OmegaOS

Agent-Ecosystem Watch — a daily autonomous intelligence pass over the Claude and AI-agent ecosystem on X. Reads a topic watchlist via last30days/ScrapeCreators, extracts CONCRETE improvements that make Claude / Claude Code / OmegaOS better (new features, prompting techniques, MCP servers, subagent/orchestration tricks, hooks, eval methods, model updates), scores each for integratability into OmegaOS, writes an HTML report + Telegram alert for the operator to decide, and (only when ARMED, behind an adversarial quality gate + daily cap + dedup) auto-publishes vetted best-practice tweets to @Agentik_os via omega-zernio. Use when the user says '/omg-ecosystem-watch', '/ecosystem-watch', 'veille Claude', 'veille agents IA', 'watch the Claude ecosystem', 'run the ecosystem watch', or wants to inspect/arm/disarm the daily watch. NOT a live web research primitive for one question (that is last30days / deep-research) and NOT a general social scheduler (that is the marketing suite): this is the standing daily radar tha

Claude Changelog Adopt — a daily autonomous self-improvement pass that reads the OFFICIAL Claude Code changelog (the authoritative GitHub CHANGELOG for anthropics/claude-code, with @claudecodelog as a secondary mirror), diffs it against the last version OmegaOS already absorbed, and for each NEW entry decides whether it implies a concrete OmegaOS or system-agent improvement — a new primitive, a doctrine change, an agent-behavior shift, a deprecation to unwind. It classifies each entry (opus), proposes a surgical adoption (what to change, in which file, why — like the manual /loop -> R-LOOP native-loop doctrine move), runs an adversarial anti-fabrication gate (opus, default-reject), writes a self-contained HTML report + Telegram alert for the operator to decide, and — only when ARMED — dispatches each vetted proposal to an oracle behind the full quality gate (In-Review handoff, never auto-Done, never force-push). Auto-adoption is scoped to doctrine (rules.rs), agent identities (agents/*.md), skills, and instal

Binome Claude (stratège) ⇄ Codex/Sol (coder). Claude planifie, Codex challenge la stratégie puis implémente, Claude relit le diff et rend un verdict — avec bascule automatique sur Claude si le quota Codex est épuisé. Use when the user types /duo, /omg-duo, or says: build/implement/refactor/fix with the binome, code this with Codex, delegate to Codex/Sol, pair Claude and Codex, or FR 'code ça avec Codex', 'délègue à Sol', 'binome Claude Codex', 'fais coder Codex et relis'. NOT for pure questions, reads, or one-liners (Claude handles those directly — no need to burn the Codex quota).

Growth Engine — a bounded, gated X growth system for @Agentik_os aimed at real follower growth (north star 10k) by being genuinely useful in the right conversations, never by spam automation. A daily Reply Radar finds high-leverage AI-agents/Claude threads via last30days/ScrapeCreators, drafts genuine on-voice replies, passes them through an adversarial anti-spam gate, then (only when ARMED with a valid X session) posts a LOW-CAPPED number of replies + likes via Playwright driving the operator's logged-in session, with human pacing, dedup, and a kill-switch. Use when the user says '/omg-growth-engine', '/growth-engine', 'growth X', 'gagner des followers', 'reply radar', 'engager sur X', 'arm/disarm the growth engine'. NOT a mass like/follow/DM bot (that gets the account suspended and is refused), NOT the content publisher (that is agent-ecosystem-watch): this is the engagement layer, deliberately small-volume and quality-gated.

Convene a multi-model Claude COUNCIL for a high-stakes, ambiguous, or irreversible decision — or whenever you want a genuine second opinion. Four different Claude models (Opus 5, Sonnet 4.6, Haiku 4.5, Fable 5) answer the SAME question independently and in parallel, then peer-review each other ANONYMOUSLY (answers shown as Response A/B/C, model identity hidden, so no model is favored by name), and an Opus 5 president synthesizes the final verdict WHILE surfacing the dissent. Inspired by Karpathy's LLM Council, re-implemented on the OmegaOS Workflow primitive. 100% Claude Code-native — NO API KEYS, no OpenRouter, no external provider, no extra cost: the members run as in-process Workflow sub-agents through your EXISTING Claude Code session. Use when the user says "llm council", "convene the council", "ask the council", "@council", "/llm-council", "second opinion", "deliberate", "multiple models", or faces a "high-stakes decision" / architecture choice / contradictory verification verdicts / a pre-commit design

