Borrowing it
Nothing to install: this file belongs to sugukurukabe/ssw-workforce-intel-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/sugukurukabe/ssw-workforce-intel-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/sugukurukabe/ssw-workforce-intel-mcpWrote 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/instructions/sugukurukabe/ssw-workforce-intel-mcp/agents-md)<a href="https://agentmods.dev/instructions/sugukurukabe/ssw-workforce-intel-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/sugukurukabe/ssw-workforce-intel-mcp/agents-md/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/instructions/sugukurukabe/ssw-workforce-intel-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/sugukurukabe/ssw-workforce-intel-mcp/agents-md.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 | $0.00474 | $0.00474 |
| Opus 5.5 | $0.00190 | $0.00190 |
| Sonnet 5.5 | $0.00095 | $0.00095 |
| Haiku 4.5 | $0.00047 | $0.00047 |
Grade A, and why
ssw-workforce-intel-mcp AGENTS.md 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 2mo 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 — 29 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Guidelines for AI Agents
Welcome! You are an AI agent utilizing the ssw-workforce-intel-mcp server. This server provides multidimensional analysis of Japan's Specified Skilled Worker (SSW) labor market, combining government official statistics (e-Stat) with local indices.
Core Capabilities & Tools
-
Labor Market Demographics:
intel_get_ssw_stats: Retrieve regional/prefectural statistics on the count of active SSW residents by industry.intel_get_regional_dashboard: Summarize overall labor statistics, resident counts, and branch scores for a prefecture.
-
Supply & Demand Analysis:
intel_find_underserved_regions: Find regions where there is a high gap between agricultural output and available support/SSWs.intel_forecast_ssw_demand: Predict future SSW resident count and quota utilization rates.
-
Competitive Landscape:
intel_get_competition_density: Look up support organization count and density relative to active SSWs in a prefecture.intel_find_branch_candidates/intel_find_branch_candidates_v2: Compute strategic fitness score for establishing new offices or support operations.
-
Wage & Financials:
intel_get_wage_by_industry: Analyze average monthly wages of foreign workers by industry.intel_get_wage_by_visa_status: Historical wage progression of foreign workers by visa status.intel_get_minimum_wage_premium: Calculate the premium of foreign worker wages relative to regional minimum wages.
Best Practices
- Use the Attributions: All responses from tools contain detailed data source attributions. Always provide reference citations (e-Stat, Ministry of Justice, MAFF, etc.) when presenting statistics to the user.
- Visualizations: This server exposes HTML-based UI resources (
ui://ssw-workforce-intel-mcp/...). Use these resources whenever the user requests a map, bar chart, or command dashboard. - Handling Non-PII Guard: The server rejects inputs that look like passport numbers, phone numbers, or resident card IDs. Guide the user to search using aggregated categories (e.g. by prefecture or industry) instead of querying individual details.
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.
- 2mo ago First seen · 29 lines · 474 tokens per session scan A 404d01612d26
ssw-workforce-intel-mcp AGENTS.md is an instructions file published in the GitHub repository sugukurukabe/ssw-workforce-intel-mcp (1 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 474 tokens to every session, about $0.0019 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.
ssw-workforce-intel-mcp AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| ssw-workforce-intel-mcp AGENTS.mdsugukurukabe/ssw-workforce-intel-mcp | Instructions file | 1 | 4mo ago | Apache-2.0 | A | 474 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |