lack a shared picture

Plans and runs a 2, 4 or 8-hour Jobs-To-Be-Done workshop: switch interviews, forces of progress, scored outcome statements. Use when you need to know why customers switch, or to ground strategy in job

AI leadership advisor on AI strategy, governance, risk, investment, and org design. Use when defining an AI strategy, building an AI governance program, scoring AI maturity, or drafting an AI risk reg

Create competitor comparison and alternative pages for SEO and sales enablement. Use when building alternative pages, vs pages, or competitor-vs-competitor pages, planning comparison content, or manag

Vendor lifecycle — weighted selection scorecards, risk tiering, renewal and notice-deadline tracking, spend concentration, and SLA credits. Use when selecting a vendor, preparing a renewal, or reviewi

Cross-functional organizational health check scoring 8 dimensions on a traffic-light scale. Use when assessing company health, preparing for board reviews, identifying at-risk functions, or diagnosing

SOC 2 audit-prep playbook: the 4/8/12-week sprint to audit-ready for a Type I or Type II observation. Use when the audit is scheduled, when readiness assessment surfaced gaps and you need a sprint pla

Cascades strategy from boardroom to individual contributor and detects misalignment. Use when teams pull in different directions, OKRs don't connect, departments optimize locally at company expense, o

Assembles board and investor update decks by pulling perspectives from all C-suite roles. Use when preparing board meetings, investor updates, quarterly business reviews, or fundraising narratives.

Generates GitHub Actions or GitLab CI pipelines from a repo's stack, lints pipelines for security and reliability gaps, and finds missing caches. Use when bootstrapping CI, reviewing a workflow, addin

Cloud architecture decisions across AWS, GCP and Azure: topology, DR tier by RTO/RPO, commitment mix, IAM and network posture. Use when designing, costing, migrating or auditing cloud infrastructure.

Write a Working Backwards press release with internal and external FAQs before anything is built. Use when a funding or go/no-go decision needs the customer outcome made concrete first; write the PRD

Framework for rolling out organizational changes without chaos, using ADKAR adapted for startups. Use when announcing a reorg, switching tools, pivoting strategy, killing a product, or managing change

Systematic competitor tracking that feeds positioning, battlecards, and roadmap decisions. Use when analyzing competitors, building battlecards, tracking market moves, conducting win/loss analysis, or

Cross-functional what-if modeling for compound adversity -- shows how one problem cascades into the next. Use when facing complex risk scenarios, strategic decisions with major downside, or multi-vari

Live browser QA through Chrome MCP plus Python tools for health scoring, static WCAG checks, screenshot baselines and reports. Use when running a QA sweep on a web app, auditing accessibility, or trac

Adversarial thinking partner that stress-tests plans, prepares board meetings, and surfaces blind spots. Use when you need plan validation, board prep, hard-decision frameworks, or pre/post-mortem fai

Generates reviewed PowerShell for Microsoft 365 admin: tenant setup and DNS, bulk provisioning, offboarding, Conditional Access and security audits. Use when setting up, hardening or auditing a tenant

Administers Linear teams, cycles, projects and triage, and writes GraphQL API calls. Use when setting up or fixing a Linear workspace, scripting bulk changes, or migrating from Jira to Linear.

Two-layer memory for executive decisions, separating raw deliberation from approved decisions to prevent hallucinated consensus. Use when logging decisions, reviewing past decisions, or checking overd

Negotiation frameworks for technology services agreements, B2B contracts, and professional services deals. Use when reviewing or negotiating tech contracts.