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 skills/realnaka/alphaloop/openordernpx skills add realnaka/alphaloop --skill openordergit clone --depth 1 https://github.com/realnaka/alphaloopWrote 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/realnaka/alphaloop/openorder)<a href="https://agentmods.dev/skills/realnaka/alphaloop/openorder"><img src="https://agentmods.dev/badge/skills/realnaka/alphaloop/openorder.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 | $0.00195 | $0.04605 |
| Opus 5 | $0.00097 | $0.02302 |
| Sonnet 5 | $0.00039 | $0.00921 |
| Haiku 4.5 | $0.00019 | $0.00460 |
Grade A, and why
openorder 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 5d 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 — 428 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OpenOrder — Investment Research Wiki Skill
Order out of investment chaos. An open AI-maintained research wiki that compounds your edge across every conversation.
1. Core Mission
OpenOrder turns scattered investment research into a persistent, compounding wiki maintained by your AI agent.
Following the Karpathy LLM Wiki pattern:
- The agent is the maintainer; you are the prompter + source curator
- Knowledge is compiled once, kept fresh — not re-derived on every query
- The wiki is a persistent, compounding artifact — every conversation makes it smarter
Every conversation that touches a ticker / industry / earnings / framework MUST execute:
READ → REASON → WRITE → LOG → (periodically) LINT
↓ ↓ ↓ ↓ ↓
look up combine archive timeline health-check
existing real-time new append-only contradictions,
data + history insights record gaps, staleness
2. Three-Layer Architecture
${OPENORDER_HOME}/
│
├── raw/ ← Layer 1: Raw Sources (immutable, read-only)
│ ├── earnings/ Earnings transcripts / 8-K filings
│ ├── articles/ Articles, tweets, blog posts
│ ├── filings/ SEC 10-K/10-Q PDFs
│ ├── research-notes/ Raw research notes from conversations
│ └── README.md
│
├── [Wiki Layer] ← Layer 2: Wiki (LLM-owned, continuously maintained)
│ ├── INDEX.md 📌 Content index (always read first)
│ ├── log.md 📌 Activity log (append-only timeline)
│ ├── README.md
│ ├── companies/{TICKER}.md Company profiles
│ ├── industries/{NAME}/ Industry deep-dives
│ ├── frameworks/{NAME}.md Investment frameworks
│ ├── earnings/{TICKER}-{Q}.md Earnings deep-dives
│ ├── portfolios/{NAME}.md Portfolio configurations
│ └── templates/ Templates for new entries
│
└── [Schema Layer] ← Layer 3: Schema (this file)
~/.claude/skills/openorder/SKILL.md (or equivalent for other agents)
What ships with it
11 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.
- AGENTS.md 3.6 KB
- docs/compatibility.md 3.6 KB
- docs/credits.md 3.5 KB
- docs/customize.md 4.5 KB
- examples/company-template.md 3.3 KB
- examples/earnings-template.md 3.2 KB
- examples/INDEX.example.md 2.6 KB
- examples/log.example.md 2.9 KB
- examples/raw-README.example.md 1.6 KB
- examples/wiki-README.example.md 1.6 KB
- README.md 10 KB
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.
- 5d ago First seen · 428 lines · 195 tokens per session scan A 65e418320253
openorder is a skill published in the GitHub repository realnaka/alphaloop (19 stars, last pushed 2mo ago), licensed MIT. It adds 195 tokens to every session and 4,605 once invoked, about $0.0010 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 2026-08-30.
Other skills, from other repositories
app-store-pricing
App Store pricing strategy, global equalization, subscription management, and regional pricing decisions using Apple's official 900-price-point system. Use when user asks about pricing tiers, IAP pricing, subscription pricing, regional pricing, price changes, App Store proceeds, base storefront selection, introductory…
justfix
Use this skill when the user asks for a quote, estimate, price, or "how much" for a UK trades job – electrical, plumbing, locksmith, glazing, carpentry, handyperson, heating, gas, roofing, drains, white goods, or boiler service. Calls the JustFix Estimator MCP server to return a cost breakdown, scope summary, and a…
alpha-vantage
Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators, and 50+ technical indicators via the Alpha Vantage API. Use when fetching stock prices (OHLCV), company fundamentals (income statement, balance sheet, cash flow), earnings, options data, market…
asc-ppp-pricing
Set territory-specific pricing for subscriptions and in-app purchases using current asc setup, pricing summary, price import, and price schedule commands. Use when adjusting prices by country or implementing localized PPP strategies.
telnyx-account-curl
Manage account balance, payments, invoices, webhooks, and view audit logs and detail records. This skill provides REST API (curl) examples.
pricing-update
Sync OpenUsage's pricing supplement with Cursor's published model pricing. Pulls https://cursor.com/docs/models-and-pricing.md, diffs it against pricingsupplement.json, updates entries/aliases/multipliers, validates, and opens a PR. Use when Cursor adds or re-prices models, a spend tile shows a warning triangle for an…