Datapack Builder
w95/awesome-claude-corporate-skills
Build professional financial services data packs from various sources including CIMs, offering memorandums, SEC filings, web search, or MCP servers.
Analyze business segment performance and reporting from SEC filings using Octagon MCP.
Install Sec Segment Reporting
$ npx skills add OctagonAI/skills --skill sec-segment-reporting -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install OctagonAI/skills sec-segment-reporting --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/OctagonAI/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sec-segment-reporting .claude/skills/sec-segment-reporting && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "sec-segment-reporting" agent skill from https://github.com/OctagonAI/skills/tree/main/skills/sec-segment-reporting into .claude/skills/sec-segment-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sec-segment-reporting", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/OctagonAI/skills/tree/main/skills/sec-segment-reportingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add OctagonAI/skills --skill sec-segment-reporting -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install OctagonAI/skills sec-segment-reporting --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OctagonAI/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sec-segment-reporting .agents/skills/sec-segment-reporting && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sec-segment-reporting" agent skill from https://github.com/OctagonAI/skills/tree/main/skills/sec-segment-reporting into .agents/skills/sec-segment-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sec-segment-reporting", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add OctagonAI/skills --skill sec-segment-reporting -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install OctagonAI/skills sec-segment-reporting --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OctagonAI/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sec-segment-reporting .cursor/skills/sec-segment-reporting && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "sec-segment-reporting" agent skill from https://github.com/OctagonAI/skills/tree/main/skills/sec-segment-reporting into .cursor/skills/sec-segment-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sec-segment-reporting", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/OctagonAI/skills.git --path skills/sec-segment-reporting--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add OctagonAI/skills --skill sec-segment-reporting -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install OctagonAI/skills sec-segment-reporting --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OctagonAI/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sec-segment-reporting .gemini/skills/sec-segment-reporting && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "sec-segment-reporting" agent skill from https://github.com/OctagonAI/skills/tree/main/skills/sec-segment-reporting into .gemini/skills/sec-segment-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sec-segment-reporting", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install OctagonAI/skills sec-segment-reportingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add OctagonAI/skills --skill sec-segment-reporting -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/OctagonAI/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sec-segment-reporting .github/skills/sec-segment-reporting && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "sec-segment-reporting" agent skill from https://github.com/OctagonAI/skills/tree/main/skills/sec-segment-reporting into .github/skills/sec-segment-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sec-segment-reporting", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add OctagonAI/skills --skill sec-segment-reporting -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install OctagonAI/skills sec-segment-reporting --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OctagonAI/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sec-segment-reporting .opencode/skills/sec-segment-reporting && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "sec-segment-reporting" agent skill from https://github.com/OctagonAI/skills/tree/main/skills/sec-segment-reporting into .opencode/skills/sec-segment-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sec-segment-reporting", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
sec-segment-reporting- GitHub stars
- 127
- Token cost
- ~2k tokens
- SKILL.md length
- 680 words
- Files
- 5 (incl. references)
- Skills in repo
- 53
- Repo updated
- First seen
- Licence
- MIT
At a glance
Analyze business segment performance and reporting from SEC filings using Octagon MCP.
- Works in 4 steps: Identify Analysis Parameters → Execute Query via Octagon MCP → Expected Output → …
- Researching segment revenue
- SKILL.md covers Prerequisites, Workflow, Example Queries and Segment Reporting Framework, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Sec Segment Reporting is an agent skill from OctagonAI/skills. Analyze business segment performance and reporting from SEC filings using Octagon MCP. Use when researching segment revenue, operating income, margins, geographic breakdown, and segment restructuring from 10-K and 10-Q filings.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `README.md`, `marketplace.json` and `references/interpreting-results.md`).
It sits in Business, Finance & HR, covering MCP servers. It works with Model Context Protocol and SEC EDGAR. The repository describes itself as: A collection of Claude skills for agentic financial research by Octagon. The licence is MIT.
When your agent uses it
- Researching segment revenue
- Operating income
- Geographic breakdown
- Segment restructuring from 10-K and 10-Q filings
Example prompts
- “/sec-segment-reporting”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 51e938c. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Sec Segment Reporting loads about 2k tokens when it runs, and up to ~4.5k if it reads all its reference files. Until then it costs about 62 tokens; SKILL.md has 680 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from OctagonAI/skills at commit 51e938c, republished under its MIT licence (© OctagonAI). 680 words, ~2,028 tokens.
