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 agentmods add skills/danielsmithdevelopment/clawql/clawql-external-ingestnpx skills add danielsmithdevelopment/ClawQL --skill clawql-external-ingestgit clone --depth 1 https://github.com/danielsmithdevelopment/ClawQLWrote 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/danielsmithdevelopment/clawql/clawql-external-ingest)<a href="https://agentmods.dev/skills/danielsmithdevelopment/clawql/clawql-external-ingest"><img src="https://agentmods.dev/badge/skills/danielsmithdevelopment/clawql/clawql-external-ingest.svg" alt="Measured on agentmods" 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 | $0.00025 | $0.00149 |
| Opus 5 | $0.00013 | $0.00075 |
| Sonnet 5 | $0.00005 | $0.00030 |
| Haiku 4.5 | $0.00003 | $0.00015 |
Grade A, and why
clawql-external-ingest 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 5d 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.
What it actually says
ClawQL ingest_external_knowledge workflows
When to apply
- You need to import external docs into vault-backed memory.
Workflow
- Ensure
CLAWQL_EXTERNAL_INGEST=1. - Start with
dryRun: true. - Validate paths/scope/content.
- Re-run with
dryRun: false. - Confirm discoverability with
memory_recall.
Modes
documents[]for bulk markdown.source: "url"for URL import (CLAWQL_EXTERNAL_INGEST_FETCH=1).
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.
- 5d ago First seen · 24 lines · 25 tokens per session scan A 4659e5799c10
clawql-external-ingest is a skill published in the GitHub repository danielsmithdevelopment/ClawQL (12 stars, last pushed yesterday), licensed Apache-2.0. It adds 25 tokens to every session and 149 once invoked, about $0.0001 per session on Opus 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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