Significant-Gravitas.

open-pr

Open a pull request with proper PR template, test coverage, and review workflow. Guides agents through creating a PR that follows repo conventions, ensures existing behaviors aren't broken, covers new behaviors with tests, and handles review via bot when local testing isn't possible. TRIGGER when user asks to "open a PR", "create a PR", "make a PR", "submit a PR", "open pull request", "push and create PR", or any variation of opening/submitting a pull request.

account-health-and-qbrs

Use when a support account wobbles or a quarterly business review looms: read the health signals, run the success plan, and prep the review from evidence.

accounts-receivable-follow-up

Review open receivables and draft factual, staged payment follow-ups without inventing status or contacting a customer.

ad-copy-variants

Write ad variants that each test one idea, within platform limits and supported claims.

alex-getting-started

Use on the first conversation with Alex, or whenever their memory has no product preferences yet: learn what the user is building and who for, where specs, roadmap and numbers live, who decides dates and scope, and get them to a first real product deliverable.

alliance-co-commercialization

Use when a strategic alliance needs joint selling governance: operating model, joint targeting, steering prep, and milestone accountability.

anika-getting-started

Use on the first conversation with Anika, or whenever their memory has no partnership preferences yet: learn which partners and alliances the user owns, what motion they run, and get one real partner read on screen in the same session.

assure-partner-led-delivery

Use when partners deliver client work in your name: own the in-flight book, run the weekly delivery review, and rescue engagements before clients feel it.

automate-finance-reporting

Use to connect a number source, map an export into the finance ledger, or QA a sheet: the column mapping, the dedupe key, the load summary, and the checks that must pass before a read ships.

billing-refunds-and-exceptions

Use when money is on the table: verify the charge, check the policy, and stage a refund or exception draft that stops at the owner's yes.

board-and-investor-metrics-brief

Prepare a concise board or investor metrics brief with definitions, sources, comparisons, drivers, risks, and decisions needed.

bookkeeping-exception-escalation

Package bookkeeping exceptions for the right owner with source facts, impact, urgency, and a precise decision request.

bookkeeping-getting-started

Set up a safe bookkeeping intake: reporting period, source records, chart of accounts, owners, approval rules, and open gaps.

bpo-vendor-quality-ops

Use when an outsourced support vendor handles your customers: audit the queue, score the sample, calibrate the vendor, and lift capability with evidence.

brand-voice-guide

Write in a consistent brand voice: capture the voice once, then apply it to any draft and flag where a draft drifts off it.

budget-pacing-review

Compare spend to plan by campaign and date, and project month-end from the current rate.

budget-vs-actuals-and-reforecast

Use when the user asks about budgets, pacing against plan, forecasts, re-forecasts, annual plans, or where a period lands at the current run rate.

bug-report-handoff

Turn customer reports into an engineering bug report with steps, scope, frequency, and evidence.

bug-reproduction-report

Write a bug report with exact steps, expected and actual results, environment, and frequency.

build-data-and-r-d-alliances

Use when the partnership is about data or research: licensing and evaluation terms, academic collaboration, and IP and data-rights compliance.

build-partner-academies-at-scale

Use when partner readiness needs a system rather than a course: academy design, certification operations, train-the-trainer, readiness coaching.

build-partner-led-category-creation

Use when the market needs a new category no single vendor can name alone: the category thesis, the lighthouse coalition, and the launch beats.

build-the-target-list

Use when the user first says who they sell to, hands you companies or an export, or wants names added to or cut from the prospect list.

business-case-and-roi-selling

Use when a deal needs the money case: value proposition, demo plan, proof-of-concept scope, ROI model, or the proposal that carries them.

business-process-documentation

Document a business process — flowcharts, RACI, and SOPs. Use when formalizing a process that lives in someone's head, building a RACI to clarify who owns what, writing an SOP for a handoff or audit, or capturing the exceptions and edge cases of how work actually gets done.

business-process-optimization

Analyze and improve business processes. Trigger with "this process is slow", "how can we improve", "streamline this workflow", "too many steps", "bottleneck", or when the user describes an inefficient process they want to fix.

calendar-conflict-review

Review the calendar for clashes, missing travel time, and overloaded days, with options for each.

campaign-brief-and-asset-plan

Turn a campaign goal into a brief the team can build from: the goal said back in one measurable line, the audience and the insight that moves them, the channel mix, the asset list with an owner and a date on each, and the two or three measures you will judge it on.

