Strands Agents is an open-source SDK for building and running AI agents in Python and TypeScript. Developers use it to create agents with model providers, tools, lifecycle controls, memory, sessions, streaming, tracing, and evaluations, and the catalogue includes add-ons for its agent-building workflow.
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 agentmods add skills/strands-agents/harness-sdk/docs-auditnpx skills add strands-agents/harness-sdk --skill docs-auditgit clone --depth 1 https://github.com/strands-agents/harness-sdkWrote 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/strands-agents/harness-sdk/docs-audit)<a href="https://agentmods.dev/skills/strands-agents/harness-sdk/docs-audit"><img src="https://agentmods.dev/badge/skills/strands-agents/harness-sdk/docs-audit.svg" alt="Measured on agentmods" 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 | $0.00079 | $0.01290 |
| Opus 5 | $0.00039 | $0.00645 |
| Sonnet 5 | $0.00016 | $0.00258 |
| Haiku 4.5 | $0.00008 | $0.00129 |
Grade A, and why
docs-audit 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 5d 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 — 115 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Documentation Audit
Assess an existing documentation page. Produces a structured assessment with specific improvement recommendations.
How this differs from docs-reviewer: The docs-reviewer is a voice/style gate for drafts in progress (runs at the end of docs-writer). The docs-audit is an assessment tool for published pages: it checks accuracy against SDK source, identifies content gaps, and optionally compares against competitor docs. Use docs-audit to decide what needs work; use docs-reviewer to verify that a draft is ready to ship.
When to Use
- Before rewriting a doc page (understand current state first)
- When community signals point to confusion around a topic
- During periodic docs health checks
- When comparing Strands docs to competitor docs on the same topic
Inputs
- Target page: File path in
site/src/content/docs/or published URL - Content type: If known. If not, classify it first.
- Context (optional): Community signals, GitHub issues, or specific concerns
Process
Step 1: Fetch and classify
Read the source file from site/src/content/docs/ in this repo. If you need the published version and have web access, fetch from strandsagents.com.
Classify the content type (tutorial, howto, reference, explanation, mixed). Note: "mixed" is itself a finding. Pages that mix types are the most common structural problem.
Step 2: Voice stack review
Walk through each layer of the voice stack defined in ../../references/voice-guide.md against this page:
- Structure — Does each section answer exactly one question? Are there sections that mix concerns?
- Framing — Do section openings lead with the developer's goal, or with API descriptions?
- Register — Does the tone match the content type? Flag tutorial/reference mismatches.
- Hard constraints — Check for banned phrases, passive voice, hedging, terminology violations.
- Authenticity — Does the page have structural variety and visible editorial choices?
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.
- 5d ago First seen · 115 lines · 79 tokens per session scan A 5978c6c67eab
docs-audit is a skill published in the GitHub repository strands-agents/harness-sdk (7,155 stars, last pushed today), licensed Apache-2.0. It adds 79 tokens to every session and 1,290 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.
Other skills, from other repositories
returns-policy
Answer return, refund, and warranty questions for electronics. Use when the user mentions returns, refunds, RMAs, warranty coverage, damaged items, or opened packaging.
technical-troubleshooting
Provide setup, troubleshooting, and maintenance guidance. Use when the user reports a device that won't power on, connectivity issues, setup questions, overheating, or maintenance concerns.
docs-audit
Assess a published or in-progress documentation page for quality, accuracy, and voice compliance. Use before rewriting a page, during periodic health checks, when community signals point to confusion, or when comparing against competitor docs. Also triggers on "audit this page", "assess the docs", "what's wrong with…
docs-reviewer
Review documentation drafts for voice consistency, structure, and terminology before PR submission. Use after completing a draft, when checking if docs are ready to ship, or automatically after docs-writer produces output. Also triggers on "review this draft", "check my docs", "is this ready to ship", "review before…
docs-writer
Draft or rewrite Strands Agents documentation pages. Use when writing new doc pages, rewriting pages that failed audit, drafting sections for existing pages, or writing blog posts and release notes about Strands. Also triggers on "write a doc", "draft a page", "rewrite the quickstart", "add a tutorial for X"…
docs-planner
Identify documentation gaps and prioritize the docs backlog. Use when planning a docs improvement sprint, after signals surface repeated friction, when new SDK features ship without docs, or for periodic health assessment. Also triggers on "plan docs work", "what docs need writing", "prioritize the backlog", "docs…