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 | $0.02569 |
| Opus 5.5 | $0.00112 | $0.01028 |
| Sonnet 5.5 | $0.00056 | $0.00514 |
| Haiku 4.5 | $0.00028 | $0.00257 |
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 21d 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 — 124 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
9 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.
- 21d ago Changed · +32 lines abc485a41ba1
- 1mo 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 (8 stars, last pushed 8d ago), licensed MIT. It adds 280 tokens to every session and 2,569 once invoked, about $0.0011 per session on Opus 5.5. 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.
Other skills, from other repositories
mqc-timeline-master
Turn raw case materials into a faithful, court-ready case timeline (SVG + PNG + PPTX + VSDX + drawio, plus a traceability index in Word). Use this whenever the user hands over litigation materials — a judgment, complaint, defence, evidence list, contract, bank or Alipay statement, WeChat screenshots, scanned exhibits…
mqc-litigation-visual-redraw
Redraw a litigation diagram into a restrained, court-ready presentation graphic (SVG + PNG) WITHOUT changing any text or legal meaning. Use this whenever the user supplies a case timeline, a legal process flowchart, OR a party/relationship diagram and wants it cleaned up, beautified, redrawn, made professional…
universal-standards
LegalAnt operating protocol — HITL gates, citation completeness, hallucination defence, Indian law default, data security, and mandatory disclaimer. Applies to every agent on every matter.
niw-package-review
Reviews an assembled EB-2 NIW petition package before filing, as a skeptical adjudicator would. Reads the actual exhibits, recommendation letters and petition draft, tests each Dhanasar prong against the preponderance standard on documented evidence only, quotes the specific petition passages that overclaim, and…
niw-rfe-response
Works a USCIS Request for Evidence or Notice of Intent to Deny on an EB-2 NIW petition, from reading the notice through to a drafted response. Reads the printed deadline rather than computing one, crosswalks each contested issue against the record as actually filed, stops for the petitioner to correct what it found…
indian-law-defaults
Indian statute and regulatory hierarchy defaults. All agents assume Indian jurisdiction unless overridden. Auto-triggers FEMA for foreign counterparties and SEBI LODR for listed entities.