Convert ANY project fully to Stax — the panels-inside-panels dashboard grammar (Miller columns, evolved): one mechanic (open-right), one action zone (the footer), one way back (close / breadcrumb). No pages, no modals, no tabs — the whole UI derives from a single serializable panel-workspace state (URL-synced, pinnable references, per-type sizing). Use when the user says "/stax", "/omg-stax", "convert to stax", "panelize this app", "make this a panel stack", "stax layout", "miller columns", "panels inside panels", "dashboard vision structure", or in French "convertis en stax", "passe en panneaux", "structure de dashboard". This is the OmegaOS dashboard vision structure — tracks github.com/agentik-os/stax main.

Complete Linear feedback system setup wizard (v2.1). Installs widget with priority selector + page-aware Scope labels, API routes with hardcoded label IDs and default CTO assignee, Linear label GROUPS (FEEDBACK / SOURCE / optional AGENTS), public feedback page, and MCP integration. Auto-detects dashboard pages from sidebar to generate Scope labels. Use when user says "/linear-setup", "setup linear", "add feedback system", or "install Linear widget". One-time setup. After setup, use /linear-fix to resolve tickets.

Publishes deliverable reports (audit, research memo, strategy doc, mission recap, dashboard, brief) as LIVE claude.ai Artifacts via the native Artifact tool; surface 1 of the OmegaOS report router (R-ARTIFACT). Use when the user says "report", "live report", "publish an artifact", "make this a report", "dashboard report", "share a page", or in French "rapport", "rapport live", "publie un artifact", "fais-moi un rapport", "tableau de bord". NOT for explicit PDF asks (omega pdf, R-PDF), plain file-only asks (R-HTML), generating videos or images, or scripted browser E2E.

Encrypted-in-repo secret vault (SOPS + age) so a lost laptop never means lost keys: every project's secrets are committed to git as age CIPHERTEXT and a fresh `git clone` + ONE master key restores everything (`sops -d`). A repo leak yields only ciphertext. Implements the R-SECRETS-VAULT doctrine. Use when the user says "vault", "encrypt my secrets", "secret backup", "recover my keys", "commit my API keys", "sops", "age", "never lose a key", or in French "coffre-fort", "chiffrer mes secrets", "sauvegarder mes cles", "recuperer mes cles". NOT for live secret INJECTION into a running app (that stays a plaintext .env in ~/.omega); NOT for public repos (they NEVER carry ciphertext).

Watch and analyze any video like a marketer with eyes. Give it a URL (YouTube, TikTok, Instagram, Loom, X, anything yt-dlp supports) or a local file: it downloads, extracts scene-change frames, runs a 0-10s hook microscope (dense 2fps frames plus word-level opening transcript), builds a captions-first transcript (Whisper fallback via GROQ_API_KEY or OPENAI_API_KEY, optional), and writes a structured report.md with pacing, hook words, key moments, and quotables. The canonical video-analysis primitive of the marketing machine: competitor hook analysis feeding ads-hooks, ads-video, ad-creative, scriptwriter, social-content, YoutubeContent, art-director-content-engine. Use when the user says '/watch', '/omg-watch', 'watch this video', 'analyze this video', 'analyze this ad', 'hook analysis', 'what does this competitor video do', 'transcribe this video', or in French 'regarde cette vidéo', 'analyse cette vidéo', 'analyse le hook', 'décortique cette pub', 'transcris cette vidéo'. NOT for generating videos (that is

Generate and iterate paid-ad creative at scale — headlines, descriptions, primary text, RSA variants — for any ad platform, iterating on real performance data. Use when the user says "/omg-ad-creative", "/ad-creative", "ad copy", "generate headlines", "ad variations", "creative testing", or "Facebook/Google/LinkedIn ad copy". R-MARKETING: paid creative; reference docs document optional user-invoked third-party generation APIs (user keys only).

