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 anthony-chaudhary/dos-kernel --skill dos-unstickgit clone --depth 1 https://github.com/anthony-chaudhary/dos-kernelWrote 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/anthony-chaudhary/dos-kernel/dos-unstick)<a href="https://agentmods.dev/skills/anthony-chaudhary/dos-kernel/dos-unstick"><img src="https://agentmods.dev/badge/skills/anthony-chaudhary/dos-kernel/dos-unstick/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/anthony-chaudhary/dos-kernel/dos-unstick"><img src="https://agentmods.dev/badge/skills/anthony-chaudhary/dos-kernel/dos-unstick.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 | $0.00049 | $0.01296 |
| Opus 5 | $0.00024 | $0.00648 |
| Sonnet 5 | $0.00010 | $0.00259 |
| Haiku 4.5 | $0.00005 | $0.00130 |
Grade A, and why
dos-unstick 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 9d 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.
dos-unstick — the recurring-blocker remediation sweep
Stop the cause, not the instance. A one-off unblock fixes today's stall;
/dos-unstickasks the different question — what keeps blocking progress across runs, and what one change would unblock it? It mines the run archive, normalizes every blocker to a canonical cause key, clusters the recurring ones, ranks by recurrence × measured stall-cost, and proposes a structural fix per cluster. Read-only; it writes no code and surfaces findings, never acts.
The shape: mine the trail → key each blocker → cluster the recurring ones →
rank → propose a structural fix → surface. The recurrence fold is the kernel's
(recurring_wedge); the cause TAXONOMY is [reasons] data — a host adds a cause
by declaring a reason, never by editing this skill.
Inputs
--runs <N>(optional) — how many most-recent runs to sweep (default: a recent window).--since <Nd|Nh>overrides with a time window.--min-recurrence <N>(optional) — a cause is "recurring" at N+ distinct runs (default 2 — therecurring_wedgeDEFAULT_MIN_RECURRENCE).
Step 0 — Discover the layout + the cause taxonomy
dos doctor --workspace . --json
Read paths.runs (the run-archive dir to sweep) and run dos man wedge to read
the closed reason vocabulary — the canonical cause keys this workspace knows.
Use these; never hardcode a run path or a cause string. A cause the workspace
cares about is a declared [reasons] entry, surfaced by dos man wedge.
dos man wedge
Step 1 — Mine the run-archive trail
Read the run records under paths.runs (read each once, sequentially — no
tailing/polling, the very anti-pattern this sweep exists to surface). For each
run that STOPPED on a BLOCKED / DRAIN / STALLED outcome, capture: the run id, the
iteration, the blocker text, and the measured stall cost ($/wall) if recorded.
No host evidence reader is wired by default. A host that curates a postmortem stream or a hand-ranked next-hits file can expose it as a
dos.evidence_sourcesdriver hook; the generic sweep reads only the run-archive verdicts.loga one-line note when a host evidence source is not consulted — no silent gap (the/dos-dispatch-loopdiscipline).
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.
- 9d ago First seen · 109 lines · 49 tokens per session scan A d9b650b12828
dos-unstick is a skill published in the GitHub repository anthony-chaudhary/dos-kernel (19 stars, last pushed yesterday), licensed MIT. It adds 49 tokens to every session and 1,296 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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