Borrowing it
Nothing to install: this file belongs to seeincodes/skyfi-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/seeincodes/skyfi-mcp/main/.agents/skills/find-skills/SKILL.mdgit clone --depth 1 https://github.com/seeincodes/skyfi-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/skills/seeincodes/skyfi-mcp/find-skills)<a href="https://agentmods.dev/skills/seeincodes/skyfi-mcp/find-skills"><img src="https://agentmods.dev/badge/skills/seeincodes/skyfi-mcp/find-skills/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/seeincodes/skyfi-mcp/find-skills"><img src="https://agentmods.dev/badge/skills/seeincodes/skyfi-mcp/find-skills.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 | $0.00000 | $0.00574 |
| Opus 5 | $0.00000 | $0.00287 |
| Sonnet 5 | $0.00000 | $0.00115 |
| Haiku 4.5 | $0.00000 | $0.00057 |
Grade A, and why
find-skills 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 10d 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 — 48 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Skill: find-skills
Context
SkyFi MCP Server — a production-grade MCP server wrapping SkyFi's satellite imagery platform for AI agent access.
Codebase
- Target: TypeScript MCP server + Python demo agent
- Structure: Monorepo with src/ (server), examples/demo-agent/ (Python), docs/ (documentation), tests/, infra/
Stack
- TypeScript 5.x / Node.js 20 LTS / Cloudflare Workers
- @modelcontextprotocol/sdk (MCP protocol)
- Hono 4.x (HTTP framework, Workers-native)
- Zod 3.x (validation + JSON Schema derivation)
- Vitest (testing)
- tsup (bundling)
- Nominatim/OSM (geocoding)
- Cloudflare Workers KV (ephemeral stores: idempotency, rate limits, quotes)
- Prometheus + Grafana (self-hosted observability)
- Python + Google ADK (demo agent)
Key Files
skyfi-mcp-prd.md— Original detailed PRD from SkyFidocs/PRD.md— Condensed product requirementsdocs/TASK_LIST.md— Phased implementation tasks with checklistsdocs/TECH_STACK.md— Technology decisions, architecture diagram, env vars, schemadocs/USER_FLOW.md— User journey, API request/response examplesdocs/MEMO.md— Architecture decisions with rationale and rejected alternativesdocs/ERROR_FIX_LOG.md— Error tracking log with category prefixesdocs/skill-lifecycle.yml— Skill lifecycle configuration
Processing Strategy
Request → Auth (header/config) → Abuse Protection → Input Validation → Simulation Engine → Pre-Auth Policy → Idempotency Store → Tool Handler → SkyFi API/Nominatim → Response Envelope → Transport (STDIO/HTTP+SSE)
Known Patterns
- Two-step confirmation: quote_* → user confirms → execute_* (server-side enforced)
- Standard response envelope on ALL tools: { status, tool, version, simulated, data, meta, warnings }
- Simulation mode:
simulate: trueflag or SKYFI_SIMULATE=true env var - Idempotency keys required on all execute_* tools (24h TTL)
- AOI area guardrails enforced before any API call
- Credentials never stored server-side (stateless design)
- Tool descriptions are product copy, not boilerplate (LLM-facing, preconditions documented)
What ships with it
2 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.
- 10d ago First seen · 48 lines · 0 tokens per session scan A 8232a8f3ab7e
find-skills is a skill published in the GitHub repository seeincodes/skyfi-mcp (0 stars, last pushed 5mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 574 tokens. 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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