Download SKILL.mdSave it as
.claude/skills/sec-segment-reporting/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.- name
- sec-segment-reporting
- description
- Analyze business segment performance and reporting from SEC filings using Octagon MCP. Use when researching segment revenue, operating income, margins, geographic breakdown, and segment restructuring from 10-K and 10-Q filings.
SEC Segment Reporting
Analyze business segment performance and reporting from SEC filings for public companies using the Octagon MCP server.
Prerequisites
Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See references/mcp-setup.md for installation instructions.
Workflow
1. Identify Analysis Parameters
Determine the following before querying:
- Ticker: Stock symbol (e.g., AAPL, MSFT, GOOGL)
- Filing Type (optional): 10-K (annual) or 10-Q (quarterly)
- Focus Area (optional): Revenue, profitability, geographic, trends
2. Execute Query via Octagon MCP
Use the octagon-agent tool with a natural language prompt:
Analyze business segment performance and reporting from <TICKER>'s latest quarterly filing.MCP Call Format:
{
"server": "octagon-mcp",
"toolName": "octagon-agent",
"arguments": {
"prompt": "Analyze business segment performance and reporting from IBM's latest quarterly filing."
}
}3. Expected Output
The agent returns structured segment analysis including:
| Segment | Revenue | YoY Growth | Operating Income | Margin |
|---|---|---|---|---|
| Software | $7,209M | 10.5% | $2,374M | 32.9% |
| Consulting | $5,324M | 3.3% | $686M | 12.9% |
| Infrastructure | $3,559M | 17.0% | $644M | 18.1% |
| Financing | $200M | 10.4% | $123M | 61.6% |
Key Trends:
- Infrastructure fastest-growing at 17.0%
- Software maintains highest margin at 32.9%
- Consulting stable revenue driver
Data Sources: octagon-financials-agent, octagon-sec-agent
4. Interpret Results
See references/interpreting-results.md for guidance on:
- Understanding segment composition
- Evaluating segment profitability
- Tracking segment restructuring
- Analyzing geographic segments
Example Queries
Full Segment Analysis:
Analyze business segment performance and reporting from IBM's latest quarterly filing.Segment Profitability:
Compare operating margins across MSFT's business segments in the latest 10-K.Geographic Segments:
Analyze AAPL's revenue breakdown by geographic region from the latest 10-K.Segment Growth Trends:
Track revenue growth trends by segment for GOOGL over the last 4 quarters.Segment Restructuring:
Has AMZN restructured its segment reporting in recent filings and how?Inter-Segment Comparison:
Compare segment performance between META and GOOGL in their latest annual filings.Segment Reporting Framework
Operating Segments (ASC 280)
| Element | Description |
|---|---|
| Revenue | Segment sales, external and intersegment |
| Operating Income | Segment profit/loss |
| Assets | Segment assets allocated |
| CapEx | Capital expenditures by segment |
| Depreciation | D&A by segment |
Geographic Segments
| Element | Description |
|---|---|
| Revenue by Region | Sales by geography |
| Long-Lived Assets | Property, equipment by location |
| Country Disclosure | Material country breakouts |
Common Segment Structures
| Industry | Typical Segments |
|---|---|
| Technology | Products, Services, Cloud, Licensing |
| Retail | Stores, Online, Wholesale |
| Financial | Banking, Wealth, Insurance |
| Healthcare | Pharmaceuticals, Devices, Services |
| Industrial | Products, Services, Financing |
Key Metrics by Segment
Revenue Metrics
| Metric | Calculation | What It Shows |
|---|---|---|
| Segment Revenue | Reported amount | Size of segment |
| Revenue Mix | Segment / Total | Business composition |
| Growth Rate | (Current - Prior) / Prior | Momentum |
| Intersegment | Internal sales | Vertical integration |
Profitability Metrics
| Metric | Calculation | What It Shows |
|---|---|---|
| Operating Income | Segment profit | Profitability |
| Operating Margin | Op Income / Revenue | Efficiency |
| Contribution | Segment / Total Op Income | Profit mix |
| Margin Trend | Current vs. Prior | Direction |
Asset Metrics
| Metric | Calculation | What It Shows |
|---|---|---|
| Segment Assets | Reported amount | Capital deployed |
| Asset Turnover | Revenue / Assets | Efficiency |
| CapEx Intensity | CapEx / Revenue | Investment level |
| ROA | Op Income / Assets | Return on assets |
Segment Performance Analysis
Growth Assessment
| Growth Rate | Assessment |
|---|---|
| >20% | High growth, investment phase |
| 10-20% | Solid growth |
| 5-10% | Moderate growth |
| 0-5% | Mature, stable |
| Negative | Declining, concern |
Margin Assessment
| Margin Level | Assessment |
|---|---|
| >30% | High margin, premium |
| 20-30% | Strong margin |
| 10-20% | Moderate margin |
| 5-10% | Low margin |
| <5% | Thin margin, scale needed |
Show full SKILL.md (272 more words)Show less
Segment Health Matrix
| High Margin | Low Margin | |
|---|---|---|
| High Growth | Star segment | Investment needed |
| Low Growth | Cash cow | Turnaround/exit |
Geographic Segment Analysis
Revenue Distribution
| Region | Typical Disclosure |
|---|---|
| Americas | US, Canada, Latin America |
| EMEA | Europe, Middle East, Africa |
| APAC | Asia Pacific, Japan |
| Other | Emerging markets |
Geographic Considerations
| Factor | What to Assess |
|---|---|
| Concentration | Over-reliance on one region |
| Growth Rates | Regional momentum |
| Currency | FX exposure |
| Regulatory | Region-specific risks |
Segment Restructuring
Types of Changes
| Change | What It Means |
|---|---|
| Segment Added | New business, acquisition |
| Segment Removed | Divestiture, consolidation |
| Segments Combined | Simplified reporting |
| Segments Split | More granular disclosure |
| Renamed | Strategic repositioning |
Restructuring Red Flags
- Frequent changes - May obscure performance
- Combining declining segments - Hiding weakness
- Timing around issues - Coincides with problems
- Reduced disclosure - Less transparency
- Changed metrics - Different KPIs reported
Tracking Segment Trends
Quarterly Progression
| Metric | Q1 | Q2 | Q3 | Q4 | Trend |
|---|---|---|---|---|---|
| Revenue | |||||
| Growth | |||||
| Margin |
Year-over-Year Comparison
| Segment | Prior Year | Current | Change |
|---|---|---|---|
| Segment A | $X | $Y | Z% |
| Segment B | $X | $Y | Z% |
Inter-Company Comparison
Peer Benchmarking
Compare across competitors:
- Segment mix composition
- Relative growth rates
- Margin comparison
- Asset efficiency
Apples-to-Apples Considerations
| Factor | Adjustment Needed |
|---|---|
| Segment Definition | May differ by company |
| Cost Allocation | Different methodologies |
| Transfer Pricing | Intersegment policies |
| Consolidation | Elimination methods |
Analysis Tips
Read segment footnotes: Detailed policies and changes disclosed.
Track restructuring: Segment changes may signal strategy shifts.
Calculate margins yourself: Verify reported figures.
Watch mix shifts: Revenue composition reveals priorities.
Consider seasonality: Quarterly patterns affect segments differently.
Compare to guidance: Management targets by segment.
Use Cases
- Investment analysis: Understand business composition
- Valuation: Sum-of-parts analysis
- Due diligence: Segment-level performance
- Competitive intelligence: Compare segment positions
- Strategic analysis: Identify growth drivers
© OctagonAI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 4 other files (references) in skills/sec-segment-reporting of OctagonAI/skills.
- SKILL.md
- README.md
- marketplace.json
- references/interpreting-results.md
- references/mcp-setup.md
Open the folder on GitHubat commit 51e938c
Compare with similar skills
Sec Segment Reporting next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Sec Segment Reporting this skillOctagonAI/skills | 127 | — | ~2k | Automated safety check: Pass | MIT | |
| Datapack Builderw95/awesome-claude-corporate-skills | 244 | 1 repos | ~6k | Automated safety check: Pass | MIT | |
| Tradingview MCPatilaahmettaner/tradingview-mcp | 5k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Okx Cex Marketdex-original/okx-agent-trade-kit | 110 | 1 repos | ~2.7k | Automated safety check: Pass | MIT | |
| Polymarket Tennislivetennisapi/livetennisapi-mcp | 152 | — | ~3k | Automated safety check: Pass | MIT | |
| Kimi DatasourceMoonshotAI/kimi-code | 7.8k | — | ~1.8k | Automated safety check: Pass | MIT |
Similar skills
Tradingview MCP
atilaahmettaner/tradingview-mcp
AI Trading Intelligence — live prices, 30+ technical indicators, backtesting (6 strategies), walk-forward overfitting detection, trade logs, equity curves, licensed news sentiment (Marketaux), and…
Okx Cex Market
dex-original/okx-agent-trade-kit
A skill your agent uses when the user asks for: price of any asset, ticker, order book, candles, OHLCV, funding rate, open interest, OI change scanner, market screener (top movers, high-volume…
Polymarket Tennis
livetennisapi/livetennisapi-mcp
Build observe-only Polymarket and Kalshi tennis market tooling on the polymarket-tennis Python package (MIT) plus the Live Tennis API free tier.
