 RE:GOV regov.app CSU · csu.edu.ph Migration report |
Migration report Cagayan State UniversityAutomated assessment and rebuild of csu.edu.ph on the BetterGov Kapwa design standard. |
RE:GOV regov.app CSU · csu.edu.ph Migration report |
Migration report Cagayan State UniversityAutomated assessment and rebuild of csu.edu.ph on the BetterGov Kapwa design standard. |
The agent crawled csu.edu.ph, kept 30 of 30 pages, and rebuilt them as 127 structured content blocks. It recorded 84 accessibility findings on 30 pages, corrected in the rebuild, and 57 items on 26 pages that need a person to confirm before any of this is published.
RE:GOV stops a run when a site’s robots.txt shuts crawlers out or its terms forbid automated access or republishing, and site owners can opt out at any time. How the crawler works.
| Measure | Original | Rebuild | Change |
|---|---|---|---|
| Largest content visible | 996 ms | 296 ms | 3.4× faster |
| Fully loaded | 1.5 s | 318 ms | 4.8× faster |
| Page weight | 8.6 MB | 477 KB | 19× lighter |
| Requests | 100 | 33 | 3.0× fewer |
| WCAG violations (axe-core) | 5 rules · 25 elements | 0 rules · 0 elements | none left |
Each homepage was opened in a fresh browser with no cache at 1280 × 900, twice, keeping the faster time. Both were measured from the RE:GOV server on October 27, 2026; the rebuild is served through regov.app. Speed on a phone or a slow connection will differ, but the gap in weight and requests holds.
Muse Spark looked at the original homepage with its accessibility findings and picked the ones you can see; SAM 3.1 found each element on the screenshot. The rebuilt site replaces every one of them.
After rebuilding, the agent checked its own work: Muse Spark read every original page (text, and screenshot where available) next to the rebuilt page, and listed anything lost and any statement the original does not support. Rewording is expected; changed facts are not.
Faithful: Vision, Mission and Core Values (100%) · Office of the University President (98%) · Vision, Mission, Goals and Objectives (100%) · IZN News (100%) · Sustainability Initiatives (100%) · Undergraduate Programs (100%) · Gender and Development (100%) · Alumni (100%) · Committee on Anti-Red Tape (CART) (95%) · Contact Us (100%) · Saving Batanes, one stone at a time: CSU collaboration earns national recognition (100%) · Citizen's Charter (100%) · Helpdesk - Jobs (100%) · 2024 Graduation Data (100%) · Freedom of Information Manual (100%) · Website Updates (100%) · Philosophy, Legal Basis and Mandate (100%) · RDE Framework: Research for Development (R4D) (100%) · Registry of International Linkages (100%) · Graduate Studies (100%) · EMRDC at CSU: powering sustainable mobility in the Philippines (100%) · Quality Policy and Objectives (100%) · The Board of Regents (100%) · RDE Thrusts and Priorities (100%) · Long-term Exchange Programs (95%) · CSU produces 79 new fisheries professionals, two land national top 5 spots (100%)
A model checking a model catches most dropped or invented facts, not all. Pages flagged here go to the agency’s editor first.
The original site links its services only as PDF documents. Muse Spark read 9 of them and rebuilt 270 services as pages with requirements, steps, fees, processing time and the person responsible, copied as written. They are listed on the rebuilt site’s services and requirements page and answer questions in “Ask this site”.
| Office | Services | Document |
|---|---|---|
| Cagayan State University - Aparri Campus | 28 | Citizen's Charter - Aparri Campus.pdf |
| Cagayan State University - Piat Campus | 60 | Citizen's Charter - Piat Campus.pdf |
| Cagayan State University - Solana-Lara Campus | 46 | Citizen's Charter - Solana-Lara Campus.pdf |
| Cagayan State University Andrews Campus | 21 | Citizen's Charter - Andrews Campus.pdf |
| Cagayan State University Gonzaga Campus | 23 | Citizen's Charter - Gonzaga Campus.pdf |
| Cagayan State University Lasam Campus | 23 | Citizen's Charter - Lasam Campus.pdf |
| Cagayan State University Sanchez Mira Campus | 38 | Citizen's Charter - Sanchez Mira Campus.pdf |
| Campus Registrar Office | 15 | Citizen's Charter - Carig Campus.pdf |
| Central Administration | 16 | Citizen's Charter - Central Administration.pdf |
1 linked document was skipped (unreachable, not a PDF, or no services in it). Charters are updated yearly; every service page links its PDF so a person can check the figures.
Each accessibility finding on the original site is tagged with the WCAG 2.2 success criterion it breaks. Every rebuilt page was then tested with axe-core 4.14.0 against the WCAG 2.0, 2.1 and 2.2 Level A and AA rules.
