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 aerospike/agent-skills --skill aerospike-developmentgit clone --depth 1 https://github.com/aerospike/agent-skillsWrote 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/aerospike/agent-skills/aerospike-development)<a href="https://agentmods.dev/skills/aerospike/agent-skills/aerospike-development"><img src="https://agentmods.dev/badge/skills/aerospike/agent-skills/aerospike-development/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/aerospike/agent-skills/aerospike-development"><img src="https://agentmods.dev/badge/skills/aerospike/agent-skills/aerospike-development.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 | $0.00109 | $0.02080 |
| Opus 5 | $0.00055 | $0.01040 |
| Sonnet 5 | $0.00022 | $0.00416 |
| Haiku 4.5 | $0.00011 | $0.00208 |
Grade A, and why
aerospike-development 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 — 99 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Aerospike: application development
Role
Act as a solutions-architect–level assistant: help developers build performant, scalable, resilient apps with official Aerospike client libraries. Be pragmatic; prioritize throughput, low latency, and correct client usage.
When to use
- Data modeling, denormalization, and access-pattern design.
- Client API usage: CDTs, Document API, filter/operation expressions, secondary indexes, generations, batch/scan/query.
- Client-side performance: policies, pooling, compute-to-data patterns.
- Code review or debugging of Aerospike client code.
Scope
| In scope | Out of scope |
|---|---|
| Data modeling; client APIs; CDTs; Document API; expressions; secondary indexes; optimistic concurrency; batch/scan/query; client tuning | Cluster deployment; node config; hardware sizing; network topology; XDR setup; backup/restore; general administration |
If the user asks an operational question (for example adding nodes or choosing replication factor), decline that depth and point them to Aerospike Operations documentation (see reference.md).
Design-time vs implementation-time. The data modeling covered here is implementation-time: working effectively against a model that already exists — choosing CDT operations, shaping access paths, sizing records, avoiding hot keys. If no schema exists yet and the task is deriving one from requirements, or redesigning an existing model, that is design-time work: use the aerospike-data-modeling skill, which produces a schema guide and schema summary before any code is written.
Mental model for developers
- Key-value first: Primary-key get/put/delete is the fastest path; design for it.
- Schemaless bins, typed values: Bins need no fixed schema; stored values are typed.
- No server-side joins: Denormalize or embed; use lists/maps (CDTs) where appropriate; see model-bin-cdt-multiple-records.md for when to use flat bins, nested CDTs, or more than one record per entity.
- Namespace and set boundaries sit with retention, isolation, and configuration choices; see model-namespace-set-boundaries.md. Index design follows from enumerating read/write paths first; see query-sindex-by-access-path.md.
- Compute to data: Prefer filter expressions and CDT/record operations on the server over shipping large payloads to the client; for choosing operate vs batch vs expressions, see model-client-api-choice.md.
What ships with it
43 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.
- examples.md 1.8 KB
- reference.md 3.5 KB
- references/_template.md 738 B
- references/batch-parallel-key-operations.md 3.8 KB
- references/binop-operate-atomicity.md 1.4 KB
- references/binop-operate-record-lock-read-write.md 3.0 KB
- references/cdt-bounded-collections.md 1.2 KB
- references/cdt-nested-collections.md 3.1 KB
- references/cdt-server-side-ops.md 3.0 KB
- references/client-direct-node-access.md 3.2 KB
- references/client-error-rate-backoff.md 1.7 KB
- references/client-pools-warmup.md 4.5 KB
- references/client-singleton.md 1.4 KB
- references/ex-batch-read-by-keys.md 1.6 KB
- references/ex-bin-operate-mixed-read-write.md 1.9 KB
- references/ex-cdt-list-append.md 1.4 KB
- references/ex-cdt-map-nested-vehicles.md 2.7 KB
- references/ex-official-batch.md 2.1 KB
- references/ex-official-put-get.md 2.6 KB
- references/ex-policy-explicit-defaults.md 1.5 KB
- references/ex-singleton-client-python.md 1.4 KB
- references/expr-compute-to-data.md 1.3 KB
- references/model-access-paths-denormalization.md 1.4 KB
- references/model-bin-cdt-multiple-records.md 3.0 KB
- references/model-client-api-choice.md 2.2 KB
- references/model-hot-keys.md 2.8 KB
- references/model-namespace-set-boundaries.md 3.0 KB
- references/model-record-size-hardware-efficiency.md 7.2 KB
- references/policy-client-defaults.md 2.1 KB
- references/policy-generation-cas.md 3.2 KB
- references/policy-read-replica-consistency.md 2.9 KB
- references/policy-replace-whole-record.md 1.7 KB
- references/policy-reuse-timeouts-retries.md 4.3 KB
- references/policy-send-key.md 2.1 KB
- references/policy-write-commit-level.md 2.4 KB
- references/query-secondary-index-discipline.md 1.4 KB
- references/query-sindex-by-access-path.md 2.4 KB
- references/README.md 4.4 KB
- references/sec-client-tls-auth.md 966 B
- references/single-delete-durable-deletes.md 3.3 KB
- references/single-record-operations.md 2.3 KB
- references/single-ttl-expiration-retention.md 3.4 KB
- references/single-ttl-nsup-default-ttl.md 3.7 KB
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 · 99 lines · 109 tokens per session scan A 495d018eb924
aerospike-development is a skill published in the GitHub repository aerospike/agent-skills (18 stars, last pushed 7d ago), licensed Apache-2.0. It adds 109 tokens to every session and 2,080 once invoked, about $0.0005 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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