Unstract turns information in documents such as PDFs, images, and scans into structured JSON by using natural-language extraction prompts. It is for teams that need document data in databases or automated pipelines, and its catalogue add-ons connect the platform to coding agents and workflow tools.
Borrowing it
Nothing to install: this file belongs to Zipstack/unstract. 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/Zipstack/unstract/main/.claude/skills/connector-ops/SKILL.mdgit clone --depth 1 https://github.com/Zipstack/unstractWrote 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/zipstack/unstract/connector-ops)<a href="https://agentmods.dev/skills/zipstack/unstract/connector-ops"><img src="https://agentmods.dev/badge/skills/zipstack/unstract/connector-ops/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/zipstack/unstract/connector-ops"><img src="https://agentmods.dev/badge/skills/zipstack/unstract/connector-ops.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 | $0.00062 | $0.03892 |
| Opus 5.5 | $0.00025 | $0.01557 |
| Sonnet 5.5 | $0.00012 | $0.00778 |
| Haiku 4.5 | $0.00006 | $0.00389 |
Grade C, and why
connector-ops scanned grade C 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 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.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
rm -rf unstract/connectors/src/unstract/connectors/{type}/{name}/ The source is not reproduced here
Licensed AGPL-3.0
The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
What ships with it
12 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.
- assets/templates/database.py.template 5.6 KB
- assets/templates/filesystem.py.template 7.6 KB
- assets/templates/init.py.template 453 B
- assets/templates/json_schema_template.json 1.8 KB
- assets/templates/queue.py.template 5.4 KB
- assets/templates/test_integration.py.template 7.7 KB
- assets/templates/test_mock.py.template 8.1 KB
- references/connector_patterns.md 16 KB
- references/json_schema_examples.md 17 KB
- references/test_patterns.md 16 KB
- scripts/fetch_logo.py 7.3 KB runs code
- scripts/verify_connector.py 8.4 KB runs code
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 · 498 lines · 62 tokens per session scan C 7635fc9e6f55
connector-ops is a skill published in the GitHub repository Zipstack/unstract (7,426 stars, last pushed yesterday), licensed AGPL-3.0. It adds 62 tokens to every session and 3,892 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
connector-ops compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| connector-opsZipstack/unstract | Skill | 7.4k | yesterday | AGPL-3.0 | C | 62 | Claude Code |
| oracle-mcp-server-helperoracle-devrel/oracle-ai-developer-hub | Skill | 4.5k | 2d ago | none | A | 0 | Claude Code, Codex |
| mainframe-modernization-and-data-offloadvaquarkhan/data-engineering-agent-skills | Skill | 62 | 4mo ago | MIT | A | 67 | Claude Code, Codex |
| backend-patternsMethasit-Pun/data_engineer_claude_skills | Skill | 1 | 3mo ago | none | A | 31 | Claude Code |
| event-store-designwshobson/agents | Skill | 42k | 2d ago | MIT | A | 33 | Claude Code |
| sqliPurpleAILAB/Decepticon | Skill | 6.5k | 9d ago | Apache-2.0 | A | 48 | Claude Code, Codex |
| potpie-infra-architecturepotpie-ai/potpie | Skill | 5.8k | 8d ago | Apache-2.0 | A | 43 | Claude Code, Codex |