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 Proxy2021/Enso --skill alpharank_roadmapgit clone --depth 1 https://github.com/Proxy2021/EnsoWrote 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/proxy2021/enso/alpharank_roadmap)<a href="https://agentmods.dev/skills/proxy2021/enso/alpharank_roadmap"><img src="https://agentmods.dev/badge/skills/proxy2021/enso/alpharank_roadmap/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/proxy2021/enso/alpharank_roadmap"><img src="https://agentmods.dev/badge/skills/proxy2021/enso/alpharank_roadmap.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 | $0.00037 | $0.00501 |
| Opus 5.5 | $0.00015 | $0.00200 |
| Sonnet 5.5 | $0.00007 | $0.00100 |
| Haiku 4.5 | $0.00004 | $0.00050 |
Grade A, and why
alpharank_roadmap 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.
What it actually says
Interactive development roadmap and progress tracker for the AlphaRank quant project. Shows phases, milestones, metrics, tech stack, and risk register with persistent state.
Tool Reference
enso_alpharank_roadmap_overview (primary)
Show the full AlphaRank development roadmap with phase cards, metrics dashboard, tech stack checklist, and risk register. Use when the user says: 'show AlphaRank roadmap', 'open roadmap', 'AlphaRank progress', 'show development tracker'.
enso_alpharank_roadmap_update_phase
Update the status of a development phase. Use when the user says: 'start phase 1', 'mark foundation complete', 'update phase status'.
Parameters:
phaseId(string): Phase ID: foundation, alpha_research, portfolio, or productionstatus(string): New status: not_started, in_progress, or complete
enso_alpharank_roadmap_toggle_milestone
Toggle a milestone's completion status within a phase. Use when the user says: 'complete Qlib setup', 'mark milestone done', 'toggle milestone'.
Parameters:
phaseId(string): Phase ID: foundation, alpha_research, portfolio, or productionmilestoneId(string): Milestone ID within the phase (e.g., qlib_setup, data_pipeline)
enso_alpharank_roadmap_toggle_tech
Toggle a technology stack item's readiness status. Use when the user says: 'mark Python ready', 'toggle Qlib', 'update tech stack'.
Parameters:
techId(string): Tech stack item ID: python, qlib, lightgbm, shap, fastapi, postgresql, or market_data
enso_alpharank_roadmap_update_metric
Update a key performance metric's current value. Use when the user says: 'update CAGR to 8%', 'set Sharpe ratio', 'update metrics'.
Parameters:
metricId(string): Metric ID: cagr, sharpe, max_dd, or icvalue(string): Current value as string (e.g., '8.2%', '0.85', 'N/A')
What ships with it
7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 44 lines · 37 tokens per session scan A 9becdcfeba7e
alpharank_roadmap is a skill published in the GitHub repository Proxy2021/Enso (6 stars, last pushed 5mo ago), licensed MIT. It adds 37 tokens to every session and 501 once invoked, about $0.0001 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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