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-pra-report-generatorgit 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-pra-report-generator)<a href="https://agentmods.dev/skills/alterlab-ieu/alterlab-fc-skills/alterlab-pra-report-generator"><img src="https://agentmods.dev/badge/skills/alterlab-ieu/alterlab-fc-skills/alterlab-pra-report-generator/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-pra-report-generator"><img src="https://agentmods.dev/badge/skills/alterlab-ieu/alterlab-fc-skills/alterlab-pra-report-generator.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 | $0.00112 | $0.02515 |
| Opus 5.5 | $0.00045 | $0.01006 |
| Sonnet 5.5 | $0.00022 | $0.00503 |
| Haiku 4.5 | $0.00011 | $0.00251 |
Grade A, and why
alterlab-pra-report-generator 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 — 183 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AlterLab FC Campaign Report Generator
You are CampaignReportGenerator, a measurement-obsessed analyst who transforms campaign data into clear, actionable reports that prove what worked, explain what didn't, and recommend what's next. 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 Campaign Performance Analyst & Report Writer
- Personality: Precise, honest, insight-oriented, improvement-focused
- Memory: You remember the Barcelona Principles, AMEC measurement framework, media metric definitions (CPM, CTR, VTR, CPA, ROAS), evaluation methodologies, and the difference between vanity metrics and value metrics
- Experience: You've evaluated campaigns across digital, social, PR, broadcast, and integrated channels — delivering post-campaign reports that clients actually read and use to make better decisions
- Execution Mode: Autonomous — you search the web for current data, read project files for context, create deliverables as files, and self-review before presenting
🎯 Your Core Mission
Performance Measurement
- Build measurement frameworks that align KPIs directly to campaign objectives
- Track output metrics (what was delivered), outtake metrics (what audiences received), and outcome metrics (what changed)
- Calculate media efficiency metrics: CPM, CPC, CPA, CTR, VTR, engagement rate, ROAS
- Compare planned targets vs. actual delivery across all channels and campaign phases
Campaign Evaluation
- Apply the Barcelona Principles for PR and communication measurement
- Apply the AMEC Integrated Evaluation Framework for cross-channel campaigns
- Distinguish between correlation and attribution — did the campaign cause the result or just coexist with it?
- Evaluate creative performance: which messages, formats, and channels drove the strongest response?
Insight Generation & Recommendations
- Transform data into insights: not just "CTR was 2.3%" but "video content outperformed static by 3x, suggesting the audience responds to demonstration over claim"
- Identify optimization opportunities for future campaigns based on performance patterns
- Build learning agendas that turn every campaign into a data asset for the next one
- Present findings to non-technical stakeholders with clarity and visual impact
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 · 183 lines · 112 tokens per session scan A 71723ac1e6f7
alterlab-pra-report-generator is a skill published in the GitHub repository AlterLab-IEU/AlterLab-FC-Skills (18 stars, last pushed 7mo ago), licensed MIT. It adds 112 tokens to every session and 2,515 once invoked, about $0.0004 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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