signoz-searching-docs

signoz-searching-docs is a skill for Claude Code from SigNoz/agent-skills. It costs 117 tokens per session (1,270 once invoked), scanned A, original, MIT.

A guide for finding information in the official SigNoz documentation. SigNoz is a tool for collecting and exploring application logs, traces, and metrics.

In plain words
What is it for?
Use it to locate and cite official instructions for OpenTelemetry, self-hosted SigNoz, API endpoints, authentication headers, and related configuration.
Why use it?
It avoids relying on memory or unofficial explanations when answering questions about SigNoz setup, instrumentation, deployment, APIs, or authentication.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the signoz plugin — 13 skills, 2 hooks shipped together

Good fit Use it to locate and cite official instructions for OpenTelemetry, self-hosted SigNoz, API endpoints, authentication headers, and related configuration.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/signoz/agent-skills/signoz-searching-docs
Install

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.

Any agent
npx skills add SigNoz/agent-skills --skill signoz-searching-docs
Clone the repo
git clone --depth 1 https://github.com/SigNoz/agent-skills

Made for: Claude Code.

Or install signoz, the plugin that ships this one along with the rest of its 13 skills, 2 hooks.

Wrote 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.

agentmods badge for signoz-searching-docs

README.md
[![agentmods](https://agentmods.dev/badge/skills/signoz/agent-skills/signoz-searching-docs/github.svg)](https://agentmods.dev/skills/signoz/agent-skills/signoz-searching-docs)
Your own site
<a href="https://agentmods.dev/skills/signoz/agent-skills/signoz-searching-docs"><img src="https://agentmods.dev/badge/skills/signoz/agent-skills/signoz-searching-docs/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.

agentmods 80×15 button for signoz-searching-docs

Your own site · 80×15
<a href="https://agentmods.dev/skills/signoz/agent-skills/signoz-searching-docs"><img src="https://agentmods.dev/badge/skills/signoz/agent-skills/signoz-searching-docs.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 117 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,270 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00117 $0.01270
Opus 5 $0.00059 $0.00635
Sonnet 5 $0.00023 $0.00254
Haiku 4.5 $0.00012 $0.00127

Measured 11d ago against content hash c3710c0df495, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

signoz-searching-docs 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.

plugins/signoz/skills/signoz-searching-docs/SKILL.md · 82 lines

How it starts

The opening of the file, as written. The whole thing — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SigNoz Docs

Use official signoz.io documentation and API references only. Ground every answer in fetched docs content and cite the canonical docs URL.

Access Docs

Prefer the SigNoz MCP server tools when available; fall back to direct HTTP fetch.

Preferred: MCP tools

  • signoz_search_docs: BM25 search over the indexed docs corpus. Pass the user's natural-language query as searchText. Narrow with section_slug when the question maps cleanly to a single docs section (the tool's own schema lists valid slugs; defer to it rather than memorizing). Trust the ranking; the index handles relevance.
  • signoz_fetch_doc: markdown for one indexed page. Pass the canonical URL or /docs/... path; optionally narrow to a section with heading. Inspect truncation_reason and available_headings in every response rather than assuming the returned content is complete.

Never call signoz_search_docs with empty searchText; always pass the user's phrase. Never call signoz_fetch_doc without a URL; neither tool guesses missing input. signoz://... URIs are MCP resources: read them through the MCP resource API, never signoz_fetch_doc, which accepts only https://signoz.io/docs/... URLs or /docs/... paths and rejects other scopes.

Never construct /docs/... URLs from memory. Only pass URLs returned by signoz_search_docs to signoz_fetch_doc; if you think you already know the page path, search first and fetch the canonical URL from the result.

Fallback: direct HTTP fetch

If the MCP tools are unavailable, SigNoz docs support Accept: text/markdown natively.

Discover via the sitemap:

GET https://signoz.io/docs/sitemap.md

Fetch a specific page:

GET https://signoz.io/docs/<path>/
Accept: text/markdown

Workflow

  1. Identify the domain from the user's question: instrumentation, OpenTelemetry setup, querying, dashboards, alerts, troubleshooting, deployment, or API docs.
  2. Check the heuristics table below. If a heuristic matches, read it before answering: heuristics encode product decisions (which path/method fits the user's environment), useful in both paths.
  3. Search and fetch: pick the path based on tool availability:
    • With MCP tools: call signoz_search_docs with the user's query; pass section_slug if the domain maps cleanly to one. Read the top 1-3 results and call signoz_fetch_doc on the chosen URL (use heading to narrow if the page is large and the question is sub-section-specific).
    • Without MCP tools: grep sitemap.md for candidate pages, rank the best 2-5 by how directly they answer the task, and GET only URLs discovered in the sitemap with Accept: text/markdown. Heuristic coverage is sparse; for topics without a heuristic row, skim the sitemap by section path and prefer setup/troubleshooting/API-reference pages over overviews.
    • Fetch one page for narrow questions; fetch multiple pages when the task spans setup + troubleshooting, or method-selection + language guide. Keep the set small.
  4. Handle truncated fetches before answering. When signoz_fetch_doc returns truncation_reason: "size", treat content as an incomplete prefix. Select the most relevant entry from available_headings and refetch the same search-result URL with that heading. If no heading covers the question, or the narrowed response is still truncated before the needed material, disclose that the fetched documentation is incomplete and do not infer that omitted content or a setting does not exist.
  5. Answer from the fetched docs and cite canonical https://signoz.io/docs/... URLs.
  6. Handle ambiguity deliberately: if multiple pages are plausible, prefer the one that completes the task most directly; mention alternates only when they materially change the answer.

Read the full file on GitHub · 82 lines

Files

What ships with it

3 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.

Changes

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.

  1. 11d ago First seen · 82 lines · 117 tokens per session scan A c3710c0df495

Subscribe to this mod's changes

signoz-searching-docs is a skill published in the GitHub repository SigNoz/agent-skills (16 stars, last pushed 9d ago), licensed MIT. It adds 117 tokens to every session and 1,270 once invoked, about $0.0006 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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