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Use Avibe Harness for durable Agent delegation, Sessions, scheduled Tasks, Watches, Runs, queues, and work that must continue beyond the current turn.

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Core distributed systems patterns - load balancing, caching, sharding, consistent hashing, message queues, rate limiting, CDN, Bloom filters, ID generation, replication, conflict resolution, CAP theorem

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Queues a deferred self-update of nwave-ai. Writes a PendingUpdateFlag that the SessionStart hook replays on the next Claude Code launch, so the current session is not interrupted. Falls back to manual instructions when the package manager cannot be detected.

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TLA+ and PlusCal for specifying distributed system invariants. Decision heuristics for when formal verification adds value, key patterns, state explosion management, and alternatives comparison.

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Canonical AT completeness gate — research-anchored 7-category taxonomy (C1-C7) + 15-item mechanical checklist. Paradigm-neutral. Drives acceptance-designer reviewer verdict deterministically.

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Dung khi mot CA NHAN da co nguoi theo doi va muon RA TIEN — 3 phien ban funnel cho founder, coach, creator; offer ladder tu mien phi den high-ticket; tam ly gia cho dich vu gan voi con nguoi; inbound vs outbound; dam phan brand deal cho creator; thue va phap ly ca nhan tai VN. Kich hoat khi user nhac 'kiem tien tu personal brand', 'offer ladder ca nhan', 'ban khoa hoc', 'coaching 1-1', 'nhan booking sponsorship', 'nhieu follower ma khong ra tien', 'founder lead gen'. Khong dung cho — dinh gia san pham cua DOANH NGHIEP thi dung skill 17-pricing-strategy; dong goi offer cho san pham cong ty thi dung skill 31-offer-design; chuoi email nuoi duong thi dung skill 14-email-marketing.

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Dung khi can tra loi duoc tai sao khach chon MINH chu khong chon nguoi khac — positioning statement theo Promise + Proof + Path, ma tran khac biet so voi doi thu, category entry points, thap thong diep 3 tang va huong tagline. Kich hoat khi user nhac 'dinh vi thuong hieu', 'positioning', 'USP', 'khac biet voi doi thu', 'tai sao khach chon minh', 'tai dinh vi', 'noi gi de khach nho', 'san pham giong het thi truong'. Khong dung cho — soi doi thu dang lam gi thi dung skill 08-nghien-cuu-doi-thu; giong noi va tu vung khi viet thi dung skill 35-brand-voice; viet cau slogan / headline poster hai lop thi dung skill 74-copy-hai-lop; dong goi goi ban thi dung skill 31-offer-design; ke hoach ra mat san pham thi dung skill 59-go-to-market.

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Use when starting work on a PERSONAL brand — a founder, coach, or creator, not a company: creates `.agents/personal-brand-context-global.md` covering story, expertise, audience, positioning, platforms, visual identity, and the asset inventory of style refs, face refs, logo, palette, and background, with region variants for US, EU, SEA, and LATAM. Skills 23 to 28 read it first. Trigger on 'personal brand setup', 'set up my founder brand', 'coach personal brand context', 'creator profile setup', 'the AI does not know my story', 'build my personal brand from zero'. Not for — a company or product brand, see `00-marketing-plan-global` and `product-marketing-context-global`; the 12-month strategy built on this, see `23-personal-brand-strategy-global`.

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Dung khi leader phai DUYET output CHU cua team truoc khi trien khai — content brief co dung insight va dung pillar khong, CTA co ro khong; ads copy va creative co proof cho claim khong, dung tone khong, hook co nam trong 125 ky tu dau khong; verdict Approve / Revise / Redo kem feedback cu the. Kich hoat khi user nhac 'duyet brief', 'review ads copy', 'duyet content', 'check truoc khi chay', 'bai nay dang duoc chua', 'em viet the nay sep xem giup', 'duyet output team'. Khong dung cho — cham diem THIET KE va hinh anh thi dung skill 47-design-review; danh gia nang luc nguoi lam thi dung skill 65-team-performance-review; can nhieu goc nhin phan bien cho mot huong chien luoc thi dung skill 72-hoi-dong-marketing.

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Dung khi da co huong launch va can QUY TRINH chay cho khong vo tran — timeline T-30 den D+7, checklist tung bo phan content, design, ads, sales, CSKH; war-room ngay launch, escalation matrix va tieu chi roll-back. Kich hoat khi user nhac 'launch playbook', 'quy trinh launch', 'checklist launch', 'war room', 'sap launch ma so sot', 'ai lam gi trong ngay launch', 'SOP ra mat', 'lan truoc launch bi loan'. Khong dung cho — chon phan khuc va thong diep de ra thi truong thi dung skill 59-go-to-market; tong ket bai hoc sau khi launch xong thi dung skill 63-campaign-retrospective; su co truyen thong bung phat thi dung skill 66-crisis-playbook.