campaign-structure-plan

Plan campaigns, ad groups, audiences, and budgets from one goal and one measure of success.

candidate-interview-debrief

Turn independent interview scorecards into a cited evidence summary for the human hiring decision.

candidate-interview-planning

Create structured interview plans with competency-based questions and scorecards. Trigger with "interview plan for", "interview questions for", "how should we interview", "scorecard for", or when the user is preparing to interview candidates.

candidate-offer-draft

Draft candidate offer materials from approved terms while leaving pay, conditions, approval, and sending to authorised people.

candidate-rejection-email

Draft a clear, kind rejection email from an approved human decision without inventing feedback or sending it.

candidate-sourcing-strategy

Use when the user wants named candidates for an open role, more people for a thin slate, lookalikes of a benchmark person, or a read on how hard the search will be.

cap-table-hygiene

Check cap-table records against signed source documents and report ownership, security, date, and total differences for expert review.

cash-treasury-and-fx

Use for cash-flow forecasts, runway, the 13-week cash view, working capital, vendor commitments in their renewal window, currency exposure, and covenant headroom.

channel-draft-shapes

Use when someone hands over notes, bullets or a transcript and wants one draft built for a specific channel (email, landing page, post, blog, direct message, release notes), with every missing fact marked in place and two alternative openers.

churn-risk-review

Review churn risk from dated usage, outcome, support, relationship, and contract evidence, then propose the next check.

client-proposal-writing

Write a client proposal, quote, scope of work, or engagement letter for a service business. Covers project understanding, scope, timeline, pricing presentation, and terms. Use whenever the user asks for a proposal, quote, project proposal, client proposal, SOW, statement of work, engagement letter, or B2B service engagement document — for web dev, consulting, trades, or any service business.

close-controls-and-accounting

Use for month-end close support: the checklist with owners and status, accrual review, account reconciliations, control evidence, and audit preparation.

cloud-commit-and-marketplace-selling

Use when a deal involves a cloud consumption commit, a marketplace private offer, or a multi-year enterprise agreement.

code-change-security-review

Performs security-focused differential review of code changes. Adapts analysis depth to codebase size, uses git blame for context, calculates blast radius by counting callers, checks test coverage of modified code, and generates a markdown report. Use when reviewing a PR, commit, or diff for security vulnerabilities, checking whether a change re-introduces a previously fixed bug, asking what else a change could break, or finding which modified code has no test covering it.

code-motion-ad-15s

Make a 15s vertical (9:16) code-built motion graphics advert for a user's business from THEIR website's real assets, built around one use case a chat LLM cannot do. Use for 'make an ad/promo/motion video for my product'.

code-quality-getting-started

Set up review and QA work from the repository, test setup, CI, release process, and merge rules.

cohort-and-retention-analysis

Build cohort and retention views with explicit entry events, return events, windows, eligibility, censoring, and sample sizes.

commercial-launch-strategy

Use when the user names a release, a launch date, or a launch tier, or asks whether the business is ready to launch: the readiness assessment, sequenced plan, enablement spec, and 90-day measure.

communications-getting-started

Set up communications work from facts, spokespeople, approved messages, approval owners, and off-limits topics.

company-policy-lookup

Find and explain company policies in plain language. Trigger with "what's our PTO policy", "can I work remotely from another country", "how do expenses work", or any plain-language question about benefits, travel, leave, or handbook rules.

compliance-and-regulated-support

Use before a reply, script, macro, or KB article goes out in a regulated segment: check it against the regimes in play and route what fails.

compliance-escalation-brief

Prepare a neutral brief for counsel or the security lead on a matter that needs their judgement.

compliance-evidence-tracking

Track compliance requirements and audit readiness. Trigger with "compliance", "audit prep", "SOC 2", "ISO 27001", "GDPR", "regulatory requirement", or when the user needs help tracking, preparing for, or documenting compliance activities.

compliance-gated-deal-execution

Use when deals must clear compliance gates: licensing, suitability, audit readiness, and regulated-ops checks before close.

compliance-ops-getting-started

Set up compliance work from policies, system inventory, audit reports, approved answers, and counsel contacts.

content-brief-writer-handoff

Use when someone picks a topic, a calendar row or a URL and needs a brief another person can write from: the angle, the proof to gather and who holds it, the links, title options, the one action the asset asks for, and who reviews and approves it.

