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 metraton/gaia --skill verification-oraclegit clone --depth 1 https://github.com/metraton/gaiaWrote 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/metraton/gaia/verification-oracle)<a href="https://agentmods.dev/skills/metraton/gaia/verification-oracle"><img src="https://agentmods.dev/badge/skills/metraton/gaia/verification-oracle/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/metraton/gaia/verification-oracle"><img src="https://agentmods.dev/badge/skills/metraton/gaia/verification-oracle.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 | $0.00074 | $0.01425 |
| Opus 5 | $0.00037 | $0.00713 |
| Sonnet 5 | $0.00015 | $0.00285 |
| Haiku 4.5 | $0.00007 | $0.00143 |
Grade A, and why
verification-oracle 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 8d 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 — 99 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Verification Oracle
Deterministic re-execution of a command/code task gate: run the declared
check again, compare the actual result to what the gate expects, and return
an objective pass/fail with the evidence that produced it. This is the mode
a verifier loads when a gate's verification_type is one of the two
DETERMINISTIC types in gaia.state.VALID_VERIFICATION_TYPES -- command and
code -- as opposed to semantic (needs human/rubric judgment) or
self_review (trusts the producing agent's own statement).
Position in the flow
This mode runs mid-verification, not standalone. Upstream, a planner already
authored the gate (gaia task gate add ... --type=command|code --evidence-shape='<check>', persisted in task_gates) or a producing agent
already proposed evidence_report.verification on its contract
(gaia.contract.validator) -- either way the check spec exists as text
before this skill runs; the oracle never invents what to check, only whether
it currently holds. Downstream, the pass/fail verdict feeds whatever decides
the gate's/AC's status next -- so a wrong verdict here propagates as a false
pass or a false block one layer up, not just a local mistake.
Why command and code are ONE mechanism, not two
Read gaia.state.gate_validation and gaia.contract.validator before
assuming code needs different execution machinery than command: both
types resolve to the SAME shape, a runnable string -- evidence_shape on the
persisted gate, or command on the contract envelope (e.g. {"type": "code", "command": "ruff check ."}). gaia.state.__init__ calls the two "synonyms
for the two shapes of a deterministic check" -- command typically names a
broader run (a test suite, a script); code typically names a narrower
code-level check (a linter, a type-checker, an assertion). The label changes
what a human reads in a report; it does not change how the oracle runs it.
Process
- Confirm the type is deterministic. Read
verification_type(gate) ortype(envelope). If it is notcommandorcode, this mode does not apply --semanticneeds a rubric/human,self_reviewneeds to trust the agent's own statement. Re-running either of those as if it were a shell command is a category error: there is nothing to exec. - Extract the check spec. Pull the runnable string off
evidence_shape(gate shape) orcommand(envelope shape), whichever is present. An absent or blank spec on a declared deterministic type is a hard rejection -- mirrorsgate_validation.validate_gate's own required-field check -- never fall back to "assume pass." - Re-execute, do not re-read. Run the exact string as a subprocess --
tokenized, never
shell=True(seecommand-execution) -- and capture stdout, stderr, and the exit code. This is the one point in the flow that performs real I/O: the entire point of an oracle is that it re-observes the world instead of trusting a prior claim about it. - Compare against the gate's expected value, not against zero by
convention. Default expectation is exit code
0, but a gate MAY declare a differentexpected_exit_code(e.g. a linter that exits2on findings by design) -- read it when present, default to0when absent. Pass isactual_exit_code == expected_exit_code, nothing softer than that. - Return the full verdict, not a bare boolean. Carry
ok,verification_type, the resolvedcommand,exit_code,expected_exit_code,stdout/stderr, anderrors(unresolvable type, empty spec, un-tokenizable string, command not found, timeout). Whatever consumes this needs the evidence to reportverbatim_outputs, not just the pass/fail bit. - Never launder a failure into a pass. A non-zero unexpected exit code,
a timeout, or a missing binary are all
ok=Falsewith a distincterrorsentry -- collapsing any of them into a silent pass defeats the purpose of an oracle mode (seeagent-protocol's verification honesty rule: a clean exit is not the same as the change working, and here the exit code itself IS the thing under test).
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.
- 8d ago First seen · 99 lines · 74 tokens per session scan A ee6eaba61367
verification-oracle is a skill published in the GitHub repository metraton/gaia (3 stars, last pushed yesterday), licensed MIT. It adds 74 tokens to every session and 1,425 once invoked, about $0.0004 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 2026-08-31.
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