senior-buyer-ops SKILL.md skillA

senior-buyer-ops from sergeyizmailov/knowledge-delta-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add sergeyizmailov/knowledge-delta-skills/senior-buyer-ops@git:20261014.8613433

Pins git:20261014.8613433 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
sergeyizmailov/knowledge-delta-skills
Path
skills/meta/senior-buyer-ops/SKILL.md
Versions recorded
1
Latest version
git:20261014.8613433, committed Oct 14, 2026
Size
4,205 bytes
Repository stars
3
License
MIT

Senior buyer operations for Meta (FB/IG): portfolio-level decisions on what to kill, watch or scale across accounts. Day-1 operating contract, test/scale/reserve allocation, kill/watch/scale ladder with marginal scaling, Poisson-based automated rules, creative pipeline, funnel QA, spy intel, automation channels. Delegates buy/launch/count/measure mechanics to sibling skills; owns cross-account decisions, not single-ad-set diagnosis.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Senior Buyer Ops

The layer above the sibling skills: they tell you HOW; this tells you WHAT to decide as the person
accountable for a portfolio and a team's numbers. Call them in order; this file owns the decisions
between them.

| Layer | Skill |
|---|---|
| Buy mechanics (structure, bidding, pixel/CAPI, policy, diagnosis) | [`meta-ads`](../meta-ads/SKILL.md) |
| Launch, infra, accounts, survival | [`meta-grey-ops`](../meta-grey-ops/SKILL.md) |
| Counting (tracker, payout event, postbacks, nowcast) | [`tracker-ops`](../tracker-ops/SKILL.md) |
| Is a result real | [`measurement-experimentation-ops`](../measurement-experimentation-ops/SKILL.md) |

Scope: Meta (FB/IG) only. In text, `skill/NN` means `../<skill>/references/NN-*.md`.

| Need | File |
|---|---|
| Lanes, canonical kill/scale figures, allocation, marginal scaling | `references/01-portfolio-and-cadence.md` |
| Creative production, spy tools | `references/02-creative-ops.md` |
| Funnel QA | `references/03-funnel-ops.md` |
| Automated kill/scale rules that survive small samples | `references/04-automated-rules.md` |
| Automation pipe (API/MCP/CSV/Sheets) for agent vs human | `references/05-automation-channels.md` |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sergeyizmailov/knowledge-delta-skills/senior-buyer-ops@sha256:e7c682fc38a2b57b

The line at the top of this page pins the label git:20261014.8613433, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_iqh2v6i7nujqwqvi.svg)](https://markdownregistry.com/a/art_iqh2v6i7nujqwqvi)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 14, 2026.

versioncommittedcommitsizeaudit
git:20261014.8613433 latest2026-10-14 8613433 4,205 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4205 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

sergeyizmailov/knowledge-delta-skills · 3 stars · license MIT · pushed 2026-10-14 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_iqh2v6i7nujqwqvi
GET https://markdownregistry.com/api/v1/resolve?ref=sergeyizmailov/knowledge-delta-skills/senior-buyer-ops
GET https://markdownregistry.com/api/v1/blob/e7c682fc38a2b57bbd8f23abbc8e4ba77de9eb6d036d8eb798c2335e8fed2715

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from sergeyizmailov/knowledge-delta-skills

deep-research SKILL.md skill
sergeyizmailov/knowledge-delta-skills · skills/engineering/deep-research/SKILL.md · Use when asked to research deeply, compare options or vendors, fact-check a claim, investigate an unfamiliar topic…
git:20260929.c1f17bd · audit A · 3 stars
knowledge-delta-skill-architect SKILL.md skill
sergeyizmailov/knowledge-delta-skills · skills/engineering/knowledge-delta-skill-architect/SKILL.md · Triggers: write a skill for X, improve/shrink this skill, is this skill worth its tokens, my skill never triggers, port…
git:20260929.c1f17bd · audit A · 3 stars
web-scraping SKILL.md skill
sergeyizmailov/knowledge-delta-skills · skills/engineering/web-scraping/SKILL.md · Mass crawl/scrape sites incl. anti-bot (Cloudflare, Akamai, DataDome, PerimeterX). Crawl4AI = scale (arun_many…
git:20260929.c1f17bd · audit A · 3 stars
design-stack-picker SKILL.md skill
sergeyizmailov/knowledge-delta-skills · skills/frontend/design-stack-picker/SKILL.md · Use when building or restyling frontend UI and choosing building blocks — icon sets, fonts, component/block libraries…
git:20260828.24e782b · audit A · 3 stars
normcore-web SKILL.md skill
sergeyizmailov/knowledge-delta-skills · skills/frontend/normcore-web/SKILL.md · Use when building or restyling a website that should look like ordinary, long-running commercial web rather than a…
git:20260929.c1f17bd · audit A · 3 stars
responsive-adapter SKILL.md skill
sergeyizmailov/knowledge-delta-skills · skills/frontend/responsive-adapter/SKILL.md · Make an existing landing page, admin panel, dashboard, or any non-responsive page work at every viewport from 320px to…
git:20260828.24e782b · audit A · 3 stars
measurement-experimentation-ops SKILL.md skill
sergeyizmailov/knowledge-delta-skills · skills/meta/measurement-experimentation-ops/SKILL.md · Gatekeeper for 'is this result real before scaling' on Meta/Facebook buys: SRM, peeking, contamination, lag and…
git:20261014.8613433 · audit A · 3 stars
meta-ads SKILL.md skill
sergeyizmailov/knowledge-delta-skills · skills/meta/meta-ads/SKILL.md · Meta (Facebook/Instagram) Ads theory and diagnostics for the policy-compliant (clean) lane: 'why is CPA up', 'CBO vs…
git:20261014.8613433 · audit A · 3 stars
meta-grey-ops SKILL.md skill
sergeyizmailov/knowledge-delta-skills · skills/meta/meta-grey-ops/SKILL.md · Launches, monitors and operates Meta (Facebook/Instagram) ads for any vertical and offer through the metaops CLI…
git:20261014.8613433 · audit A · 3 stars
tracker-ops SKILL.md skill
sergeyizmailov/knowledge-delta-skills · skills/meta/tracker-ops/SKILL.md · Counting ops for Facebook/Meta affiliate traffic, tracker or no tracker: Keitaro + Binom APIs (keys, reports, cost…
git:20261014.8613433 · audit A · 3 stars
js-obfuscation SKILL.md skill
sergeyizmailov/knowledge-delta-skills · skills/security/js-obfuscation/SKILL.md · Use when obfuscating JavaScript, building anti-detection layers, evading Google Safe Browsing, hiding payloads from…
git:20260929.c1f17bd · audit A · 3 stars
secure-coding SKILL.md skill
sergeyizmailov/knowledge-delta-skills · skills/security/secure-coding/SKILL.md · Use when writing JavaScript, Node.js, HTML, CSS code for websites, landing pages, admin panels, APIs. Reduces common…
git:20260929.c1f17bd · audit A · 3 stars

Every file in sergeyizmailov/knowledge-delta-skills

Other files named senior-buyer-ops

senior-buyer-ops SKILL.md skill
slilbudget/knowledge-delta-skills · skills/ads-core/senior-buyer-ops/SKILL.md · Portfolio layer for 'what to kill, watch, or scale across accounts': day-1 operating contract, test/scale/reserve…
git:20260929.c1f17bd · audit A · 3 stars

Browse by kind, by grade A, or by owner.