Borrowing it
Nothing to install: this file belongs to oscarjpicazo/spacedata. 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/oscarjpicazo/spacedata/main/AGENTS.mdgit clone --depth 1 https://github.com/oscarjpicazo/spacedataWrote 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/oscarjpicazo/spacedata/agents-md)<a href="https://agentmods.dev/instructions/oscarjpicazo/spacedata/agents-md"><img src="https://agentmods.dev/badge/instructions/oscarjpicazo/spacedata/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/oscarjpicazo/spacedata/agents-md"><img src="https://agentmods.dev/badge/instructions/oscarjpicazo/spacedata/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 | $0.01566 | $0.01566 |
| Opus 5.5 | $0.00626 | $0.00626 |
| Sonnet 5.5 | $0.00313 | $0.00313 |
| Haiku 4.5 | $0.00157 | $0.00157 |
Grade A, and why
spacedata 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 — 54 lines — stays where its author put it; the contents beside it link to each section on GitHub.
spacedata
General
AGENTS.mdis the source of truth. AllCLAUDE.mdfiles are references to it — make changes here, not inCLAUDE.md.- Never add
Co-Authored-Byin commits or PR bodies.
Architecture
Bun monorepo (packages/*). One package for now:
| Package | What it does | Stack |
|---|---|---|
cli |
The spacedata command |
TypeScript, commander, Zod, neverthrow, satellite.js (SGP4) |
The MCP server lives inside the cli package (spacedata serve, src/mcp/mcp-server.ts): a lean 15-tool surface over stdio that reuses the source layer verbatim. Tool results carry the same {ok, source, cached, fetchedAt, data} / {ok: false, error} envelopes as the CLI; new sources should be exposed in both surfaces. In serve mode stdout belongs to the MCP transport — never write anything else to it.
Locally computed results (SGP4 position/passes/overhead) are layered: pure math in src/domain/propagation.ts (no I/O, like derive.ts), fetch+compute orchestration in src/compute/, reusing the CelesTrak source. Their envelope uses source: "celestrak+sgp4"; cached/fetchedAt describe the underlying element fetch.
Aggregated reports (spaceweather, aurora, events) fetch several products in parallel; only the core product's failure fails the command — every other section degrades to undefined plus an entry in data.warnings. Their envelope (src/core/aggregate.ts) reports cached: true only when every contributing fetch was cached, and the most recent fetchedAt.
Orbital events combine both patterns. sat events (compute/satellite-events.compute.ts, envelope spacetrack+gfz+analysis): detectors are pure math in domain/events.ts — element jumps against the object's own median/MAD noise floor (drag-detrended, gap-aware), SGP4 propagation residuals (propagationResidualKm in domain/propagation.ts) as corroboration, planetary Kp (GFZ, sources/gfz.source.ts) to separate storms from maneuvers. Events are inferences: they must always carry evidence and confidence, never a bare verdict, and thresholds/heuristics live as named constants with comments. events (compute/orbital-events.compute.ts, envelope spacetrack+launch-library+gfz) is the administrative digest — satcat_debut/satcat_change/TIP/LL2 previous, nothing inferred; grouping/classification helpers are pure in domain/catalog-events.ts. domain/iss-history.fixture.ts is real ISS gp_history (30 days around the 2026-07-02 reboost) and is the detector's ground-truth regression fixture — extend it, don't replace it, when recalibrating.
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 · 54 lines · 1,566 tokens per session scan A 95fc5fe64a74
spacedata AGENTS.md is an instructions file published in the GitHub repository oscarjpicazo/spacedata (2 stars, last pushed 3mo ago), licensed MIT. It adds 1,566 tokens to every session, about $0.0063 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.
spacedata AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| spacedata AGENTS.mdoscarjpicazo/spacedata | Instructions file | 2 | 3mo ago | MIT | A | 1,566 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,649 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| vscode model-prompts.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 2,022 | GitHub Copilot |