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 Kilo-Org/kilo-marketplace --skill aidp-object-storagegit clone --depth 1 https://github.com/Kilo-Org/kilo-marketplaceWrote 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/kilo-org/kilo-marketplace/aidp-object-storage)<a href="https://agentmods.dev/skills/kilo-org/kilo-marketplace/aidp-object-storage"><img src="https://agentmods.dev/badge/skills/kilo-org/kilo-marketplace/aidp-object-storage/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/kilo-org/kilo-marketplace/aidp-object-storage"><img src="https://agentmods.dev/badge/skills/kilo-org/kilo-marketplace/aidp-object-storage.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00089 | $0.01085 |
| Opus 5 | $0.00044 | $0.00543 |
| Sonnet 5 | $0.00018 | $0.00217 |
| Haiku 4.5 | $0.00009 | $0.00109 |
Grade A, and why
aidp-object-storage 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.
How it starts
The opening of the file, as written. The whole thing — 94 lines — stays where its author put it; the contents beside it link to each section on GitHub.
aidp-object-storage — OCI Object Storage native (oci://)
Read and write Object Storage data directly from Spark. The AIDP cluster's IAM identity is used automatically — no OCI_CONFIG, no API keys, no inline PEM.
When to use
- Land or read CSV / Parquet / JSON / Avro / Delta files in an OCI bucket from Spark.
- Register an External Volume (
/Volumes/...) backed by an OCI bucket. - Define an External Table (
USING CSV/PARQUET/...) over anoci://path. - Mentioned: "oci://", "Object Storage bucket", "external volume", "external table".
When NOT to use
- For Iceberg tables on OCI Object Storage → use
aidp-iceberg. - For AWS S3 → use
aidp-aws-s3. - For Azure ADLS Gen2 → use
aidp-azure-adls.
URI form
oci://<bucket>@<namespace>/<path>
The namespace is the tenancy's Object Storage namespace (OCI Console > Object Storage > Bucket Details).
Direct read/write
oci_path = "oci://my-bucket@mynamespace/folder/file"
# Write
df.write.mode("overwrite").option("header", True).format("csv").save(oci_path)
# Read
df_read = spark.read.option("header", True).format("csv").load(oci_path)
df_read.show()
Same pattern with format("parquet"), format("json"), format("delta").
External Volume (DDL)
Mount a bucket once, reference by Volume path forever:
CREATE EXTERNAL VOLUME IF NOT EXISTS default.default.ext_volume
LOCATION 'oci://my-bucket@mynamespace/';
Then:
volume_path = "/Volumes/default/default/ext_volume/folder/file"
df.write.format("csv").option("header", True).save(volume_path)
spark.read.option("header", True).format("csv").load(volume_path).show()
Drop with DROP VOLUME default.default.ext_volume.
External Table (DDL)
Register a table whose data lives in oci://:
CREATE TABLE IF NOT EXISTS default.default.ext_table (name STRING, age INT)
USING CSV
OPTIONS (path='oci://my-bucket@mynamespace/folder/file', delimiter=',', header='true');
Query like any Spark table:
spark.sql("SELECT * FROM default.default.ext_table").show()
Drop with DROP TABLE default.default.ext_table.
What ships with it
1 file 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.
- 11d ago First seen · 94 lines · 89 tokens per session scan A 7d24f836561f
aidp-object-storage is a skill published in the GitHub repository Kilo-Org/kilo-marketplace (175 stars, last pushed 20d ago), licensed Apache-2.0. It adds 89 tokens to every session and 1,085 once invoked, about $0.0004 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 2026-08-30.
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