Create, schedule, and optimize organic social content for LinkedIn, X/Twitter, Instagram, TikTok, Facebook — posts, threads, carousels, content calendars, and short-form video scripts/hooks. Use when the user says "/omg-social-content", "/social-content", "LinkedIn post", "Twitter thread", "content calendar", "reel", "short-form video", or "what should I post". R-MARKETING: organic distribution, downstream of content-strategy.

10x Thinking Mode — ambition reframe engine, not a pep talk. Takes the user's idea, plan, or goal and rethinks it 10x bigger: names the implicit ceiling they silently assumed, splits REAL constraints (physics, law, cash today) from ASSUMED ones (habit, fear, convention, identity), redesigns the mechanism — a different machine, not the same machine working harder — then runs a reality pass (what breaks first, riskiest assumption) and commits ONE concrete first step within 48h. Use when the user says '/10x', '/omg-10x', 'think 10x bigger', 'am I thinking too small', '10x this idea', 'what would the ambitious version look like', or in French 'pense 10x plus grand', 'vois plus grand', 'la version ambitieuse'. NOT for execution-planning the current-size plan (that is /omg-planner) — /10x changes the ambition, then planning follows.

Ghost — Persona Simulator (Honest Ghost). Master-level thinking mode that role-plays a target persona — user, client, investor, partner — reacting HONESTLY to a pitch, page, product, or offer: the real objections (including the unspoken one), the questions they would actually ask, and a BUY / NO-BUY / CONDITIONAL verdict with a concrete commitment, then an out-of-character debrief of the top 3 conversion fixes. The ghost is the person who is never in the room when you rehearse. Use when the user says '/ghost', '/omg-ghost', '/ghost <persona>' (e.g. '/ghost investor', '/ghost dentiste'), or in French 'joue le client', 'simule un investisseur'. NOT for real user research (a simulation never replaces talking to real users) and NOT for multi-model deliberation (that is /llm-council) — /ghost is one persona's honest reaction.

Pitch — 30-Second Pitch Generator. Distills any idea, product, or project into a tight 30-second SPOKEN pitch — hook, problem, solution, proof, ask — on a hard 75-85 word budget, plus a one-line version. Pulls the five raw materials (who it is for, the pain, the one mechanism, the strongest real proof, the specific ask) from whatever exists — idea text, a repo, a page, the conversation — lists honest inferences [ASSUMED] in a separate ASSUMPTIONS section (beat text stays clean speakable words), and never invents numbers or traction: no real proof reads 'none yet'. Use when the user says '/pitch', '/omg-pitch', 'elevator pitch', '30-second pitch', 'pitch this', 'pitch my idea/startup/product', 'how do I explain this in 30 seconds', or in French 'pitch 30 secondes', 'pitche', 'pitche-moi ça', 'présente mon projet en 30 secondes'. NOT for landing pages or long-form marketing copy (that is the marketing suite, e.g. /omg-ad-creative) — /pitch is the spoken 30-second distillation.

Run the full Marketing Mastery doctrine on a real project — a 12-Part gap-check that audits positioning, message, funnel, content, paid, pricing, partnerships, selling, retention against the doctrine and corrects the landing + strategy, then ships a 90-day plan. Also fires on EN: 'marketing master', 'run the marketing doctrine', 'full marketing audit', 'marketing gap-check', 'align my marketing', 'marketing mastery', '90-day marketing plan', 'audit my go-to-market'; and FR: 'marketing master', 'audit marketing complet', 'aligner mon marketing', 'gap-check marketing', 'doctrine marketing', 'plan marketing 90 jours', 'audite mon go-to-market'. Use to run all 12 mm-* doctrine skills as one orchestrated, self-correcting pass over a project.

Invoke this doctrine when a solo founder or operator needs the 2026-2027 marketing map before any tactic — to separate what changed (channel) from what never changes (the buying mechanism), audit where they are in the system, and kill the three novice myths. Also fires on EN: 'marketing fundamentals', 'what changed in marketing 2026', 'zero-click search', 'GEO generative engine optimization', 'distribution over product', 'marketing vs advertising', 'marketing system map', 'jobs to be done basics', 'AI search killed SEO', 'why isnt my product selling', 'build in public', 'where do I even start marketing'; and FR: 'fondamentaux marketing', 'ce qui a changé en marketing', 'zéro-clic', 'GEO référencement IA', 'distribution vs produit', 'marketing ≠ publicité', 'carte du système marketing', 'par où commencer le marketing', 'mon produit ne se vend pas', 'mythes marketing', 'être cité par les IA', 'build in public'. Use when someone is about to spend on ads or content but the positioning is still fuzzy, or asks the