| Criterion | Level | Original site | Rebuild |
|---|---|---|---|
| 1.1.1 Non-text Content | A | 16 findings | Passes automated check |
| 1.2.2 Captions (Prerecorded) | A | 3 findings | Needs manual check |
| 1.3.1 Info and Relationships | A | 15 findings | Passes automated check |
| 1.4.1 Use of Color | A | 4 findings | Passes automated check |
| 1.4.3 Contrast (Minimum) | AA | 18 findings | Passes automated check |
| 1.4.4 Resize Text | AA | 7 findings | Passes automated check |
| 1.4.5 Images of Text | AA | 11 findings | Needs manual check |
| 1.4.10 Reflow | AA | 3 findings | Needs manual check |
| 1.4.12 Text Spacing | AA | 3 findings | Needs manual check |
| 1.4.13 Content on Hover or Focus | AA | 3 findings | Needs manual check |
| 2.1.1 Keyboard | A | 8 findings | Needs manual check |
| 2.2.2 Pause, Stop, Hide | A | 5 findings | Needs manual check |
| 2.4.1 Bypass Blocks | A | 1 finding | Passes automated check |
| 2.4.3 Focus Order | A | 6 findings | Needs manual check |
| 2.4.4 Link Purpose (In Context) | A | 4 findings | Passes automated check |
| 2.4.6 Headings and Labels | AA | 11 findings | Needs manual check |
| 3.2.2 On Input | A | 1 finding | Needs manual check |
| 3.3.2 Labels or Instructions | A | 7 findings | Passes automated check |
| 4.1.2 Name, Role, Value | A | 6 findings | Passes automated check |
Automated tools catch roughly a third of WCAG issues. Criteria marked “Needs manual check” (for example keyboard use, focus order, captions and meaningful link text) need a person with a keyboard and a screen reader before the agency can claim conformance. 18 findings are good practice without a specific WCAG criterion.
Noun-phrase prompts (logo, search box, map, infographic, photograph) on the original first screen, before any page was rewritten. The seal was cut out and reused as the new site’s brand mark.
| Region | Confidence | Box (px) |
|---|---|---|
| logo | 82% | 41 × 38 |
| logo | 76% | 16 × 16 |
| logo | 55% | 7 × 8 |
| logo | 91% | 80 × 82 |
| logo | 76% | 172 × 62 |
| logo | 76% | 16 × 15 |
Cut from the SAM 3.1 logo mask. Used in the header, footer and social previews of the rebuilt site.
The old site’s photos stay where they carry facts (officials, events). New artwork is generated only for decoration, from a brief Muse Spark wrote from the site plan: “Morning light over Cagayan State University in Tuguegarao City with Philippine flag flying on pole, students in uniform walking between Andrews and Carig campus halls with red-white-blue-yellow accents, researchers tending rice and corn test plots for agro-industrial and climate resiliency work beside an Electromobility Research prototype vehicle, Cagayan River winding toward Sierra Madre foothills and St. Peter's Cathedral bell tower in distance, diverse Ilocano, Ibanag and Itawes students, faculty and farmers sharing tablets and harvest baskets in busy campus plaza. No text, logos or seals.” Muse Image is told never to draw text, seals or logos. The artwork is decoration only (screen readers skip it), and every page of the rebuilt site says it is an unofficial, AI-generated concept.
SAM 3.1 found 17 portrait photos on the pages that list officials. Muse Spark read the caption printed with each one and named 17 from the page’s own list (never from the face), and wrote the alt text the original site was missing. The rebuilt site shows them in place of initials.
Issues Muse Spark observed on the original pages. The rebuilt site addresses them with semantic headings, real text instead of images of text, labelled controls and WCAG AA contrast.
| Category | Count | Share |
|---|---|---|
| Images and media | 23 | 27% |
| Colour contrast | 18 | 21% |
| Heading structure | 11 | 13% |
| Other | 11 | 13% |
| Links and controls | 6 | 7% |
| Typography | 5 | 6% |
| Structure and semantics | 5 | 6% |
| Forms and labels | 4 | 5% |
| Character encoding | 1 | 1% |
Content the agent migrated but could not verify, and gaps it could not fill. Each item should be checked by the agency before anything here is treated as current.
| Category | Count | Share |
|---|---|---|
| Other | 34 | 60% |
| Time-sensitive, verify | 15 | 26% |
| Missing or blank content | 7 | 12% |
| Dropped as site chrome | 1 | 2% |
This site has used 453,759 Muse Spark tokens in 31 calls, about $1.01. Cached results cost nothing, so reruns and repeat visitors are free.
| Step | Models | Calls | Tokens |
|---|---|---|---|
| Building the site | |||
| Build (before per-step records) | muse-spark-1.3 | – | 267,684 |
| Visitors (on demand) | |||
| Filipino version | muse-spark-1.3 | 31 | 186,075 |
Tokens as reported by the API. SAM 3.1 and Muse Image calls are counted, not tokenized. The dollar figure is an estimate from the average early runs; the Meta developer dashboard has the exact charge.
Prepared automatically by RE:GOV. The rebuilt site is an unofficial, AI-generated concept and is not affiliated with or endorsed by CSU. Findings are machine observations and may be incomplete; verify against the official website before acting on them.
Every site RE:GOV produces is an unofficial, AI-generated concept. It is not operated by, endorsed by, or affiliated with any government agency, local government unit, university, hospital or other public body, and it is not a substitute for their official websites. For services, transactions, forms and current information, always use the official website.
Content is migrated automatically from publicly available pages, or from Wayback Machine captures when a site blocks crawlers, and may be incomplete, outdated or wrong. Illustrations are AI-generated, not photographs. Hotline numbers come from BetterGov.ph’s public dataset and the source site; verify before relying on them. Weather is from Open-Meteo and is not a PAGASA advisory. Every rebuilt page links back to its original. Agencies may request changes or removal through GitHub issues.
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