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 Knuckles-Team/nextcloud-agent --skill nextcloud-agent-developmentgit clone --depth 1 https://github.com/Knuckles-Team/nextcloud-agentWrote 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/knuckles-team/nextcloud-agent/nextcloud-agent-development)<a href="https://agentmods.dev/skills/knuckles-team/nextcloud-agent/nextcloud-agent-development"><img src="https://agentmods.dev/badge/skills/knuckles-team/nextcloud-agent/nextcloud-agent-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/knuckles-team/nextcloud-agent/nextcloud-agent-development"><img src="https://agentmods.dev/badge/skills/knuckles-team/nextcloud-agent/nextcloud-agent-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 | $0.00047 | $0.01377 |
| Opus 5.5 | $0.00019 | $0.00551 |
| Sonnet 5.5 | $0.00009 | $0.00275 |
| Haiku 4.5 | $0.00005 | $0.00138 |
Grade A, and why
nextcloud-agent-development scanned grade A with 1 finding 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 today.
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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -fsSI https://knuckles-team.github.io/nextcloud-agent/ How it starts
The opening of the file, as written. The whole thing — 124 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Nextcloud Agent Development
Use this skill for changes to the nextcloud-agent connector. The package owns
Nextcloud API calls, mappings, MCP tools, and connector content; it does not own
the connector SDK, Arbora admission, the shared Pages renderer, or Pipelines
hooks.
Repository map and runtime boundary
nextcloud_agent/__init__.pycreates the SDKConnectorwithNextcloudAPI,get_client, andnextcloud_agent.mcp_serveras its tool module. Preserve this wiring when changing a client or tool.nextcloud_agent/mcp_server.pyregisters the condensed action-routed toolsnextcloud_files,nextcloud_user,nextcloud_sharing,nextcloud_calendar, andnextcloud_contacts. Their action lists and client calls are the runtime contract; the domain clients live undernextcloud_agent/api/and are composed bynextcloud_agent/api/__init__.py.nextcloud_agent/auth.pyreadsNEXTCLOUD_URL,NEXTCLOUD_USERNAME, andNEXTCLOUD_PASSWORDthrough the SDK setting boundary. The API client resolves the namednextcloudTLS profile through the SDK and configures a verified, same-origin requests session; preserve that transport boundary and its cleanup.nextcloud_agent/ontology/,nextcloud_agent/prompts/, andnextcloud_agent/skills/contain connector content. The package-data table inpyproject.tomldeclares those trees plusagent_data/**andconnectors/**; inspect a built wheel when changing packaged content.- The current
pyproject.tomldeclaresnextcloud-mcpas its console script andnextcloud-mcpas its connector identity. Older README, AGENTS, and deployment examples mention anextcloud-agentconsole script andagent_server.py, but those are not declared or present in this source tree. Do not invent that runtime or rewrite it as part of a Pages/skill change.
Rapid delivery: the 5-minute contract
- Read the owning
specs/row and this repository'sAGENTS.mdbefore editing. - Inspect the active client/tool path and focused tests before changing API behavior, auth, ontology content, or packaged skills.
- Prefer the smallest connector-owned change. Preserve action names, parameter
schemas, SDK
Connectorwiring, Nextcloud credentials, TLS verification, same-origin checks, and package-data declarations unless the owning requirement changes them. - Run focused tests through the narrow test-slot wrapper, then run the repository pre-commit and pre-push gates without bypasses.
- For public packaged content, bump the patch version and refresh
uv.locktogether; inspect the built wheel for the new skill. - Treat Pages as a separate proof: after the exact main SHA has a successful
Pages run, check
/spec-delivery/, itsindex.html, andsnapshot.jsonover HTTPS and record the revision from the snapshot.
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.
- today First seen · 124 lines · 47 tokens per session scan A 72544076f379
nextcloud-agent-development is a skill published in the GitHub repository Knuckles-Team/nextcloud-agent (1 stars, last pushed yesterday), licensed MIT. It adds 47 tokens to every session and 1,377 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-27.
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