Invoke this doctrine when a project's strategy must be translated into the words, the offer, and the page that make an unknown, hurried stranger act. Also fires on EN: 'messaging', 'copywriting', 'value proposition', 'irresistible offer', 'value equation', 'landing page copy', 'headline / hook', 'PAS / BAB / AIDA', 'guarantee', 'value stacking', 'brand voice', 'CTA', 'social proof'; and FR: 'message', 'copywriting', 'proposition de valeur', 'offre irrésistible', 'équation de valeur', 'copy de landing', 'accroche / titre', 'PAS / BAB / AIDA', 'garantie', 'empilement de valeur', 'voix de marque', 'verbatims', 'preuve sociale'. Use when positioning is set but the copy, the offer, or the conversion page underperform, sound abstract, talk about 'us' instead of 'you', or fail the 3-second test.

Invoke this doctrine when deciding whether, when, and how to spend money on paid acquisition — the why/when/sequence behind ads, before reaching for an execution skill. Also fires on EN: 'paid ads', 'CAC LTV', 'LTV:CAC ratio', 'payback period', 'creative testing', 'UGC ads', 'ad angles', 'should I run ads', 'scaling ad budget', 'blended CAC', 'iOS 14 attribution', 'retargeting trap', 'creative is the targeting'; and FR: 'pub payante', 'acquisition payante', 'CAC LTV', 'ratio LTV:CAC', 'payback', 'créatif testing', 'pub UGC', 'angles publicitaires', 'dois-je lancer des pubs', 'scaler le budget pub', 'CAC blended', 'attribution post-iOS 14', 'ROAS plateforme', 'quand commencer le paid'. Use when a founder asks if they are ready for ads, how to structure a first campaign, how to read performance honestly, or when to scale spend.

Invoke when a founder must SET, package, test, or raise a price — to capture the value created instead of leaving it on the table. Also fires on EN: 'pricing strategy', 'how much to charge', 'value-based pricing', 'good better best tiers', 'value metric', 'decoy pricing', 'AI/token pricing', 'usage vs seat pricing', 'raise prices', 'NRR / net revenue retention', 'Van Westendorp', 'packaging', 'expansion revenue'; and FR: 'fixer un prix', 'combien facturer', 'pricing à la valeur', 'trois tiers good/better/best', 'value metric', 'pricing leurre', 'pricing IA/tokens', 'usage vs siège', 'augmenter les prix', 'rétention nette de revenu', 'Van Westendorp', 'packaging', 'revenu d'expansion'. Use when the price is set by fear/cost instead of value, or when margin, packaging, or expansion revenue is the bottleneck.

Invoke when growth has to come from OTHER people's audiences, not just your own product or paid spend — partnerships, integrations, referral, viral loops, borrowed audience, community-as-moat. Also fires on EN: 'partnership strategy', 'co-marketing', 'integration / marketplace distribution', 'affiliate vs referral', 'viral loop', 'viral coefficient k', 'growth loop vs funnel', 'borrowed audience', 'community moat', 'build in public', 'network effects', 'channel partners', 'GEO / cited by AI'; and FR: 'stratégie de partenariat', 'co-marketing', 'intégration / marketplace', 'affiliation vs referral', 'boucle de croissance', 'coefficient viral k', 'audience empruntée', 'communauté comme douve', 'build in public', 'effets de réseau', 'distribution embedded', 'être recommandé par les IA'. Use when a solo founder with a good product is stuck because nobody knows it exists and the question is HOW to grow on distribution others already built.

Invoke when a solo founder wants to 'do growth' and reaches for traffic first — this doctrine forces the compounding order retention -> monetization -> acquisition, picks the North Star Metric, reads the retention curve, and routes the right growth loop. Also fires on EN: 'North Star Metric', 'retention curve', 'cohort analysis', 'growth loop vs funnel', 'churn and NRR', 'product-market fit signal', 'Sean Ellis PMF test', 'LTV CAC payback', 'viral k factor', 'ICE RICE prioritization', 'aha moment onboarding', 'analytics stack for a solo'; and FR: 'rétention avant acquisition', 'North Star Metric', 'courbe de rétention', 'analyse par cohortes', 'growth loop vs funnel', 'churn et expansion', 'NRR', 'test PMF Sean Ellis', 'LTV CAC payback', 'facteur viral k', 'priorisation ICE RICE', 'seau percé', 'système qui compose'. Use when growth feels like a treadmill — you keep paying for acquisition that evaporates.

