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 jayanthmb14/forthepeople --skill indian-district-hierarchygit clone --depth 1 https://github.com/jayanthmb14/forthepeopleWrote 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/jayanthmb14/forthepeople/indian-district-hierarchy)<a href="https://agentmods.dev/skills/jayanthmb14/forthepeople/indian-district-hierarchy"><img src="https://agentmods.dev/badge/skills/jayanthmb14/forthepeople/indian-district-hierarchy/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/jayanthmb14/forthepeople/indian-district-hierarchy"><img src="https://agentmods.dev/badge/skills/jayanthmb14/forthepeople/indian-district-hierarchy.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 | $0.00113 | $0.01839 |
| Opus 5.5 | $0.00045 | $0.00736 |
| Sonnet 5.5 | $0.00023 | $0.00368 |
| Haiku 4.5 | $0.00011 | $0.00184 |
Grade A, and why
indian-district-hierarchy 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 — 229 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Indian District Administrative Hierarchy — Complete Reference
10-Tier System (Generic for ANY Indian district)
Tier 1: PARLIAMENT
- Member of Parliament (Lok Sabha) — elected, 5-year term
- Rajya Sabha MP — if district falls under their constituency
Tier 2: STATE ASSEMBLY
- MLAs (Members of Legislative Assembly) — one per assembly constituency
- Karnataka: 224 seats. Mandya district has 7 constituencies
- Each state has different number of seats
- MLC (Member of Legislative Council) — if state has upper house
- Karnataka has Legislative Council (75 seats)
Tier 3: ELECTED LOCAL BODY
- Zilla Panchayat (ZP) President — elected head of district panchayat
- ZP Vice President
- City Municipal Council (CMC) / Town Municipal Council (TMC) President
- Taluk Panchayat President — one per taluk
- Gram Panchayat President (Sarpanch) — one per village panchayat
- Ward Members — elected representatives at ward level
Tier 4: DISTRICT ADMINISTRATION (IAS/KAS)
- Deputy Commissioner (DC) / District Collector / District Magistrate
- HEAD of district administration, IAS officer
- In Karnataka: called "Deputy Commissioner"
- In UP/Bihar: called "District Magistrate"
- In Maharashtra: called "Collector"
- Additional Deputy Commissioner (ADC)
- Assistant Commissioner (AC) — one per subdivision
- Chief Executive Officer (CEO), Zilla Panchayat
- Project Director, DRDA (District Rural Development Agency)
- District Registrar (land/property registration)
- Sub-Registrar — one per taluk
Tier 5: POLICE (IPS/State Police)
- Superintendent of Police (SP) — HEAD of district police, IPS officer
- Additional SP (Addl. SP)
- Deputy SP (Dy.SP) — one per subdivision/circle
- Circle Inspector (CI) — one per police circle
- Police Inspector (PI) — one per police station
- Sub-Inspector (SI) — multiple per station
- Traffic Police Inspector
- District Armed Reserve (DAR) Commandant
- Cyber Crime Cell head
- Women's Police Station head
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 · 229 lines · 113 tokens per session scan A e17f6c20e3de
indian-district-hierarchy is a skill published in the GitHub repository jayanthmb14/forthepeople (312 stars, last pushed 1mo ago), licensed MIT. It adds 113 tokens to every session and 1,839 once invoked, about $0.0005 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 2026-09-03.
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