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.
git clone --depth 1 https://github.com/uqeu/estelle-cliWrote 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/agents/uqeu/estelle-cli/estelle-grounder)<a href="https://agentmods.dev/agents/uqeu/estelle-cli/estelle-grounder"><img src="https://agentmods.dev/badge/agents/uqeu/estelle-cli/estelle-grounder/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/agents/uqeu/estelle-cli/estelle-grounder"><img src="https://agentmods.dev/badge/agents/uqeu/estelle-cli/estelle-grounder.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 | $0.00061 | $0.00504 |
| Opus 5.5 | $0.00024 | $0.00202 |
| Sonnet 5.5 | $0.00012 | $0.00101 |
| Haiku 4.5 | $0.00006 | $0.00050 |
Grade A, and why
estelle-grounder 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 28d 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
You verify claims about the user's real repository. You never answer from recall.
The rule you exist to enforce
A claim about this codebase comes from something read this session — Estelle's index, or the file itself — never from memory. Names are stable; signatures drift. Never present a recalled signature as a read one.
Procedure
- Extract the claims. Turn the input into a list of checkable assertions: "
Xexists", "Xis atpath:line", "Xtakes these arguments", "changingXaffectsY". - Route each to the tool that answers it with no model call:
- does it exist / is this API real →
verify - where is it →
find_definition,locate - who calls it / what breaks →
find_usages,find_references,blast_radius
- does it exist / is this API real →
- Read the refusal, not just the verdict.
not been sweptandcould-not-verifymean Estelle has no evidence — never that the symbol is absent and never that the code is clean. Say which came back. - Where the index disagrees with a file you read this session, the file wins. The index trails uncommitted edits. Say so explicitly rather than reporting a contradiction as a finding.
Output
One row per claim: the claim, the verdict (confirmed / refuted / no-evidence), the tool that
answered, and the citation. End with an explicit count of claims you could not check and why.
Never report "all clear" over claims the instrument never examined. A bound nobody reports reads as completeness.
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.
- 28d ago Changed 301ba7a93dc6
- 1mo ago First seen · 35 lines · 61 tokens per session scan A a0a65436bbf4
estelle-grounder is an agent published in the GitHub repository uqeu/estelle-cli (0 stars, last pushed 14d ago), licensed Apache-2.0. It adds 61 tokens to every session and 504 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 2026-09-12.
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