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 fabric-testbed/claude-plugin-marketplace --skill fabric-configuregit clone --depth 1 https://github.com/fabric-testbed/claude-plugin-marketplaceWrote 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/fabric-testbed/claude-plugin-marketplace/fabric-configure)<a href="https://agentmods.dev/skills/fabric-testbed/claude-plugin-marketplace/fabric-configure"><img src="https://agentmods.dev/badge/skills/fabric-testbed/claude-plugin-marketplace/fabric-configure/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/fabric-testbed/claude-plugin-marketplace/fabric-configure"><img src="https://agentmods.dev/badge/skills/fabric-testbed/claude-plugin-marketplace/fabric-configure.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 | $0.00020 | $0.01092 |
| Opus 5.5 | $0.00008 | $0.00437 |
| Sonnet 5.5 | $0.00004 | $0.00218 |
| Haiku 4.5 | $0.00002 | $0.00109 |
Grade A, and why
fabric-configure 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 2mo 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 — 159 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Instructions
When invoked, generate Python code (notebook cells or script) to set up and validate a FABRIC testbed environment. Ask the user whether they want Jupyter notebook cells or a standalone Python script.
Steps:
- Generate the import and FablibManager initialization
- Include
verify_and_configure()to validate the environment - Show how to display the current configuration
- Optionally show SSH key setup if requested
Always use the canonical import:
from fabrictestbed_extensions.fablib.fablib import FablibManager
API Reference
FablibManager Constructor
FablibManager(
fabric_rc: str = None, # Path to fabric_rc config file
credmgr_host: str = None,
orchestrator_host: str = None,
core_api_host: str = None,
am_host: str = None,
token_location: str = None,
project_id: str = None,
bastion_username: str = None,
bastion_key_location: str = None,
log_level: str = "INFO",
log_file: str = "/tmp/fablib/fablib.log",
data_dir: str = "/tmp/fablib",
offline: bool = False,
auto_token_refresh: bool = True,
validate_config: bool = True,
)
Key Methods
fablib.verify_and_configure(validate_only=False)— Validates configuration; creates SSH keys and bastion config ifvalidate_only=Falsefablib.show_config(output=None, fields=None, quiet=False, pretty_names=True)— Display current configuration.output: "text", "pandas", "json"fablib.save_config()— Write configuration to file for subsequent usefablib.get_image_names()— Returns dict of available OS images with default users and descriptionsfablib.list_sites()— Quick test that API connectivity works
Environment Variables
The following environment variables configure FABlib (alternatively set in fabric_rc file):
| Variable | Description |
|---|---|
FABRIC_CREDMGR_HOST |
Credential manager host |
FABRIC_ORCHESTRATOR_HOST |
Orchestrator host |
FABRIC_CORE_API_HOST |
Core API host |
FABRIC_TOKEN_LOCATION |
Path to token file |
FABRIC_BASTION_HOST |
Bastion host for SSH |
FABRIC_BASTION_USERNAME |
Bastion SSH username |
FABRIC_BASTION_KEY_LOCATION |
Path to bastion SSH private key |
FABRIC_SLICE_PRIVATE_KEY_FILE |
Path to slice SSH private key |
FABRIC_SLICE_PUBLIC_KEY_FILE |
Path to slice SSH public key |
FABRIC_PROJECT_ID |
FABRIC project ID |
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.
- 2mo ago First seen · 159 lines · 20 tokens per session scan A ca5a9148c3bd
fabric-configure is a skill published in the GitHub repository fabric-testbed/claude-plugin-marketplace (2 stars, last pushed 8mo ago), licensed Apache-2.0. It adds 20 tokens to every session and 1,092 once invoked, about $0.0001 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.
fabric-configure compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| fabric-configurefabric-testbed/claude-plugin-marketplace | Skill | 2 | 8mo ago | Apache-2.0 | A | 20 | Claude Code |
| nextflowK-Dense-AI/scientific-agent-skills | Skill | 56k | 4d ago | MIT | A | 74 | Claude Code, Codex |
| latchbio-integrationK-Dense-AI/scientific-agent-skills | Skill | 56k | 4d ago | MIT | A | 78 | Claude Code |
| remote-compute-sshaipoch/open-science | Skill | 5.5k | yesterday | Apache-2.0 | A | 53 | Claude Code, Codex |
| modal-computecompanion-inc/feynman | Skill | 10k | 6d ago | MIT | A | 39 | Claude Code, Codex |
| dnanexus-integrationsynthetic-sciences/openscience | Skill | 4.3k | 2d ago | Apache-2.0 | A | 49 | Claude Code, Codex |
| latchbio-integrationsynthetic-sciences/openscience | Skill | 4.3k | 2d ago | Apache-2.0 | A | 45 | Claude Code, Codex |