Kimi Datasource
MoonshotAI/kimi-code
Universal data-source assistant for stocks (Wind, S&P, SEC EDGAR), macro (World Bank, IMF, FRED, NBS), Chinese government data and standards (GB/HB/DB/TT), corporate, academic, legal, WHO/FAO/OECD…
Okx Sentiment Tracker
dex-original/okx-agent-trade-kit
A skill your agent uses when the user asks about: 'any crypto news', 'latest news', 'market update', 'daily briefing', 'BTC news', 'ETH news', 'news on SOL', 'search SEC ETF', 'regulation news'…
More from OctagonAI/skills
All 53 skills in this repoAnalyst Estimates
OctagonAI/skills
Retrieve analyst financial estimates including Revenue and EPS projections with low/high ranges and analyst coverage.
Balance Sheet
OctagonAI/skills
Retrieve detailed balance sheet statement data including Total Assets, Current Assets, Non-Current Assets, Liabilities, Equity, and Net Debt for public companies.
Balance Sheet Growth
OctagonAI/skills
Retrieve year-over-year growth in balance sheet items including Total Assets, Total Liabilities, Shareholders Equity, Cash, and Inventories.
Batch Market Cap
OctagonAI/skills
Retrieve market capitalization data for multiple companies at once using Octagon MCP.
Cash Flow Growth
OctagonAI/skills
Retrieve year-over-year growth in cash flow metrics including Operating Cash Flow, Free Cash Flow, and Net Cash Flow.
Cash Flow Statement
OctagonAI/skills
Retrieve real-time or historical cash flow statement data including Net Income, Operating Cash Flow, Investing Cash Flow, Financing Cash Flow, Free Cash Flow, and Cash Position for public companies.
Related
Works with
Categories
Questions about Sec Segment Reporting
What does Sec Segment Reporting do?
Analyze business segment performance and reporting from SEC filings using Octagon MCP. Sec Segment Reporting is an agent skill from OctagonAI/skills. Analyze business segment performance and reporting from SEC filings using Octagon MCP.
When should I use Sec Segment Reporting?
Sec Segment Reporting fits situations like: researching segment revenue; operating income; geographic breakdown; segment restructuring from 10-K and 10-Q filings.
How do I install Sec Segment Reporting in Claude Code?
Run `npx skills add OctagonAI/skills --skill sec-segment-reporting -a claude-code`. Or copy the skill folder (skills/sec-segment-reporting in OctagonAI/skills) into .claude/skills/sec-segment-reporting in your project. Claude Code loads it when a task matches its description.
How do I install Sec Segment Reporting in Codex?
Run `npx skills add OctagonAI/skills --skill sec-segment-reporting -a codex`. Or copy the skill folder (skills/sec-segment-reporting in OctagonAI/skills) into .agents/skills/sec-segment-reporting in your project. Codex loads it when a task matches its description.
Can I use Sec Segment Reporting in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add OctagonAI/skills --skill sec-segment-reporting -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sec-segment-reporting, .gemini/skills/sec-segment-reporting, .github/skills/sec-segment-reporting and .opencode/skills/sec-segment-reporting in your project.
What does Sec Segment Reporting need to run?
SKILL.md names no scripts, command-line tools or credentials: Sec Segment Reporting is instructions for the agent only.
Does Sec Segment Reporting access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Sec Segment Reporting safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Sec Segment Reporting use?
Sec Segment Reporting is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Sec Segment Reporting use?
About 2k tokens (SKILL.md is roughly 8.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.5k tokens, read only when the agent opens those files.
What are the alternatives to Sec Segment Reporting?
Skills that share tags, products or a category with Sec Segment Reporting: Datapack Builder (w95/awesome-claude-corporate-skills, 244 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Okx Cex Market (dex-original/okx-agent-trade-kit, 110 stars) and Polymarket Tennis (livetennisapi/livetennisapi-mcp, 152 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Sec Segment Reporting?
OctagonAI (a GitHub organization) maintains it in OctagonAI/skills, which has 127 GitHub stars. The repository holds 53 skills in this directory. The repository was last updated on June 5, 2026.
Source: OctagonAI/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.