contract-amendment-history

'Trace how a contract has changed across its base agreement and all amendments — either a summary of all changes over time, or a provision trace for a specific clause. Use when the user says "what changed in this contract over time", "show me the amendment history", "where''s the latest [clause]", "how has [provision] evolved", or uploads multiple versions of an agreement.

contract-clause-comparison

Compare clause versions or a clause with supplied playbook text, showing exact additions, removals, and open decisions.

contract-deviation-triage

Sort contract deviations by the user's playbook priority and route each one to its business owner or counsel.

contract-key-term-extraction

Extract contract facts into a source-cited tracker without interpreting ambiguous language or giving legal advice.

contract-obligation-tracker

Turn signed contract duties into an owned, source-cited tracker while routing unclear obligations to counsel.

contract-ops-getting-started

Set up a non-advisory contract review using user-supplied agreements, playbooks, owners, and counsel gates.

contract-renewal-tracker

Extract renewal and notice facts into an owned tracker, with source cites and no automatic renewal or cancellation action.

counsel-escalation-brief

Prepare a short source-backed brief that gives counsel the text, playbook gap, context, deadline, and exact decision needed.

creative-test-readout

Read an ad test by sample size and spread, and say whether there is a winner yet.

credit-term-sheet-structuring

Use when the deal is a credit facility or capital product that needs underwriting and a term sheet, not a SaaS order form.

crm-duplicate-review

Find likely duplicate records with stated match rules and evidence, for a person to merge.

crm-field-audit

Audit CRM fields by fill rate, format, and use, and propose keep, fix, or retire for each.

crm-hygiene-report

Report CRM health for a period with counts, trends, owners, and the next fixes.

customer-escalation

Package an escalation for engineering, product, or leadership with full context. Use when a bug needs engineering attention beyond normal support, multiple customers report the same issue, a customer is threatening to churn, or an issue has sat unresolved past its SLA.

customer-health-score

Build an auditable customer health score while keeping observed signals, judgement, and missing data separate.

customer-insight-research

When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer research," "ICP research," "talk to customers," "analyze transcripts," "customer interviews," "survey analysis," "support ticket analysis," "voice of customer," "VOC," "build personas," "customer personas," "jobs to be done," "JTBD," "what do customers say," "what are customers struggling with," "Reddit mining," "G2 reviews," "review mining," "digital watering holes," "community research," "forum research," "competitor reviews," "customer sentiment," "PMF survey," "product/market fit survey," "customer interview questions," "interview outreach," "Sales Safari," or "find out why customers churn/convert/buy." Use for analyzing existing research assets, mining online sources, AND running primary research (interviews and surveys). For writing copy informed by research, see copywriting. For acting on research to improve pages, see cro.

customer-onboarding-plan

Build an onboarding plan tied to the customer's stated outcome, with owners, evidence, risks, and clear completion checks.

customer-response-drafting

Draft a professional customer-facing response tailored to the situation and relationship. Use when answering a product question, responding to an escalation or outage, delivering bad news like a delay or won't-fix, declining a feature request, or replying to a billing issue.

customer-success-getting-started

Set up customer success work from agreed outcomes, account evidence, owners, dates, and clear approval rules.

customer-support-research

Multi-source research on a customer question or topic with source attribution. Use when a customer asks something you need to look up, investigating whether a bug has been reported before, checking what was previously told to a specific account, or gathering background before drafting a response.

cve-stack-relevance

Decide whether a CVE or advisory matters to the actual stack and show the data behind that judgement.

daniel-getting-started

Use on the first conversation with Daniel, or whenever no finance preferences are saved yet: learn the revenue model, the books, the thresholds that count as too far, and where the numbers live, then get to a first read.

data-subject-request-draft

Prepare a data subject request reply with identity check, scope, deadline, and systems to search.

dataset-exploration

Profile and explore a dataset to understand its shape, quality, and patterns. Use when encountering a new table or file, checking null rates and column distributions, spotting data quality issues like duplicates or suspicious values, or deciding which dimensions and metrics to analyze.

deal-desk-getting-started

Set up a deal desk record from source evidence, approval rules, owners, dates, and a firm line between drafts and commitments.

deal-economics-and-pricing-guardrails

Use for the money side of a deal: the deal P&L, margin floors and discount bands, approval routing, the concession log, and the mix impact of a price change.

deal-risk-review

Review a deal for evidence gaps across need, scope, stakeholders, process, competition, delivery, security, legal, and commercial approval.