Invoke when a solo / technical founder needs the doctrine that sequences a whole marketing practice — the 90-day plan from positioning to first scaling, then repeating it to build judgment and taste. Also fires on EN: 'where do I start with marketing', '90-day marketing plan', 'marketing sequence', 'novice to expert', 'how to learn marketing as a founder', 'multi-product without spreading thin', 'weekly marketing routine', 'keep delegate automate', 'build judgment and taste', 'mastery checklist'; and FR: 'plan 90 jours', 'par où commencer en marketing', 'séquence marketing', 'de novice à expert', 'fondateur multi-produits', 'routine marketing hebdo', 'garder déléguer automatiser', 'cultiver le goût', 'jugement marketing', 'checklist de maîtrise'. Use when the founder is overwhelmed by tactics and needs the ORDER, the cadence, and the path to expertise — not a single tactic.

Use BEFORE committing to a Chief-AI-Officer engagement — the pre-sign go/no-go qualification gate, the whitepaper's honest 30-minute discovery call ("I tell you honestly whether your case fits our approach; if not, I redirect you"). Maps a company against a 9-dimension AI-Readiness Maturity Model (0-4 per dimension with evidence), computes a weighted Readiness Index + maturity tier (Nascent / Emerging / Ready / Leading), and returns an honest GO / NOT-YET / REDIRECT verdict — willing to say "not yet, fix X first" or "you don't need us, you need Y". On GO it shapes the engagement (which of the 5 phases, 1-3 months, team size) + indicative investment anchored to the real grid (€2,500 setup + €2,500/member/month, monthly no-minimum) and hands to /market-proposal for the signed SOW. EN triggers AI readiness assessment, AI maturity model, go/no-go, qualify this client, is this company AI-ready, readiness scorecard, pre-engagement qualification, discovery call, should we take this client, CAIO qualification, disqua

Run a guided, role-adaptive AI discovery interview with one employee (usually a C-level or manager) so a Chief AI Officer can understand how the company really works before automating anything. Asks — in the person's own professional language (tech to a developer, marketing to a CMO, finance to a controller, plain words to non-technical people), never AI jargon — about their role, week and month, repetitive vs one-off tasks, handoffs between people, tools, integrations, what's automated vs manual, shadow IT, frictions, what to keep, what to improve, current vs ideal position, and the gap. Scans the company website first, handles consent and anonymization, then exports one standardized ZIP of .md files (identical for every person) ready for the CAIO. ALWAYS use this for an employee discovery interview, AI readiness intake, role or workflow discovery, a "decouverte" or "audit de poste", or CAIO onboarding — even if the word "skill" is never said.

Use when a Chief AI Officer (or fractional CAIO) has a BUILT, working Company AI OS and must now drive ADOPTION (Phase 3 — onboard every role, train end-users, validate first use cases in real conditions) and then TRANSFER MASTERY (Phase 4 — teach the client's team to add an agent, connect a tool, adjust a report UNAIDED) so the client OWNS and EXTENDS the system instead of depending on the CAIO. The "internal mastery" half of the offer — your teams are not spectators of the system, they are its operational guardians. EN triggers AI adoption plan, onboarding sessions, end-user training, internal documentation, system runbook, knowledge transfer, handover, autonomy readiness, extension playbook, add an agent, connect a tool, adjust a report, adoption tracker, change management for AI, nobody uses the system, operational guardians, transfer to autonomy. FR triggers plan d'adoption IA, sessions d'onboarding, formation utilisateurs, documentation interne, runbook, transfert de compétences, passation, autonomie, p

