Borrowing it
Nothing to install: this file belongs to jbwod/CASDA-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/jbwod/CASDA-MCP/master/.cursor/skills/casda-reproducible-manifest/SKILL.mdgit clone --depth 1 https://github.com/jbwod/CASDA-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/jbwod/casda-mcp/casda-reproducible-manifest)<a href="https://agentmods.dev/skills/jbwod/casda-mcp/casda-reproducible-manifest"><img src="https://agentmods.dev/badge/skills/jbwod/casda-mcp/casda-reproducible-manifest/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/jbwod/casda-mcp/casda-reproducible-manifest"><img src="https://agentmods.dev/badge/skills/jbwod/casda-mcp/casda-reproducible-manifest.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 | $0.00047 | $0.00313 |
| Opus 5 | $0.00023 | $0.00156 |
| Sonnet 5 | $0.00009 | $0.00063 |
| Haiku 4.5 | $0.00005 | $0.00031 |
Grade A, and why
casda-reproducible-manifest 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 11d 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.
What it actually says
CASDA reproducible manifest
Workflow
- Confirm the exact
product_idswith the user after search/inspect. - Optionally call
casda_get_productfor each ID so sizes, SBIDs, and release state are clear. - Call
casda_create_manifestwith those IDs. Setsource_nameandworkflow_namewhen the user supplies labels. - Leave
include_download_urlsfalse. Artifact URLs are never persisted because opaque paths may be short-lived credentials; requesting true only records an omission warning. - Re-read the manifest later via
casda://manifests/{manifest_id}when persistent server state is enabled.
What the manifest includes
Typed product metadata, filenames, estimated sizes, available checksums, SBIDs, project codes, spatial/spectral fields, access state, known originating search criteria, sanitised provenance, and per-product collection_metadata (obs_collection, facility_name, release date span) plus a de-duplicated collections summary. For citation metadata call casda_resolve_collection_doi; never invent a DOI. The tool does not stage or download files.
Related prompt
Use MCP prompt build-reproducible-selection.
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.
- 11d ago First seen · 26 lines · 47 tokens per session scan A f31b5d742321
casda-reproducible-manifest is a skill published in the GitHub repository jbwod/CASDA-MCP (0 stars, last pushed 1mo ago), licensed BSD-3-Clause. It adds 47 tokens to every session and 313 once invoked, about $0.0002 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 2026-08-31.
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