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/boshu2/agentops/reality-checknpx skills add boshu2/agentops --skill reality-checkgit clone --depth 1 https://github.com/boshu2/agentopsWrote 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/boshu2/agentops/reality-check)<a href="https://agentmods.dev/skills/boshu2/agentops/reality-check"><img src="https://agentmods.dev/badge/skills/boshu2/agentops/reality-check.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 | $0.00047 | $0.00961 |
| Opus 5 | $0.00023 | $0.00481 |
| Sonnet 5 | $0.00009 | $0.00192 |
| Haiku 4.5 | $0.00005 | $0.00096 |
Grade A, and why
reality-check 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 today.
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 — 106 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Reality Check
Compare an explicit claim with observable evidence. Cite every confirmed or missing behavior with a file, command result, or artifact. Separate:
- confirmed behavior;
- concrete gap;
- incomplete evidence;
- changed assumptions.
Prompt
Reality-check this claim: PR #1042 finishes the CLI regen migration,
skills-codex/ generation now runs entirely through `ao gate check`, and
`scripts/regen-all.sh` is deleted. Compare against agentops-wt/train2-c
at HEAD. Cite file-by-file evidence for what's confirmed and what's
still a gap.
It's working if
Observable in the trace, without reading the prose:
- Every finding cites a file, command result, or artifact inside
.agents/scratch/reality-check/<run-id>/reality-check-report.json. - A completion claim carries a disposition per stated goal, each one of
confirmed,concrete gap, orunverifiable. skills/reality-check/scripts/validate-output.shaccepts the report with noverdict,readiness, orPASSfield present.- An untestable line is filed as
incomplete-evidencewith the missing artifact named.
Vision-coverage audit
When the claim is a completion or status claim, audit it against the stated goals, not against what happens to exist. Enumerate every goal in the vision, plan, or intent source and give each a disposition: confirmed with evidence, concrete gap, or unverifiable. The audit is complete only when every stated goal carries a disposition; full coverage of the built surface alone proves nothing about completion. The named failure mode is built-world bias: auditing only the code that exists, so goals nobody started never surface as gaps.
Frozen question variants
When the same check runs across multiple passes or sessions, freeze the exact question wording before the first pass and ask it identically in every pass; record the frozen wording in the report. A pass that answers a reworded question starts a new baseline — comparing it against earlier passes is the drifting-rubric failure mode, and its answer does not count as a repeated measurement.
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.
- today Changed · +23 lines 7720d3dd62c8
- 4d ago First seen · 83 lines · 47 tokens per session scan A 1f28c1cb9cc0
reality-check is a skill published in the GitHub repository boshu2/agentops (433 stars, last pushed today), licensed Apache-2.0. It adds 47 tokens to every session and 961 once invoked, about $0.0002 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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drift-detect
Use when the user says "plan drift", asks whether the roadmap, plans, or docs still match the code, or is deciding what to rebuild when restarting a stalled project. For doc-vs-code drift inside a specific diff, use sync-docs.
duet
Use when the user invokes /duet, says "pair with me", or faces aesthetic, architectural, or irreversible decisions.