Use when a Chief AI Officer (or fractional CAIO) audits an organization, interviews employees, maps daily work, identifies tools and automation needs, designs agentic systems, specifies an AI dashboard, builds a 30/60/90 roadmap, and produces ROI + governance docs — turning a company into a legible, automatable, agentic Company AI OS. EN triggers CAIO audit, enterprise AI audit, company AI strategy, workflow audit, automation backlog, agentic systems design, AI dashboard spec, AI ROI model, company AI OS, AI operating system, build-vs-buy AI, AI governance and HITL. FR triggers audit IA entreprise, audit complet entreprise IA, cartographie des workflows, opportunites d'automatisation, systeme agentique, tableau de bord IA, ROI IA, gouvernance IA, OS IA d'entreprise, rendre l'entreprise lisible. NOT for personal/solo productivity (use personal-os-builder) or implementing a single agent (use agentic-systems-builder).

Use when a Chief AI Officer (or fractional CAIO) moves from blueprint to BUILD — taking caio-enterprise-workflow-architect's company-ai-os/ and EXECUTING the build of a centralized, federated Company-AI-OS: one dedicated client-owned server + one function-specific micro-SaaS per C-Level (CIO/CTO, CMO, CFO, CDO, COO, CHRO, CSO), wired by an inter-dashboard API contract so a COO metric can trigger a CFO alert, integrated via Composio's 6 critical connectors, with automated reports, built-in monitoring + cost/usage tracking, and a per-deliverable ship-gate that ships value in week 1 — anti-black-box, everything documented, readable, auditable, transferable. EN triggers: CAIO implementation, build the company AI OS, implementation runbook, realize the architecture, centralized federated dashboards, server provisioning, micro-SaaS per C-level, inter-dashboard API contract, dashboard federation, Composio wiring, automated reports, AI observability, instrumentation, ship-gate, go-live, Next.js Convex Clerk Stripe Co

Use to orchestrate the ENTIRE CAIO engagement — accompanying a classic company end-to-end to become AI-native — as ONE gap-checked, self-correcting pass that routes every phase to its owner skill and never rebuilds them. It walks the journey law (readiness/go-no-go → offer/sell → discovery → diagnose+architect+roadmap → build → enable+transfer → run+optimize), gap-checks each handoff (is the prior phase's real deliverable present AND sufficient before advancing?), adversarially verifies (≥2-of-3), and ships ONE CAIO Engagement Plan + a live phase tracker the operator drives. EN triggers caio master, run the full CAIO engagement, end-to-end AI transformation, make this company AI-native, orchestrate the CAIO journey, AI-native roadmap end to end, gap-check the transformation, CAIO program plan, where are we in the AI engagement. FR triggers caio master, pilote toute la transformation IA, rendre l'entreprise AI-native de bout en bout, orchestrer le parcours CAIO, plan d'accompagnement IA complet, gap-check de l

Use when a Chief AI Officer (or fractional CAIO) runs a LIVE, delivered Company AI OS — measures ACTUAL post-go-live ROI from real telemetry (never invented), monitors system health with alert thresholds, runs the weekly/monthly optimization loop, operates the deliberately-light 1h/week strategic quota, and drives client retention + land-and-expand to the next department. The Phase-5 RUN step that closes the accompaniment chain into a compounding loop back to the architect. EN triggers run the AI system, measure actual ROI, re-measure ROI, post-go-live ROI, cohort ROI, North Star Metric of the system, AI health dashboard, alert thresholds, optimization loop, weekly AI quota, 1h/week retainer, Quarterly Business Review, QBR, NRR expansion, next department, client-as-reference, retention and expansion, prove the projected ROI. FR triggers faire tourner le système IA, mesurer le ROI réel, re-mesurer le ROI, ROI après mise en prod, ROI par cohorte, métrique étoile du système, tableau de bord de santé IA, seuils d

Use to orchestrate the ENTIRE CAIO engagement — accompanying a classic company end-to-end to become AI-native — as ONE gap-checked, self-correcting pass that routes every phase to its owner skill and never rebuilds them. It walks the journey law (readiness/go-no-go → offer/sell → discovery → diagnose+architect+roadmap → build → enable+transfer → run+optimize), gap-checks each handoff (is the prior phase's real deliverable present AND sufficient before advancing?), adversarially verifies (≥2-of-3), and ships ONE CAIO Engagement Plan + a live phase tracker the operator drives. EN triggers caio master, run the full CAIO engagement, end-to-end AI transformation, make this company AI-native, orchestrate the CAIO journey, AI-native roadmap end to end, gap-check the transformation, CAIO program plan, where are we in the AI engagement. FR triggers caio master, pilote toute la transformation IA, rendre l'entreprise AI-native de bout en bout, orchestrer le parcours CAIO, plan d'accompagnement IA complet, gap-check de l

