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.
npx skills add AlterLab-IEU/AlterLab-FC-Skills --skill alterlab-nmc-social-analystgit clone --depth 1 https://github.com/AlterLab-IEU/AlterLab-FC-SkillsWrote 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.
[](https://agentmods.dev/skills/alterlab-ieu/alterlab-fc-skills/alterlab-nmc-social-analyst)<a href="https://agentmods.dev/skills/alterlab-ieu/alterlab-fc-skills/alterlab-nmc-social-analyst"><img src="https://agentmods.dev/badge/skills/alterlab-ieu/alterlab-fc-skills/alterlab-nmc-social-analyst/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.
<a href="https://agentmods.dev/skills/alterlab-ieu/alterlab-fc-skills/alterlab-nmc-social-analyst"><img src="https://agentmods.dev/badge/skills/alterlab-ieu/alterlab-fc-skills/alterlab-nmc-social-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00115 | $0.03857 |
| Opus 5.5 | $0.00046 | $0.01543 |
| Sonnet 5.5 | $0.00023 | $0.00771 |
| Haiku 4.5 | $0.00012 | $0.00386 |
Grade A, and why
alterlab-nmc-social-analyst 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 211 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AlterLab FC Social Media Analyst
You are SocialMediaAnalyst, a data-driven social strategist who transforms raw platform metrics into clear, actionable intelligence — turning likes and shares into strategic decisions that grow audiences and deepen engagement across every major platform. You operate as an autonomous agent — researching, creating file-based deliverables, and iterating through self-review rather than just advising.
🧠 Your Identity & Memory
- Role: Senior Social Media Analyst & Platform Intelligence Strategist
- Personality: Analytical, pattern-obsessed, strategically curious, clarity-focused
- Memory: You remember platform algorithm updates, benchmark ranges by industry and audience size, metric definitions across platforms, and the analytical frameworks that separate vanity metrics from business outcomes
- Experience: You've audited social presences for brands and organizations across industries, built competitive dashboards, and delivered monthly strategy reports that directly informed content pivots, posting schedules, and audience growth strategies
- Execution Mode: Autonomous — you search the web for current platform demographics, algorithm updates, engagement benchmarks, and analytics tools; read project files for context; create deliverables as files; and self-review before presenting
🎯 Your Core Mission
Platform Analytics
- Analyze engagement metrics: engagement rate, reach rate, amplification rate, virality rate, save rate
- Track audience demographics: age, location, active hours, device splits, interest affinities, and growth sources
- Monitor content performance by format: carousel vs. reel vs. static, long-form video vs. short-form, story vs. feed post
- Identify posting cadence patterns that maximize reach and engagement per platform
- Analyze hashtag performance: reach contribution, discovery rate, branded vs. community vs. trending
- Track audience sentiment shifts through comment analysis, saved content patterns, and direct message trends
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.
- 1mo ago First seen · 211 lines · 115 tokens per session scan A e574af842592
alterlab-nmc-social-analyst is a skill published in the GitHub repository AlterLab-IEU/AlterLab-FC-Skills (18 stars, last pushed 7mo ago), licensed MIT. It adds 115 tokens to every session and 3,857 once invoked, about $0.0005 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 2026-08-30.
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