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Dung khi can GIAO VIEC cho tung nguoi trong team marketing hoac chuan bi hop — task cu the, deadline theo gio, definition of done, rang buoc, diem check-in, kem template agenda va bien ban hop lien phong ban co action item. Kich hoat khi user nhac 'giao task cho team', 'brief cho nhan vien', 'phan cong cong viec', 'brief 1:1', 'definition of done', 'template hop', 'agenda hop marketing', 'giao viec xong lam sai y'. Khong dung cho — brief tong the ca chien dich thi dung skill 02-brief-chien-dich; duyet output nguoi ta nop len thi dung skill 62-marketing-review; danh gia hieu suat dinh ky thi dung skill 65-team-performance-review; giao viec ra ben ngoai thi dung skill 67-agency-vendor-brief.

日本語の概要は準備中です。原文の説明を表示しています。

Use when a PERSONAL brand needs AI avatar video at scale — three tool tiers, four workflows for single avatar, translation, batch, and hybrid, reference image intake, face, style, logo, and palette replacement, voice clone pairing, anti-detection, and a QA score, with disclosure-law variants for US FTC, EU AI Act, SEA, and LATAM, covering HeyGen and Synthesia. Trigger on 'AI avatar', 'HeyGen video', 'Synthesia', 'talking head AI video', 'translate my videos with AI', 'I cannot be on camera every day'. Not for — the words the avatar says, see `04-script-video-global`; audio-only voice clone and podcast, see `25-voice-clone-podcast-global`; a company product video edit, see `44-video-editor-brief-global`.

日本語の概要は準備中です。原文の説明を表示しています。

Dung khi can FILE HTML email chay duoc tren moi email client — cau truc table, CSS inline, be ngang 600px, dark mode, spec rieng cho Gmail, Outlook, Apple Mail va checklist test truoc khi gui. Mau va font lay tu brand guideline. Kich hoat khi user nhac 'email HTML', 'code email', 'template email', 'email responsive', 'email vo bo cuc tren Outlook', 'anh trong email khong hien', 'paste vao Brevo bi vo'. Khong dung cho — noi dung va chuoi gui email thi dung skill 14-email-marketing; trang web dat sau nut CTA thi dung skill 12-brief-landing-page; quy dinh mau va font thuong hieu thi dung skill 46-brand-guideline.

日本語の概要は準備中です。原文の説明を表示しています。

Use when a PERSONAL brand needs to make money — three funnel versions for founder, coach, and creator, an offer ladder from free to low to mid to high ticket, pricing psychology, inbound versus outbound outreach, and brand deal and sponsorship negotiation, with tax and legal variants for US LLC, EU per country, SEA Pte Ltd, and LATAM MEI. Trigger on 'monetize my personal brand', 'offer ladder', 'launch my course', 'coaching packages', 'sponsorship rates', 'I have an audience and no income'. Not for — a company product offer, see `31-offer-design-global` and `17-pricing-strategy-global`; the strategy that comes first, see `23-personal-brand-strategy-global`; running the community, see `28-community-building-global`.

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Dung khi can viet slogan, headline poster hoac cau ngan co HAI LOP NGHIA — mat chu dung o hot/le/canh, lop trong la brand, de nguoi doc tu nhay mot nhip. Ra 3-5 phuong an khac cong thuc, kem brief visual giao skill 42. Kich hoat khi user nhac 'viet slogan', 'cau hai y', 'copy poster', 'an y nhu Durex', 'headline poster', 'copy doi am', 'viet cau ngan dang anh'. Khong dung cho — copy quang cao tra tien theo pheu thi dung skill 05-copy-quang-cao; caption organic dai thi dung skill 37-caption-social; dinh vi chien luoc thi dung skill 58-positioning; brief anh chi tiet thi dung skill 42-brief-hinh-anh.

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Dung khi mot CA NHAN — founder, coach, creator — can chien luoc thuong hieu ca nhan 12 thang: chon niche, positioning statement ca nhan, story arc 3 chuong, 4 content pillar, thang authority 5 nac va lo trinh tang truong theo quy. Doc file context tu skill 22 truoc khi viet. Kich hoat khi user nhac 'chien luoc personal brand', 'dinh vi ca nhan', 'chon niche', 'content pillar ca nhan', 'story arc', 'founder positioning', 'toi nen noi ve chu de gi', 'xay hinh anh chuyen gia'. Khong dung cho — dinh vi cho DOANH NGHIEP hay san pham thi dung skill 58-positioning; ke hoach marketing cong ty thi dung skill 00-ke-hoach-mkt; tao file context ca nhan lan dau thi chay skill 22-personal-brand-context truoc.

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Dung khi can danh gia CON NGUOI trong team marketing dua tren du lieu — KPI scorecard theo tung vai tro writer, designer, media buyer; diem manh co vi du that; diem can cai thien; development plan 30-90 ngay; rubric cham 1-5. Kich hoat khi user nhac 'danh gia nhan vien', 'performance review', 'review nhan su', '1:1 review thang', 'nguoi nay lam duoc khong', 'co nen tang luong khong', 'feedback cho team member'. Khong dung cho — tong ket mot campaign thay vi con nguoi thi dung skill 63-campaign-retrospective; duyet chat luong mot output cu the thi dung skill 62-marketing-review; giao viec va dat deadline thi dung skill 64-team-brief.

