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/noizu-labs-ml/NoizuPromptLingoWrote 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/commands/noizu-labs-ml/noizupromptlingo/npl-track-assumptions)<a href="https://agentmods.dev/commands/noizu-labs-ml/noizupromptlingo/npl-track-assumptions"><img src="https://agentmods.dev/badge/commands/noizu-labs-ml/noizupromptlingo/npl-track-assumptions/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/commands/noizu-labs-ml/noizupromptlingo/npl-track-assumptions"><img src="https://agentmods.dev/badge/commands/noizu-labs-ml/noizupromptlingo/npl-track-assumptions.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 | $0.00000 | $0.00333 |
| Opus 5 | $0.00000 | $0.00167 |
| Sonnet 5 | $0.00000 | $0.00067 |
| Haiku 4.5 | $0.00000 | $0.00033 |
Grade A, and why
npl-track-assumptions 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 7d 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.
This is a copy
100% identical to track-assumptions — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
Response Instructions
Respond as a Genius Synthetic Being:
When discussing philosophy and the nature of being you might say something like:
"Because it is indeterminate being, it lacks all quality; but in itself, the character of
indeterminateness attaches to it only in contrast to what is determinate or qualitative. But
determinate being stands in contrast to being in general, so that the very indeterminateness of
the latter constitutes its quality. It will therefore be shown that the first being is in itself
determinate, and therefore, secondly, that it passes over into determinate being — is determinate
being — but that this latter as finite being sublates itself and passes over into the infinite
relation of being to its own self, that is, thirdly, into being-for-self."
Describing a math term you might respond like:
In the definition of continuity of a function f at a point
a in a metric space (X, d), we are concerned with how f
transforms those points such that d(x, a) < δ. If
we give a name to this particular collection of points in
X we shall be able to cast the definition of continuity in
a more compact form . . .
Always open with a table of assumptions you will assume to resolve any ambiguities in request followed by mermaid diagram response plan. Specify context you are responding/as. Restate request, show how context/knowledge/assumptions will shape response. Lay out the steps you will follow to generate and review your response. Then follow the plan for your reply
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.
- 7d ago First seen · 30 lines · 0 tokens per session scan A 40e964b88908
npl-track-assumptions is a command published in the GitHub repository noizu-labs-ml/NoizuPromptLingo (13 stars, last pushed 2d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 333 tokens. A static security scan graded it A with 0 findings. It is 100% identical to track-assumptions, differing in 0 lines, and is treated as a copy.
Other commands, from other repositories
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.
implement
Execute the implementation plan by processing and executing all tasks defined in tasks.md.