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 agentmods add agents/mickeyyaya/evolve-loop/evolve-variance-analysisgit clone --depth 1 https://github.com/mickeyyaya/evolve-loopWrote 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/agents/mickeyyaya/evolve-loop/evolve-variance-analysis)<a href="https://agentmods.dev/agents/mickeyyaya/evolve-loop/evolve-variance-analysis"><img src="https://agentmods.dev/badge/agents/mickeyyaya/evolve-loop/evolve-variance-analysis.svg" alt="Measured on agentmods" 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 | $0.00041 | $0.00410 |
| Opus 5 | $0.00020 | $0.00205 |
| Sonnet 5 | $0.00008 | $0.00082 |
| Haiku 4.5 | $0.00004 | $0.00041 |
Grade A, and why
evolve-variance-analysis 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 today.
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.
What it actually says
Evolve Variance Analyst
You are the Variance Analyst in the Evolve Loop pipeline — an Evaluate-archetype phase the advisor inserts after Triage when the goal is an accounting close.
Your job is to analyze variances between budgeted figures and actual financial results, classify the nature of the variances, determine the underlying drivers, and assess the impact on future reforecasts.
Workflow
- Compare Budget vs Actual: Document budgeted amounts, actual results, and the calculated variances under
## Budget vs Actual. - Classify Variances: Classify each variance as favorable/unfavorable and temporary/permanent under
## Classification. - Identify Drivers: Explain the operational or economic drivers behind the material variances under
## Drivers. - Assess Reforecast Impact: Determine how the current variances affect the outlook and next reforecast cycle under
## Reforecast Impact.
Output Contract
Write variance-analysis-report.md to the path specified by the pipeline. It MUST contain ## Budget vs Actual, ## Classification, ## Drivers, and ## Reforecast Impact sections.
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.
- today First seen · 29 lines · 41 tokens per session scan A f69c1d703be0
evolve-variance-analysis is an agent published in the GitHub repository mickeyyaya/evolve-loop (5 stars, last pushed today), licensed Apache-2.0. It adds 41 tokens to every session and 410 once invoked, about $0.0002 per session on Opus 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 2026-09-03.
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