Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ahmedawan-oracle/claude-code-plugins --skill aidp-bucket-mappinggit clone --depth 1 https://github.com/ahmedawan-oracle/claude-code-pluginsWrote 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/ahmedawan-oracle/claude-code-plugins/aidp-bucket-mapping)<a href="https://agentmods.dev/skills/ahmedawan-oracle/claude-code-plugins/aidp-bucket-mapping"><img src="https://agentmods.dev/badge/skills/ahmedawan-oracle/claude-code-plugins/aidp-bucket-mapping/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/ahmedawan-oracle/claude-code-plugins/aidp-bucket-mapping"><img src="https://agentmods.dev/badge/skills/ahmedawan-oracle/claude-code-plugins/aidp-bucket-mapping.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 | $0.00095 | $0.01271 |
| Opus 5.5 | $0.00038 | $0.00508 |
| Sonnet 5.5 | $0.00019 | $0.00254 |
| Haiku 4.5 | $0.00010 | $0.00127 |
Grade A, and why
aidp-bucket-mapping 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 — 99 lines — stays where its author put it; the contents beside it link to each section on GitHub.
aidp-bucket-mapping — wire up s3:// ↔ oci://
Several places in the migrator look up s3://<bucket>/<path> and rewrite to oci://<bucket>@<namespace>/<path>:
aidp-migrate-catalogrewrites external-tableLOCATIONclauses.aidp-migrate-jobPass-1 rewritesspark.read.parquet("s3://...")literals in notebook cells.aidp-check-dataprobes paths via the same translation.
All consult the same bucket-mapping config.
When to use
- Setting up the migrator on a new workstation / new tenancy combo.
- Any time a tool reports
S3 bucket "<name>" not found in OCI bucket mapping. Known buckets: [...]. - After provisioning a new OCI Object Storage bucket that mirrors a Databricks-side S3 bucket.
The config file
The migrator loads bucket mappings via the load_bucket_mapping() helper. The customer supplies a JSON file with this shape (file path is configurable via --bucket-mapping):
{
"buckets": {
"<s3-bucket-name>": {
"oci_bucket": "<oci-bucket-name>",
"oci_namespace": "<oci-namespace>",
"notes": "optional human note"
},
"<another-s3-bucket>": {
"oci_bucket": "<another-oci-bucket>",
"oci_namespace": "<oci-namespace>"
}
},
"default_namespace": "<oci-namespace>",
"default_region": "<oci-region>"
}
| Field | Meaning |
|---|---|
buckets.<s3-name>.oci_bucket |
Target OCI Object Storage bucket. |
buckets.<s3-name>.oci_namespace |
OCI tenancy namespace (NOT the DataLake namespace — these can differ). |
default_namespace |
Used when a path references an oci:// URL without an explicit @<ns>. |
default_region |
Used to construct the OCI client. |
Save the file to a path the user controls (gitignored — it contains tenancy-specific identifiers). Pass via --bucket-mapping <path> to every migrator entrypoint.
Building the mapping for a new tenancy
If the user is doing this for the first time:
- List the source S3 buckets referenced in the Databricks workspace. Quick way:
Or use the migrator's prep helper if available.# On the migrator repo: grep -roE 's3://[a-z0-9.-]+' <source-databricks-checkout>/ | sort -u
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 · 99 lines · 95 tokens per session scan A 9d939ac638ce
aidp-bucket-mapping is a skill published in the GitHub repository ahmedawan-oracle/claude-code-plugins (4 stars, last pushed 3mo ago), licensed MIT. It adds 95 tokens to every session and 1,271 once invoked, about $0.0004 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.
aidp-bucket-mapping compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| aidp-bucket-mappingahmedawan-oracle/claude-code-plugins | Skill | 4 | 3mo ago | MIT | A | 95 | Claude Code |
| tensorrt-llmNousResearch/hermes-agent | Skill | 262k | today | MIT | A | 18 | Claude Code, Codex |
| agent-platform-tuninggoogle/skills | Skill | 23k | today | Apache-2.0 | A | 64 | Claude Code, Codex |
| google-cloud-solution-guided-gke-ai-migrationgoogle/skills | Skill | 23k | today | Apache-2.0 | A | 157 | Claude Code, Codex |
| apigee-agent-gateway-governancegoogle/skills | Skill | 23k | today | Apache-2.0 | A | 222 | Claude Code, Codex |
| agent-platform-endpoint-managementgoogle/skills | Skill | 23k | today | Apache-2.0 | A | 64 | Claude Code, Codex |
| gke-inferencegoogle/skills | Skill | 23k | today | Apache-2.0 | A | 119 | Claude Code, Codex |