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 Benknightdark/neo-skills --skill neo-opentelemetrygit clone --depth 1 https://github.com/Benknightdark/neo-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/benknightdark/neo-skills/neo-opentelemetry)<a href="https://agentmods.dev/skills/benknightdark/neo-skills/neo-opentelemetry"><img src="https://agentmods.dev/badge/skills/benknightdark/neo-skills/neo-opentelemetry/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/benknightdark/neo-skills/neo-opentelemetry"><img src="https://agentmods.dev/badge/skills/benknightdark/neo-skills/neo-opentelemetry.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 | $0.00076 | $0.01065 |
| Opus 5 | $0.00038 | $0.00532 |
| Sonnet 5 | $0.00015 | $0.00213 |
| Haiku 4.5 | $0.00008 | $0.00106 |
Grade A, and why
neo-opentelemetry 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 12d 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 — 95 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Neo OpenTelemetry
Provide source-grounded OpenTelemetry guidance for concepts and operations without generating programming-language instrumentation code.
Scope boundary
In scope:
- Observability concepts, telemetry signals, correlation, resources, semantic conventions, and sampling.
- Collector pipelines, components, deployment patterns, declarative configuration, scaling, resiliency, internal telemetry, transformation, and troubleshooting.
- Kubernetes, FaaS, OpenTelemetry Operator, OBI, and other zero-code operational approaches.
- Security, sensitive-data handling, Prometheus interoperability, and OpenCensus/OpenTracing migration planning.
Out of scope:
- Language-specific SDK/API usage, manual instrumentation, source-code examples, and library integration code.
- Building the Collector from source or developing custom receivers, processors, exporters, connectors, or extensions.
- Vendor pricing, backend-specific query languages, and backend product administration unless needed only as context for an OpenTelemetry decision.
If the request crosses the boundary, answer the in-scope operational portion and identify the excluded portion. Point to the appropriate official language or component-development documentation instead of inventing code.
Workflow
- Classify the request as explanation, architecture decision, configuration review, security review, migration, or troubleshooting.
- Load
references/sources-and-scope.mdwhenever the answer depends on source coverage, current status, or an excluded area. - Load only the references required by the request:
- Foundations and terminology:
references/foundations.md - Signals and sampling:
references/signals-and-sampling.md - Collector topology and configuration:
references/collector-architecture-and-configuration.md - Collector operations and troubleshooting:
references/collector-operations.md - Kubernetes, FaaS, Operator, and zero-code:
references/platforms-and-zero-code.md - Security and sensitive data:
references/security.md - Prometheus, migration, and deployment guidance:
references/compatibility-and-guidance.md
- Foundations and terminology:
- Inspect user-provided configuration and environment evidence before recommending changes. Never assume topology, volume, failure tolerance, trust boundaries, or backend capabilities.
- Verify time-sensitive facts against official OpenTelemetry sources. If verification is unavailable, identify the snapshot revision and state that current status cannot be confirmed.
- Produce the smallest useful response and cite the official page supporting material claims.
What ships with it
10 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.
- evals/eval_queries.json 2.6 KB
- evals/evals.json 5.4 KB
- references/collector-architecture-and-configuration.md 6.3 KB
- references/collector-operations.md 6.4 KB
- references/compatibility-and-guidance.md 6.5 KB
- references/foundations.md 6.0 KB
- references/platforms-and-zero-code.md 6.9 KB
- references/security.md 6.1 KB
- references/signals-and-sampling.md 6.8 KB
- references/sources-and-scope.md 3.2 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.
- 12d ago First seen · 95 lines · 76 tokens per session scan A c42c2d86af54
neo-opentelemetry is a skill published in the GitHub repository Benknightdark/neo-skills (7 stars, last pushed 6d ago), licensed MIT. It adds 76 tokens to every session and 1,065 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 2026-08-31.
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