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/openai/openai-agents-python/docs-syncnpx skills add openai/openai-agents-python --skill docs-syncgit clone --depth 1 https://github.com/openai/openai-agents-pythonWhat 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 | $0.01013 |
| Opus 5 | $0.00039 | $0.00507 |
| Sonnet 5 | $0.00016 | $0.00203 |
| Haiku 4.5 | $0.00008 | $0.00101 |
Grade A, and why
docs-sync 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 yesterday.
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 — 78 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Docs Sync
Overview
Identify doc coverage gaps and inaccuracies by comparing main branch features and configuration options against the current docs structure, then propose targeted improvements.
Workflow
-
Confirm scope and base branch
- Identify the current branch and default branch (usually
main). - Prefer analyzing the current branch to keep work aligned with in-flight changes.
- If the current branch is not
main, analyze only the diff vsmainto scope doc updates. - Avoid switching branches if it would disrupt local changes. Prefer read-only inspection such as
git show main:<path>. If a separate checkout is genuinely required, stop and obtain the explicit approval required byAGENTS.mdbefore creating or switching a worktree.
- Identify the current branch and default branch (usually
-
Build a feature inventory from the selected scope
- If on
main: inventory the full surface area and review docs comprehensively. - If not on
main: inventory only changes vsmain(feature additions/changes/removals). - Focus on user-facing behavior: public exports, configuration options, environment variables, CLI commands, default values, and documented runtime behaviors.
- Capture evidence for each item (file path + symbol/setting).
- Use targeted search to find option types and feature flags (for example:
rg "Settings",rg "Config",rg "os.environ",rg "OPENAI_"). - When the topic involves OpenAI platform features, invoke
$openai-knowledgeto pull current details from the OpenAI Developer Docs MCP server instead of guessing, while treating the SDK source code as the source of truth when discrepancies appear.
- If on
-
Doc-first pass: review existing pages
- Walk each relevant page under
docs/(excludingdocs/ja,docs/ko, anddocs/zh). - Identify missing mentions of important, supported options (opt-in flags, env vars), customization points, or new features from
src/agents/andexamples/. - Propose additions where users would reasonably expect to find them on that page.
- Walk each relevant page under
What ships with it
2 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.
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.
- yesterday First seen · 78 lines · 79 tokens per session scan A 5c50f9853843
docs-sync is a skill published in the GitHub repository openai/openai-agents-python (29,075 stars, last pushed 4d ago), licensed MIT. It adds 79 tokens to every session and 1,013 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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