Use BEFORE committing to a Chief-AI-Officer engagement — the pre-sign go/no-go qualification gate, the whitepaper's honest 30-minute discovery call ("I tell you honestly whether your case fits our approach; if not, I redirect you"). Maps a company against a 9-dimension AI-Readiness Maturity Model (0-4 per dimension with evidence), computes a weighted Readiness Index + maturity tier (Nascent / Emerging / Ready / Leading), and returns an honest GO / NOT-YET / REDIRECT verdict — willing to say "not yet, fix X first" or "you don't need us, you need Y". On GO it shapes the engagement (which of the 5 phases, 1-3 months, team size) + indicative investment anchored to the real grid (€2,500 setup + €2,500/member/month, monthly no-minimum) and hands to /market-proposal for the signed SOW. EN triggers AI readiness assessment, AI maturity model, go/no-go, qualify this client, is this company AI-ready, readiness scorecard, pre-engagement qualification, discovery call, should we take this client, CAIO qualification, disqua

Run a guided, role-adaptive AI discovery interview with one employee (usually a C-level or manager) so a Chief AI Officer can understand how the company really works before automating anything. Asks — in the person's own professional language (tech to a developer, marketing to a CMO, finance to a controller, plain words to non-technical people), never AI jargon — about their role, week and month, repetitive vs one-off tasks, handoffs between people, tools, integrations, what's automated vs manual, shadow IT, frictions, what to keep, what to improve, current vs ideal position, and the gap. Scans the company website first, handles consent and anonymization, then exports one standardized ZIP of .md files (identical for every person) ready for the CAIO. ALWAYS use this for an employee discovery interview, AI readiness intake, role or workflow discovery, a "decouverte" or "audit de poste", or CAIO onboarding — even if the word "skill" is never said.

Use when a Chief AI Officer (or fractional CAIO) has a BUILT, working Company AI OS and must now drive ADOPTION (Phase 3 — onboard every role, train end-users, validate first use cases in real conditions) and then TRANSFER MASTERY (Phase 4 — teach the client's team to add an agent, connect a tool, adjust a report UNAIDED) so the client OWNS and EXTENDS the system instead of depending on the CAIO. The "internal mastery" half of the offer — your teams are not spectators of the system, they are its operational guardians. EN triggers AI adoption plan, onboarding sessions, end-user training, internal documentation, system runbook, knowledge transfer, handover, autonomy readiness, extension playbook, add an agent, connect a tool, adjust a report, adoption tracker, change management for AI, nobody uses the system, operational guardians, transfer to autonomy. FR triggers plan d'adoption IA, sessions d'onboarding, formation utilisateurs, documentation interne, runbook, transfert de compétences, passation, autonomie, p

Use when a Chief AI Officer (or fractional CAIO) audits an organization, interviews employees, maps daily work, identifies tools and automation needs, designs agentic systems, specifies an AI dashboard, builds a 30/60/90 roadmap, and produces ROI + governance docs — turning a company into a legible, automatable, agentic Company AI OS. EN triggers CAIO audit, enterprise AI audit, company AI strategy, workflow audit, automation backlog, agentic systems design, AI dashboard spec, AI ROI model, company AI OS, AI operating system, build-vs-buy AI, AI governance and HITL. FR triggers audit IA entreprise, audit complet entreprise IA, cartographie des workflows, opportunites d'automatisation, systeme agentique, tableau de bord IA, ROI IA, gouvernance IA, OS IA d'entreprise, rendre l'entreprise lisible. NOT for personal/solo productivity (use personal-os-builder) or implementing a single agent (use agentic-systems-builder).

