Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/matematicsolutions/awesome-matematic-skills-plnpx agentmods add skills/matematicsolutions/awesome-matematic-skills-pl/uodo-grounding-plWrote 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/matematicsolutions/awesome-matematic-skills-pl/uodo-grounding-pl)<a href="https://agentmods.dev/skills/matematicsolutions/awesome-matematic-skills-pl/uodo-grounding-pl"><img src="https://agentmods.dev/badge/skills/matematicsolutions/awesome-matematic-skills-pl/uodo-grounding-pl/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/matematicsolutions/awesome-matematic-skills-pl/uodo-grounding-pl"><img src="https://agentmods.dev/badge/skills/matematicsolutions/awesome-matematic-skills-pl/uodo-grounding-pl.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 | $0.00280 | $0.01875 |
| Opus 5 | $0.00140 | $0.00937 |
| Sonnet 5 | $0.00056 | $0.00375 |
| Haiku 4.5 | $0.00028 | $0.00187 |
Grade A, and why
uodo-grounding-pl scanned grade A with 1 finding 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 12d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- **Strona uodo.gov.pl jest WROGA BOTOM** - `/decyzje/` zwraca 500 dla curl, treść renderowana JS, How it starts
The opening of the file, as written. The whole thing — 92 lines — stays where its author put it; the contents beside it link to each section on GitHub.
UODO Grounding PL - weryfikator cytatu decyzji Prezesa UODO
Filozofia
Cytat niezweryfikowany mechanicznie = cytat zmyślony, dopóki nie udowodnisz inaczej. Weryfikacja
mechaniczna (string-match), nie semantyczna. Doktryna gradientu:
../citation-grounding-pl/references/gradient-weryfikacji.md. Ten skill reużywa ten sam silnik
co citation-grounding-pl, dokłada specyfikę ochrony danych.
Specyfika domeny - czym różni się od KIO
- Brak resolvera w SAOS. Decyzje Prezesa UODO publikuje uodo.gov.pl (
/decyzje/<sygnatura>), nie SAOS (w SAOS są dopiero wyroki WSA/NSA ze skarg - i to ubogo). To dowód, że szablon działa poza SAOS: resolver kotwicy to WebFetch/byob na uodo.gov.pl + ewentualny PDF decyzji. - Strona uodo.gov.pl jest WROGA BOTOM -
/decyzje/zwraca 500 dla curl, treść renderowana JS, TLS bywa niespójny. Dlatego drabinka źródeł jest tu centralna (references/drabinka-zrodel.md): często tekst decyzji dostępny tylko jako PDF / przez realny Chrome / od użytkownika. - Sygnatura:
DKN.5131.<nr>.<rok>(postępowania kontrolne/sankcyjne),DS.<...>(skargowe),DKE.<...>(egzekucyjne). Człon środkowy koduje typ postępowania. Format:references/format-cytatu.md. - PUŁAPKI: czytaj
references/traps.mdPRZED weryfikacją. Najważniejsze: GIODO vs Prezes UODO (cezura 25.05.2018) oraz RODO (UE) vs krajowa ustawa o ochronie danych osobowych.
Workflow
- Rozwiąż kotwicę - potwierdź sygnaturę/datę/organ na uodo.gov.pl (lista decyzji / strona
decyzji). Zbuduj
anchor_resolved(organ= "Prezes Urzędu Ochrony Danych Osobowych"; silnik rozwija skrótUODO). Tekst do TREŚĆ/FRAGMENT: pobierz PDF/HTML - przy awarii drabinka. - Sklasyfikuj twierdzenia
claim_type(../citation-grounding-pl/references/gradient-weryfikacji.md). - Sprawdź pułapki z
references/traps.md(zwłaszcza GIODO/UODO i RODO/ustawa krajowa). - Weryfikacja mechaniczna współdzielonym silnikiem:
node ../citation-grounding-pl/scripts/ground-citations.mjs <zadanie.json> - Klasyfikuj: 🟢 ZWERYFIKOWANY / 🟡 ZMODYFIKOWANY / 🟡 WYMAGA_OSADU / 🟠 KALIBRACJA / 🔴 NIEZWERYFIKOWANY / ⛔ BRAK ŹRÓDŁA.
- Raport: 🔴/⛔ blokada; 🟠/🟡 decyzja człowieka. Bez tekstu decyzji cytat dosłowny = ⛔ BRAK ŹRÓDŁA (NIE „prawdopodobnie ok") - to częsty przypadek przy UODO, patrz przykład.
What ships with it
8 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 12d ago First seen · 92 lines · 280 tokens per session scan A 214b6473e8e6
uodo-grounding-pl is a skill published in the GitHub repository matematicsolutions/awesome-matematic-skills-pl (6 stars, last pushed 19d ago), licensed MIT. It adds 280 tokens to every session and 1,875 once invoked, about $0.0014 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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