Borrowing it
Nothing to install: this file belongs to ctxpipe-ai/ctxpipe. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/ctxpipe-ai/ctxpipe/main/.agents/skills/source-connectors/SKILL.mdgit clone --depth 1 https://github.com/ctxpipe-ai/ctxpipeWrote 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/ctxpipe-ai/ctxpipe/source-connectors)<a href="https://agentmods.dev/skills/ctxpipe-ai/ctxpipe/source-connectors"><img src="https://agentmods.dev/badge/skills/ctxpipe-ai/ctxpipe/source-connectors/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/ctxpipe-ai/ctxpipe/source-connectors"><img src="https://agentmods.dev/badge/skills/ctxpipe-ai/ctxpipe/source-connectors.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 | $0.00055 | $0.03898 |
| Opus 5.5 | $0.00022 | $0.01559 |
| Sonnet 5.5 | $0.00011 | $0.00780 |
| Haiku 4.5 | $0.00006 | $0.00390 |
Grade A, and why
source-connectors 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 4d 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 — 153 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Source connectors
This skill governs connector content for both new and existing connectors. Control-plane architecture is not retrofitted: maintain Confluence's legacy tables and Slack's thin intent-capture lifecycle unless that architecture is the assigned change.
A git-native source connector authorises the provider on this deployment, writes selected content as files into a context repository, then claimAndRunRepositoryIngestionChild (in-workflow) / enqueueRepositoryIngestionWorkflow (HTTP) indexes that repo. Connector syncs recover an uncheckpointed Git write via runConnectorRepositoryIngestionWorkflow. Same code for hosted and self-host. The provider app and webhook endpoint terminate on this deployment; credentials are deployment-shared or connection-specific according to the provider’s tenant-isolation model.
The store is git. Rich operations (open a config PR, commitFiles) are implemented today only for GitHub. Design against git paths; call the GitHub App for those operations. Do not invent a second git host’s PR API unless you are implementing it.
For new connectors, inherit Linear/Notion’s thin control plane (connections.config + <slug>/config.yaml via PR). Slack shows intent capture as a content kind, not a licence to skip config-in-git. Consult Confluence only when maintaining Confluence.
Canonical decisions: ADR-018, ADR-022, ADR-023, ADR-031, ADR-034. Slack intent-capture (existing, not a template for skipping config): ADR-025 on PR #267. Self-host Atlassian exception: ADR-019.
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.
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.
- 4d ago Changed bc66515dac8d
- 26d ago Changed · +33 lines · +20 tokens per session 0e4f0e4930de
- 1mo ago Changed · +2 lines 552afa649ed7
- 1mo ago Changed · +1 lines 3b5f4e8d9908
- 1mo ago Changed · +6 lines · +4 tokens per session ed66ad6faba9
- 1mo ago First seen · 111 lines · 31 tokens per session scan A a01b88eb4af7
source-connectors is a skill published in the GitHub repository ctxpipe-ai/ctxpipe (27 stars, last pushed today), licensed MIT. It adds 55 tokens to every session and 3,898 once invoked, about $0.0002 per session on Opus 5.5. 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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