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Dung khi da co THIET KE va can duyet truoc khi dang — cham diem 4 nhom brand consistency, hierarchy va do doc, yeu to chuyen doi, phu hop nen tang, moi nhom 10 diem, kem feedback theo dang van de - tai sao - cach sua va verdict duyet / sua nhe / lam lai. Kich hoat khi user nhac 'review design', 'duyet thiet ke', 'feedback thiet ke', 'cham diem design', 'anh nay ok chua', 'nhin sao sao ma khong biet sai cho nao', 'check brand', 'approve creative'. Dung ca khi user chi gui anh va hoi 'xem giup'. Khong dung cho — duyet CHU nhu content brief va ads copy thi dung skill 62-marketing-review; do xem trang co ra don khong thi dung skill 68-cro-audit-trang.

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Dung khi can nghien cuu tep truoc khi chay ads — interest va behavior mapping, do rong tep, phan tang cold/warm/hot, va gia thuyet targeting de test. Kich hoat khi user nhac 'nghien cuu audience', 'tep target', 'nham ai', 'interest targeting', 'chon tep chay ads', 'lookalike tu dau'. Khong dung cho — hieu tam ly va ngon ngu khach hang thi dung skill 09-insight-khach-hang; phan bo ngan sach cho tung tep thi dung skill 54-media-plan.

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Dung khi thue NGUOI NGOAI lam — agency, freelancer, production house, vendor: scope of work, spec deliverable, so vong sua, quy trinh duyet, moc thanh toan, dieu khoan IP va bao mat, bang danh gia vendor sau du an. Kich hoat khi user nhac 'brief agency', 'thue freelancer', 'quan ly vendor', 'scope of work', 'agency lam khong dung y', 'thue ngoai quay TVC', 'bao gia agency co hop ly khong', 'onboard vendor moi'. Khong dung cho — giao viec cho nhan su noi bo thi dung skill 64-team-brief; brief creator quay UGC hoac KOC thi dung skill 06-brief-ugc-egc; nhan brief tu khach khi CHINH MINH la agency thi dung skill 20-brief-client-intake.

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Dung khi can lich dang bai cho ca thang — chot content pillar va ti le, xep bai theo ngay va khung gio, ma tran tai su dung noi dung, va gan muc tieu cho tung tru cot. Kich hoat khi user nhac 'lich noi dung', 'content calendar', 'thang nay dang gi', 'len lich dang bai', 'ke hoach content thang', 'phan bo noi dung'. Khong dung cho — brief tung bai truoc khi viet thi dung skill 36-content-brief; viet caption thanh pham thi dung skill 37-caption-social; lap plan ky sau tu data thi dung skill 40-next-content-plan.

日本語の概要は準備中です。原文の説明を表示しています。

Dung khi da co lich content va can brief tung bai truoc khi viet — goc tiep can, insight goc, key message, CTA, format va tieu chuan nghiem thu. Kich hoat khi user nhac 'brief bai content', 'brief tung bai', 'goc cho bai nay', 'viet gi cho bai thu 3', 'content brief', 'huong dan viet bai'. Khong dung cho — lap lich ca thang thi dung skill 01-lich-noi-dung; viet caption thanh pham thi dung skill 37-caption-social; brief hinh anh thi dung skill 42-brief-hinh-anh.

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Dung khi can ra soat CAU HINH tai khoan quang cao mot cach he thong — 6 khau tu account, campaign, adset, creative, landing den tracking, cham Health Score 0-100 va liet ke Quick Wins. Kich hoat khi user nhac 'audit tai khoan ads', 'kiem tra tai khoan quang cao', 'health score ads', 'tai khoan chay kem qua', 'setup ads co dung khong', 'review tai khoan Meta'. Ho tro Meta, TikTok, Google, Zalo Ads. Khong dung cho — chan doan nhanh tai sao so xau thi dung skill 03-danh-gia-hieu-suat; lap ngan sach ky moi thi dung skill 54-media-plan.

日本語の概要は準備中です。原文の説明を表示しています。

Dung khi can tim va tiep can khach hang doanh nghiep — xac dinh ICP, dung danh sach prospect co nguon va ngay verify, cham diem Hot/Warm/Cold, va viet outreach qua Zalo, dien thoai, email. Kich hoat khi user nhac 'tim khach hang B2B', 'danh sach prospect', 'lead gen B2B', 'tiep can doanh nghiep', 'cold outreach', 'ban cho cong ty'. Khong dung cho — khach hang o NUOC NGOAI thi dung skill 29-xuat-khau-b2b; tai lieu ban hang va quan ly pipeline thi dung skill 71-sales-enablement; khach hang le B2C thi dung skill 09-insight-khach-hang.

日本語の概要は準備中です。原文の説明を表示しています。