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 orchestra-hq/orchestra-skills --skill prefect-connections-to-orchestragit clone --depth 1 https://github.com/orchestra-hq/orchestra-skillsWrote 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/orchestra-hq/orchestra-skills/prefect-connections-to-orchestra)<a href="https://agentmods.dev/skills/orchestra-hq/orchestra-skills/prefect-connections-to-orchestra"><img src="https://agentmods.dev/badge/skills/orchestra-hq/orchestra-skills/prefect-connections-to-orchestra/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/orchestra-hq/orchestra-skills/prefect-connections-to-orchestra"><img src="https://agentmods.dev/badge/skills/orchestra-hq/orchestra-skills/prefect-connections-to-orchestra.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 | $0.00097 | $0.03211 |
| Opus 5.5 | $0.00039 | $0.01284 |
| Sonnet 5.5 | $0.00019 | $0.00642 |
| Haiku 4.5 | $0.00010 | $0.00321 |
Grade A, and why
prefect-connections-to-orchestra 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 10d 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 — 210 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Prefect Blocks -> Orchestra Connections
Overview
Prefect stores credentials in blocks — typically loaded via Block.load("block-name") or a typed subclass like SnowflakeCredentials, AwsCredentials, or SlackWebhook — registered in the Prefect UI or via .save(), with secret fields stored as SecretStr. Orchestra connections serve the same purpose but live outside the flow code — set up in the Orchestra UI (Settings -> Connections), or through the public API / Orchestra MCP — and are referenced by name in pipeline YAML. This skill maps common Prefect blocks to their Orchestra equivalents and covers naming, environment patterns, and secrets.
Connection Name Format
connection: my_snowflake_12345 # format: descriptive-name_XXXXX (5-digit suffix from UI)
The 5-digit suffix is assigned by Orchestra when the connection is created — never invent it. Read it back rather than asking someone to find it: connections are managed through the public API and the Orchestra MCP server as well as the UI, so listing the workspace's connections returns each one's descriptive_name_NNNNN id directly. Fall back to copying it from the UI only where neither is available.
No block referenced? If the @task/@flow doesn't actually load a credentialed block — pure computation, no external client, no secrets — don't invent a connection name or a fake env var placeholder just to fill the field:
connection: null # no distinct block in the source; Orchestra uses the workspace default for this integration
Only set a specific name_XXXXX or ${{ ENV.VAR }} when the source code actually references a distinct block/credential.
This extends to task parameters that duplicate connection-level scope, too — e.g. Power BI's workspace_id, or any other parameter whose value is also stored on the Orchestra connection itself. If the source code just reads the same single value everywhere (one env var, one block-level config field) rather than genuinely varying it per task, leave that parameter null/omitted and let the connection's own configured value apply. Only carry an explicit value through (literal, input, or ${{ ENV.VAR }}) when a specific task truly needs to override it — e.g. targeting a different Power BI workspace than the one configured on the connection.
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.
- 10d ago Changed · +1 lines 5b763a1b8541
- 21d ago Changed · +4 lines 33549389d262
- 25d ago Changed · +19 lines c63b47557c7d
- 1mo ago Changed fa2dbe77e5fb
- 2mo ago First seen · 186 lines · 97 tokens per session scan A 54086b8cb7ac
prefect-connections-to-orchestra is a skill published in the GitHub repository orchestra-hq/orchestra-skills (9 stars, last pushed yesterday), licensed MIT. It adds 97 tokens to every session and 3,211 once invoked, about $0.0004 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 2026-08-31.
prefect-connections-to-orchestra compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| prefect-connections-to-orchestraorchestra-hq/orchestra-skills | Skill | 9 | yesterday | MIT | A | 97 | Claude Code |
| imagegenopenai/codex | Skill | 133k | yesterday | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 313k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 95 | Claude Code |
| next-partial-prefetching-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 103 | Claude Code |