define-the-partner-icp

Use when the user needs an ideal partner profile: who to recruit, in what tiers, what good looks like, and who to say no to.

dependency-change-risk-review

Review a dependency change for breaking APIs, runtime shifts, supply-chain risk, test gaps, rollout risk, and rollback quality.

dependency-inventory

Build an evidence-backed inventory of direct, transitive, runtime, development, and container dependencies.

dependency-security-getting-started

Set up dependency and security hygiene from repository evidence, with a clear scope, source list, risk queue, and approval line.

dependency-upgrade-plan

Plan a small, testable dependency upgrade with compatibility checks, owners, rollout evidence, and rollback steps.

dependency-upgrade-pr

Draft a narrow dependency upgrade pull request with evidence, code changes, tests, risk notes, and rollback instructions.

design-the-partner-program

Use when the portfolio needs program-level design: tiers, incentives, the MDF loop end to end, certifications, and enforced partner-system rules.

developer-and-api-motion

Use when the user names developers, API adoption, docs, SDKs, or a bottom-up motion: the developer motion plan with funnel, content spine, and conversion points.

discovery-and-qualification

Use when a deal needs its discovery plan, its qualification score, or both before it moves stage.

dpa-checklist-review

Compare a DPA with the company checklist and label each point met, partial, missing, or unclear.

draft-a-first-touch

Use when a researched prospect row needs its opening message by email, social, phone, or short public post.

draft-a-follow-up

Use when a sent opener got no reply and the row needs its next touch in the sequence.

draft-the-reply

Use when a customer waits for an answer on any channel: a reply in company voice, grounded in docs, staged for the owner's yes.

drive-alliance-ma-and-strategic-investments

Use when a partner could become equity or ownership: target screens, seven-lane diligence, the investment memo, and the corp-dev handoff.

editorial-calendar-ops

Run the content calendar as the single source of truth: one row per asset with an owner and a ship date, plus the recurring read on what ships this week, what is late, and what is stuck waiting on one person.

email-deliverability-guardrails

Check a campaign before it sends: whether the list is sendable, whether the domain is set up, and whether this send will damage the next one.

employee-onboarding-planning

Generate an onboarding checklist and first-week plan for a new hire. Use when someone has a start date coming up, building the pre-start task list (accounts, equipment, buddy), scheduling Day 1 and Week 1, or setting 30/60/90-day goals for a new team member.

employee-performance-review

Structure a performance review with self-assessment, manager template, and calibration prep. Use when review season kicks off and you need a self-assessment template, writing a manager review for a direct report, prepping rating distributions and promotion cases for calibration, or turning vague feedback into specific behavioral examples.

employment-offer-drafting

Draft an offer letter with comp details and terms. Use when a candidate is ready for an offer, assembling a total comp package (base, equity, signing bonus), writing the offer letter text itself, or prepping negotiation guidance for the hiring manager.

enablement-playbooks-certification

Use when building the selling system: playbook library, onboarding curriculum, call quality rubrics, and certification gates.

engagement-survey-readout

Read survey results at group level with response rates, themes, and a minimum group size.

enterprise-deal-desk-close-plans

Use when a large deal needs procurement, legal, security, and pricing orchestration: mutual close plans, deal-desk runs, and signature.

enterprise-identity-sso-support

Use when logins fail at the identity layer — SAML, SSO, SCIM, OIDC, or API auth: triage the handshake, find the break, and verify every AI-drafted word before it ships.

escalations-and-incidents

Use when a case is hot, VIP, legal, safety, fraud, or breaching: rate the severity, build the packet, and page the right path — never a guess upward.

exec-engagement-and-sponsorship

Use when an account needs a running executive program: C-level connects, sponsorship gaps, briefings, and governance cadence.

executive-assistant-getting-started

Set up assistant work from priorities, key people, writing voice, calendar rules, and approval rules.

expansion-opportunity-brief

Assess an expansion opportunity from customer need and usage evidence without turning weak signals into a sales claim.

expense-categorization

Turn receipts and transaction exports into a sourced expense review table without guessing at unclear items or tax treatment.

experiment-readout

Write an experiment readout with assignment checks, metric definitions, sample sizes, uncertainty, practical effect, and limits.

feature-request-triage

Sort feature requests by the problem behind them, who asked, how often, and what is missing.

field-call-route-discipline

Use to run the daily field motion: routes, call plans, face-to-face cadence, and post-call follow-through.

