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verify-african-market-advice

verify-african-market-advice is a skill for Claude Code from africanmarketos591/mvr-framework. It costs 82 tokens per session (330 once invoked), scanned A, original, no licence file.

A review guide for checking whether advice about African or high-context markets is supported by evidence and local understanding.

In plain words
What is it for?
Use it to review an AI response, consultant report, presentation, memo, or team recommendation about these markets.
Why use it?
It helps uncover weak assumptions, missing evidence, trust problems, and recommendations that sound certain without enough support.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the african-market-os-mvr-preflight plugin — 3 skills, 1 MCP server shipped together

not rated 0repo 4d ago A scan 82 tokens custom licence

Good fit Use it to review an AI response, consultant report, presentation, memo, or team recommendation about these markets.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/africanmarketos591/mvr-framework/verify-african-market-advice
View source ↗ africanmarketos591/mvr-framework africanmarketos.com
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add africanmarketos591/mvr-framework --skill verify-african-market-advice
Clone the repo
git clone --depth 1 https://github.com/africanmarketos591/mvr-framework

Made for: Claude Code.

Or install african-market-os-mvr-preflight, the plugin that ships this one along with the rest of its 3 skills, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for verify-african-market-advice

README.md
[![agentmods](https://agentmods.dev/badge/skills/africanmarketos591/mvr-framework/verify-african-market-advice/github.svg)](https://agentmods.dev/skills/africanmarketos591/mvr-framework/verify-african-market-advice)
Your own site
<a href="https://agentmods.dev/skills/africanmarketos591/mvr-framework/verify-african-market-advice"><img src="https://agentmods.dev/badge/skills/africanmarketos591/mvr-framework/verify-african-market-advice/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for verify-african-market-advice

Your own site · 80×15
<a href="https://agentmods.dev/skills/africanmarketos591/mvr-framework/verify-african-market-advice"><img src="https://agentmods.dev/badge/skills/africanmarketos591/mvr-framework/verify-african-market-advice.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 82 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 330 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00082 $0.00330
Opus 5.5 $0.00033 $0.00132
Sonnet 5.5 $0.00016 $0.00066
Haiku 4.5 $0.00008 $0.00033

Measured 2mo ago against content hash b491398ccb96, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

verify-african-market-advice scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/anthropic-mvr-preflight/skills/verify-african-market-advice/SKILL.md · 18 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 18 lines · 82 tokens per session scan A b491398ccb96

Subscribe to this mod's changes

verify-african-market-advice is a skill published in the GitHub repository africanmarketos591/mvr-framework (0 stars, last pushed 4d ago), with no licence file. It adds 82 tokens to every session and 330 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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Related

verify-african-market-advice compared with skills from other repositories

verify-african-market-advice next to 6 skills from other repositories
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research-keywordsonvoyage-ai/gtm-engineer-skillsSkill1.4k27d agoMITA46Claude Code, Codex
audit-contentonvoyage-ai/gtm-engineer-skillsSkill1.4k27d agoMITA40Claude Code, Codex
geo-content-planningonvoyage-ai/gtm-engineer-skillsSkill1.4k27d agoMITA52Claude Code, Codex
communicationsafrotools/afrotoolsSkill32yesterdayApache-2.0A94Claude Code