Use when a Chief AI Officer (or fractional CAIO) moves from blueprint to BUILD — taking caio-enterprise-workflow-architect's company-ai-os/ and EXECUTING the build of a centralized, federated Company-AI-OS: one dedicated client-owned server + one function-specific micro-SaaS per C-Level (CIO/CTO, CMO, CFO, CDO, COO, CHRO, CSO), wired by an inter-dashboard API contract so a COO metric can trigger a CFO alert, integrated via Composio's 6 critical connectors, with automated reports, built-in monitoring + cost/usage tracking, and a per-deliverable ship-gate that ships value in week 1 — anti-black-box, everything documented, readable, auditable, transferable. EN triggers: CAIO implementation, build the company AI OS, implementation runbook, realize the architecture, centralized federated dashboards, server provisioning, micro-SaaS per C-level, inter-dashboard API contract, dashboard federation, Composio wiring, automated reports, AI observability, instrumentation, ship-gate, go-live, Next.js Convex Clerk Stripe Co

Use when a Chief AI Officer (or fractional CAIO) runs a LIVE, delivered Company AI OS — measures ACTUAL post-go-live ROI from real telemetry (never invented), monitors system health with alert thresholds, runs the weekly/monthly optimization loop, operates the deliberately-light 1h/week strategic quota, and drives client retention + land-and-expand to the next department. The Phase-5 RUN step that closes the accompaniment chain into a compounding loop back to the architect. EN triggers run the AI system, measure actual ROI, re-measure ROI, post-go-live ROI, cohort ROI, North Star Metric of the system, AI health dashboard, alert thresholds, optimization loop, weekly AI quota, 1h/week retainer, Quarterly Business Review, QBR, NRR expansion, next department, client-as-reference, retention and expansion, prove the projected ROI. FR triggers faire tourner le système IA, mesurer le ROI réel, re-mesurer le ROI, ROI après mise en prod, ROI par cohorte, métrique étoile du système, tableau de bord de santé IA, seuils d

Generate brand-quality images, videos, audio (voiceover / text-to-speech, voice cloning, and video dubbing — Seed Audio 1.0 plus ElevenLabs and other selectable TTS engines), and ads via Higgsfield (Marketing Studio: branded ads, avatars, products, hooks; Soul/Cinema/Kling models). Use when the user says "/omg-higgsfield-generate", "/higgsfield-generate", "generate an image", "make a video", "make a voiceover", "text to speech", "voice clone", "dub this video", "brand video", "UGC ad", "product demo", or "marketing studio". R-VISUAL-ID: the visual-generation engine; consumes Soul IDs from higgsfield-soul-id. Requires the higgsfield CLI, auth, and a paid plan.

Invoke when a founder must decide HOW their product is perceived — the context that makes its value obvious — before spending a euro on any channel. Also fires on EN: 'positioning', 'category design', 'join or create a category', 'differentiation', 'me-too / parity trap', 'ICP / ideal customer profile', 'Jobs-to-be-Done', 'beachhead / niche-first', 'repositioning', 'house of brands vs founder brand', 'build in public', 'AI search / GEO positioning'; and FR: 'positionnement', 'catégorie de marché', 'rejoindre ou créer une catégorie', 'différenciation', 'piège du me-too', 'ICP / client idéal', 'viser étroit', 'tête de pont', 'repositionner', 'marque-fondateur', 'phrase de positionnement', 'lisibilité IA'. Use when the message is flou, the homepage could name a competitor without sounding wrong, or distribution amplifies something nobody understands.

Invoke when a project must convert leads into paying customers and you need to decide the revenue engine (sales-led vs PLG) and the closing/onboarding mechanism before writing copy or coding an onboarding. Also fires on EN: 'sales-led vs PLG', 'founder-led sales', 'B2B sales process', 'discovery call', 'Jobs-to-be-Done', 'demo to close', 'handle objections', 'feel-felt-found', 'aha moment', 'activation / time-to-value', 'signup-flow CRO', 'behavioral follow-up sequence', 'how do I price the sales motion'; and FR: 'vente B2B', 'PLG ou sales-led', 'founder-led sales', 'appel de discovery', 'diagnostic avant pitch', 'closing', 'traiter les objections', 'feel-felt-found', 'aha moment', 'activation / time-to-value', 'onboarding qui vend', 'séquence de relance comportementale', 'la fortune est dans le follow-up'. Use when intérêt existe mais le revenu ne suit pas, ou avant d'automatiser une vente jamais réussie à la main.