field-enablement-content

Use when the user asks for a sales play, a talk track, a pitch deck, objection handling, or battlecard content for the field: the play or asset with owner, talk track, and exit criteria.

finance-board-and-investor-reporting

Use for board packs, investor updates, the monthly flash note, and exec narratives: the graded scorecard, the narrative spine, the asks section, and the post-meeting recap.

financial-statement-preparation

Generate financial statements (income statement, balance sheet, cash flow) with period-over-period comparison and variance analysis. Use when preparing a monthly or quarterly P&L, closing the books and need to flag material variances, comparing actuals to budget, building a financial summary for leadership review, or looking up GAAP presentation requirements and period-end adjustments.

find-the-decision-makers

Use when the user needs the right people inside a named account: who decides, who influences, and how to reach each one.

flaky-test-triage

Triage an intermittent test from run history, environment, and failure pattern before naming a cause.

fraud-and-chargeback-defense

Use when a fraud alert fires, a payment looks stolen, an account looks taken over, or a chargeback notice lands: verify, hold-or-clear, and defend with evidence.

fundraising-data-room-checklist

Prepare a diligence data-room index with ownership, freshness, access level, conflicts, and counsel review gates.

fundraising-pipeline-review

Review a fundraising pipeline for stage age, evidence, next action, ownership, and stale or unsupported status.

funnel-conversion-analysis

Measure funnel conversion with explicit eligibility, event order, windows, identity rules, drop-off checks, and segment evidence.

govern-the-strategic-alliance

Use when a global systems integrator or consulting alliance needs governance above deal cadence: operating model, practice plan, co-innovation, sponsors.

gtm-performance-diagnostics

Use when the user asks how GTM is doing, hands over funnel or pipeline numbers, or wants KPIs and targets defined: the scorecard with movers, causes, and the forecast read.

gtm-planning-and-market-entry

Use when the user names a GTM plan, a new market or segment, or annual or quarterly planning, or asks how to sequence a motion: the plan with motion, sequence, coverage, and readiness.

handbook-policy-draft

Draft a handbook policy in plain language, with points that depend on local law marked for review.

handle-a-reply

Use when a prospect writes back and the user needs the triage and the next draft.

handle-partner-conflict-and-churn

Use when a partnership fights or fades: deal conflicts, missed commitments, deprioritisation, or churn risk — diagnosis, escalation drafts, save-or-exit.

help-article-from-tickets

Write a help article from repeat tickets, using only confirmed steps and the customer's own words.

help-center-answers-and-kb

Use for how-to questions, repeat issues, and onboarding guidance: docs-first answers with citations, plus the saved reply or KB entry the next ticket reuses.

hiring-debrief-and-decision

Use when an interview loop has ended and the scorecards need pulling together, the debrief needs an agenda, or the outcome needs recording.

hiring-pipeline-analytics

Use when the user asks how hiring is going, wants funnel numbers per role, or needs a hiring report for the team.

hiring-rubric-design

Build a job-related hiring rubric with observable anchors before any candidate is screened or interviewed.

holding-statement-draft

Draft an incident holding statement that says what is known, what is being done, and when the next update comes.

hr-escalation-brief

Prepare a neutral, dated brief for HR or counsel on a sensitive people matter, with no recommendation.

icp-and-positioning

Define who the product is for and why they would pick it, so every later piece of marketing has something to be measured against.

icp-and-segmentation

Use when the user asks who to sell to, names a segment, or hands over customer lists, win-loss notes, or pipeline data: the ICP memo with segments, priorities, and anti-signals.

incident-postmortem-draft

Draft a blameless incident review with an evidence-based timeline, causes, and owned follow-ups.

industrial-pursuit-tender-handover

Use for engineered or project-based deals that run from spec-shaping through tender, bid, contract, and site handover.

interview-coordination

Use when an interview loop has to be booked, rebuilt, or moved, when a candidate or interviewer needs a message, or when the hiring tracker needs updating or checking for stalls.

interview-kit-design

Use when a role needs its interview loop planned, the panel needs question banks and anchored scorecards, or tomorrow's interviewers need prep packets.

interview-plan-and-scorecard

Create a structured interview loop that tests each rubric criterion once and captures independent evidence.

investor-relations-getting-started

Set up a controlled fundraising and investor-relations workspace with approved sources, audiences, owners, and disclosure rules.

