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 jjanczur/tyran --skill deslopgit clone --depth 1 https://github.com/jjanczur/tyranWrote 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/jjanczur/tyran/deslop)<a href="https://agentmods.dev/skills/jjanczur/tyran/deslop"><img src="https://agentmods.dev/badge/skills/jjanczur/tyran/deslop/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/jjanczur/tyran/deslop"><img src="https://agentmods.dev/badge/skills/jjanczur/tyran/deslop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00058 | $0.01401 |
| Opus 5.5 | $0.00023 | $0.00560 |
| Sonnet 5.5 | $0.00012 | $0.00280 |
| Haiku 4.5 | $0.00006 | $0.00140 |
Grade A, and why
deslop 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 1mo 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 — 109 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Deslop — the pass that removes rather than adds
Every story here owes an optimization pass, and until this file existed the pass was whatever the agent felt like that afternoon. This is what one is.
The default action is deletion. A pass that ends with more lines than it started with was a refactor, and a refactor is a different piece of work with a different risk profile. "Started with" means the state immediately before THIS pass, not the branch point — a story that adds a feature adds lines, and judging the pass by the whole branch diff condemns it in advance. That number is then invisible to everyone but you, so make it recomputable: commit the story's work, then commit the pass separately. Measured: an author counting honestly from its own uncommitted draft and a reviewer counting from the branch point produced a blocking CHANGES-REQUESTED and an arbitration, with neither agent wrong on its own terms. If you cannot delete anything, say so and stop — that is a complete and respectable outcome.
The order, and why it is an order
- Pin the behaviour BEFORE you touch anything. Run the relevant tests and keep the output. A green run after an edit proves nothing on its own: you do not know it was green before. If no test covers the area, write the narrowest one that does, and it must go red when you break the behaviour on purpose — otherwise it is not a net, it is decoration.
- One smell class per pass, verified between passes. Dead code, then duplication, then naming and error handling, then tests. Bundling them produces a diff nobody can review and a bisect that cannot isolate the change that broke something.
- Re-read the diff as the reviewer will. Anything in it that is not the smell you set out to remove comes back out.
What counts as slop
- Dead code — unreachable branches, unused exports, stale flags, debugging left in place, backwards-compatibility shims for something nothing calls. Verify it is unused before deleting; "I could not find a caller" and "there is no caller" are different statements and only one of them is a fact.
- Duplication that has diverged. Two copies that agree are a cost; two copies that quietly disagree are a defect.
- Pass-through wrappers and single-use helpers. Indirection that costs a jump and buys nothing. Three similar lines beat a premature abstraction — the abstraction commits you to a shape you have seen once.
- Defensive handling for states that cannot occur on a trusted internal
path. It reads as care and works as camouflage: the
catchthat cannot fire today is the one that swallows the real error next year. - Casts that exist to silence a type error rather than to state a truth the compiler cannot see.
- Work nobody asked for — an improvement, a rename, a docstring, a reformat on code the story never touched. It inflates the diff, hides the real change, and puts an unreviewed decision in someone else's file.
- Comments restating the line below them. Keep the comment that explains WHY, delete the one that narrates WHAT.
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.
- 1mo ago First seen · 109 lines · 58 tokens per session scan A ad2639521c37
deslop is a skill published in the GitHub repository jjanczur/tyran (81 stars, last pushed 2d ago), licensed Apache-2.0. It adds 58 tokens to every session and 1,401 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 2026-08-30.
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