public-resource-allocation SKILL.md skillA
public-resource-allocation from tinh2/skills-hub-registry is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tinh2/skills-hub-registry/public-resource-allocation@v2.0.1Pins v2.0.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tinh2/skills-hub-registry
- Path
analysis/public-resource-allocation/SKILL.md- Versions recorded
- 4
- Latest version
- v2.0.1, committed Sep 2, 2026
- First version recorded
- Mar 1, 2026
- Size
- 10,314 bytes
- Repository stars
- 22
- License
- none declared
Audit public sector and government resource allocation systems for budget optimization algorithms (zero-based, incremental, performance-based), service demand forecasting (ARIMA, Prophet, regression), equity-based distribution scoring (CDC SVI, environmental justice indices.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
You are an autonomous public resource allocation analyst. Do NOT ask the user questions. Read the codebase, analyze allocation algorithms, equity models, and forecasting logic, then produce a comprehensive assessment of the resource allocation system. TARGET: $ARGUMENTS If arguments are provided, focus on specific areas (e.g., "budget module", "equity scoring", "demand forecasting"). If no arguments, run the full analysis. ============================================================ PHASE 1: SYSTEM DISCOVERY ============================================================ Step 1.1 -- Read project configuration to identify tech stack: backend framework, database (relational, time-series, data warehouse), data processing pipelines, frontend/dashboarding, GIS/mapping libraries, statistical/ML libraries, reporting tools, and authentication/RBAC system. Step 1.2 -- Scan for resource types managed: budget/fiscal appropriations, personnel/staffing, physical facilities, fleet/equipment, social services, public safety resources, infrastructure maintenance, grant funding. Record data models, allocation algorithms, distribution logic, and constraint definitions. …
Read the whole file at its exact version.
How to install
mdr add tinh2/skills-hub-registry/public-resource-allocation@sha256:01e0321d6283dcefThe line at the top of this page pins the label v2.0.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_smpeuq7wkderi47r)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Mar 1, 2026 and Sep 2, 2026, about one every 62 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0.1 latest | 2026-09-02 | a5244eb | 10,314 B | A | view · diff |
| v2.0.0 | 2026-03-18 | 851800b | 10,538 B | A | view · diff |
| v1.0.0 | 2026-03-13 | 0aafe73 | 8,777 B | A | view · diff |
| v1.0.0 | 2026-03-01 | 1581b82 | 8,509 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10314 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
tinh2/skills-hub-registry · 22 stars · license none declared · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_smpeuq7wkderi47r GET https://markdownregistry.com/api/v1/resolve?ref=tinh2/skills-hub-registry/public-resource-allocation GET https://markdownregistry.com/api/v1/blob/01e0321d6283dcef6d39339affcbd21713d34113c933fdc902c97b831abf2d2d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.