investor-targeting-and-research

Build a sourced investor target list from published stage, sector, geography, cheque range, portfolio, and conflict facts.

invoice-drafting-and-issue

Draft a customer invoice from approved terms, validate its totals and fields, and hold issue or send for explicit approval.

james-getting-started

Use on the first conversation with James, or whenever memory has no operations preferences yet: learn the business and its size, the processes that break most, where SOPs and numbers live, who approves spend and process changes, and get to a first real ops deliverable.

job-description-drafting

Use when a job posting needs writing, an old one needs rewriting, or a posting needs a language check before it goes live.

job-offer-and-close-plan

Use when a finalist emerges and the offer needs shaping, approving, negotiating, or closing to a signed yes — composition, letter, approvals, and the dated close plan.

knowledge-base-article-writing

Draft a knowledge base article from a resolved issue or common question. Use when a ticket resolution is worth documenting for self-service, the same question keeps coming up, a workaround needs to be published, or a known issue should be communicated to customers.

knowledge-centered-service

Use when a support answer should outlive the case: capture knowledge in the flow of solving, keep help articles findable and right, and coach reuse.

kpi-analysis-getting-started

Frame a KPI question with metric definitions, sources, periods, owners, decision use, and data limits before analysis starts.

landing-page-message-match

Compare each ad's promise with its landing page and list the gaps that cost conversions.

launch-communications-plan

Plan a launch's messages, channels, owners, timing, and approvals on one page.

lead-routing-rules

Write lead routing rules that cover every case once, with a fallback and an owner.

legal-response-drafting

Generate a response to a common legal inquiry using configured templates, with built-in escalation checks for situations that shouldn't use a templated reply. Use when responding to data subject requests, litigation hold notices, vendor legal questions, NDA requests from business teams, or subpoenas.

lifecycle-email-map

Decide which emails a product should send and what triggers each one, before writing a single subject line.

lifecycle-email-marketing

When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," "lifecycle emails," "trigger-based emails," "email funnel," "email workflow," "what emails should I send," "welcome series," or "email cadence." Use this for any multi-email automated flow. For cold outreach emails, see cold-email. For in-app onboarding, see onboarding.

live-channel-queue-operations

Use when the phones ring, chat piles up, or social mentions burn: work the live queue in order, keep talk tracks short, and move public heat to private.

logistics-shipment-and-customs

Use when goods are moving: trace and expedite shipments, file customs entries, and liaise with carriers and warehouses.

lost-deal-analysis

Analyse lost deals by recorded reason, stage, segment, and age, with gaps in the reasons shown.

manage-partner-renewals-and-exits

Use when a partnership hits its lifecycle tail: change control mid-term, the renewal play from 120 days out, and clean exits with dated transitions.

map-the-partner-ecosystem

Use when the question is category-level: where the ecosystem plays, where the whitespace is, and whether to build, buy, or partner for each gap.

market-size-estimation

Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches. Use when sizing a market opportunity, estimating addressable market, preparing for investor pitches, or evaluating market entry.

marketing-content-strategy

When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce, not just writing it. For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit. For social media content specifically, see social.

marketing-copy-editing

When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' 'copy sweep,' 'tighten this up,' 'this reads awkwardly,' 'clean up this text,' 'too wordy,' 'sharpen the messaging,' 'refresh this content,' 'update this page,' 'this content is outdated,' or 'content audit.' Use this when the user already has copy and wants it improved or refreshed rather than rewritten from scratch. For writing new copy, see copywriting.

marketing-copywriting

When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," "CTA copy," "value proposition," "tagline," "subheadline," "hero section copy," "above the fold," "this copy is weak," "make this more compelling," or "help me describe my product." Use this whenever someone is working on website text that needs to persuade or convert. For email copy, see emails. For popup copy, see popups. For editing existing copy, see copy-editing. For the offer underneath the copy (bonuses, guarantees, value framing), see offers.

marketplace-partner-revenue-growth

Use when growing a travel or marketplace partner's revenue through their listing content, rates, promos, and partner-tool reads.

marketplace-two-sided-mediation

Use when buyer and seller (or guest and host, traveler and property) both have a case: hear both sides, mediate plainly, and justify any exception.

mass-recovery-and-bulk-comms

Use when many customers break at once — outage, breach, recall, or disaster: run bulk recovery, publish mass comms, and keep the war room honest.

max-getting-started

Use on the first chat with Max, or whenever their memory has no sales preferences yet: learn the book they sell into and put one real read in front of them.

maya-getting-started

Use on the first chat with Maya, or whenever her memory holds no marketing preferences yet: learn what they sell and who buys it, where their work has to land, who approves anything a customer will see, and put one real piece of marketing work on screen in the same session.

media-list-research

Build a reporter list from recent coverage, with the fit and a source link for each name.

media-pitch-email

Write a short pitch tied to one reporter's recent work, with the embargo and the ask stated.

media-plan-measure-optimize

Use when selling media, sponsorships, or programmatic where the cycle runs plan to proposal to insertion order to measured renewal.

meeting-follow-up-draft

Draft a follow-up with decisions, owners, dates, and open questions from meeting notes.

meeting-prep-brief

Prepare a one-page meeting brief with purpose, people, history, open items, and decision needed.

member-benefits-and-claims

Use when a member needs their plan to work: explain benefits, drive enrollment, fix claim payments, log grievances, and guard PHI throughout.

messaging-and-tone-matrix

Build the layer above the voice guide: the positioning line, the three proof points you repeat, the claims you will never make, the language each persona gets, and where the tone sits for sales, support, marketing and social.

metric-anomaly-detection

Flag metric anomalies against declared baselines while separating data faults, expected seasonality, and real business changes.

metric-definition-and-data-quality

Test metric definitions and source data for freshness, coverage, duplicates, missing values, impossible values, and drift.

metric-movement-analysis

Explain why a metric moved by decomposing its definition, population, segments, timing, and data pipeline into testable hypotheses.

model-the-partnership-commercials

Use when a partnership needs numbers behind the terms: business case, deal profit and loss with sensitivity, guardrail bands, and reusable templates.

month-end-close-checklist

Run a controlled month-end review with evidence, owners, blockers, and a clear distinction between prepared and approved work.

month-end-close-management

Manage the month-end close process with task sequencing, dependencies, and status tracking. Use when planning the close calendar, tracking close progress, identifying blockers, or sequencing close activities by day.

monthly-investor-update

Draft a candid monthly investor update from approved metrics, facts, decisions, risks, and specific requests for help.

monthly-profit-and-loss-summary

Draft a sourced monthly profit-and-loss summary with coverage, comparisons, drivers, and unresolved accounting items.

msa-playbook-review

Compare an MSA and linked order terms with the user's supplied playbook, citing every deviation for counsel.

multi-source-research-synthesis

Combines search results from multiple sources into coherent, deduplicated answers with source attribution. Handles confidence scoring based on freshness and authority, and summarizes large result sets effectively.

multithread-and-stakeholder-maps

Use when a deal needs its buying center mapped, a new thread opened, or a single-threaded deal rescued before it stalls.

nda-playbook-review

Compare an NDA clause by clause with the user's supplied NDA playbook and prepare deviations for counsel.

nda-risk-review

'Reference: fast triage of inbound NDAs into GREEN / YELLOW / RED so the team only spends lawyer time on the ones that need it. Built for sales and BD to self-serve before pinging legal. Loaded by /commercial-legal:review when an NDA is detected.

new-hire-onboarding-plan

Build a 30-60-90 onboarding plan with first-week schedule, milestones, owners, and check-ins.

news-angle-and-key-messages

Find the news in an announcement and write three key messages with a source for each claim.

next-step-and-handoff

Use when a sales call wrapped up with no firm next step, a live deal has stopped answering, or a won deal has to pass cleanly to closing or implementation.

nurture-sequence-build-and-readout

Build a nurture around one segment: the journey and the exit that stops it, the drafts, the experiment that decides whether it worked, the pre-send checks, and the incremental readout afterwards.

objection-and-negotiation

Use when a buyer pushes back on price, timing, competition, or terms, or when a deal needs its pricing and procurement plan.

offboarding-checklist

Build an offboarding checklist for access, equipment, knowledge handover, and farewell.

on-page-seo-audit

Audit a page the way a search engine reads it: what it is about, whether that is obvious, and the three fixes worth doing before anything else.

onboard-and-enable-partners

Use when a partner agreement is signed: run the 30/60/90 onboarding arc, stand up the enablement kit, and plan the first co-marketing motion.

onboarding-and-adoption

Use when a customer is new or newly upgraded: walk setup milestone by milestone, check health early, and draft the nudges that get them to first value.

one-to-one-agenda

Prepare a one-to-one agenda from prior notes, goals, and open actions.