Agent skill

Permit Data Fidelity Model

by h30190 in h30190/HJPLUS_Taiwan_Architect_KB

This skill should be used when designing storage, import/export, or database projections for legacy CPAMI permit-case data without losing its original string semantics.

CC-BY-SA-4.0Auto-check passedDatabases

Install Permit Data Fidelity Model

skills CLI

$ npx skills add h30190/HJPLUS_Taiwan_Architect_KB --skill permit-data-fidelity-model -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install h30190/HJPLUS_Taiwan_Architect_KB permit-data-fidelity-model --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/h30190/HJPLUS_Taiwan_Architect_KB.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'raw/設計軟體與工具/建管資料交換工具/保真資料儲存模型/permit-data-fidelity-model' .claude/skills/permit-data-fidelity-model && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "permit-data-fidelity-model" agent skill from https://github.com/h30190/HJPLUS_Taiwan_Architect_KB/tree/main/raw/%E8%A8%AD%E8%A8%88%E8%BB%9F%E9%AB%94%E8%88%87%E5%B7%A5%E5%85%B7/%E5%BB%BA%E7%AE%A1%E8%B3%87%E6%96%99%E4%BA%A4%E6%8F%9B%E5%B7%A5%E5%85%B7/%E4%BF%9D%E7%9C%9F%E8%B3%87%E6%96%99%E5%84%B2%E5%AD%98%E6%A8%A1%E5%9E%8B/permit-data-fidelity-model into .claude/skills/permit-data-fidelity-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "permit-data-fidelity-model", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/h30190/HJPLUS_Taiwan_Architect_KB/tree/main/raw/%E8%A8%AD%E8%A8%88%E8%BB%9F%E9%AB%94%E8%88%87%E5%B7%A5%E5%85%B7/%E5%BB%BA%E7%AE%A1%E8%B3%87%E6%96%99%E4%BA%A4%E6%8F%9B%E5%B7%A5%E5%85%B7/%E4%BF%9D%E7%9C%9F%E8%B3%87%E6%96%99%E5%84%B2%E5%AD%98%E6%A8%A1%E5%9E%8B/permit-data-fidelity-model

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add h30190/HJPLUS_Taiwan_Architect_KB --skill permit-data-fidelity-model -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install h30190/HJPLUS_Taiwan_Architect_KB permit-data-fidelity-model --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/h30190/HJPLUS_Taiwan_Architect_KB.git skills-src && mkdir -p .agents/skills && cp -r skills-src/'raw/設計軟體與工具/建管資料交換工具/保真資料儲存模型/permit-data-fidelity-model' .agents/skills/permit-data-fidelity-model && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "permit-data-fidelity-model" agent skill from https://github.com/h30190/HJPLUS_Taiwan_Architect_KB/tree/main/raw/%E8%A8%AD%E8%A8%88%E8%BB%9F%E9%AB%94%E8%88%87%E5%B7%A5%E5%85%B7/%E5%BB%BA%E7%AE%A1%E8%B3%87%E6%96%99%E4%BA%A4%E6%8F%9B%E5%B7%A5%E5%85%B7/%E4%BF%9D%E7%9C%9F%E8%B3%87%E6%96%99%E5%84%B2%E5%AD%98%E6%A8%A1%E5%9E%8B/permit-data-fidelity-model into .agents/skills/permit-data-fidelity-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "permit-data-fidelity-model", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add h30190/HJPLUS_Taiwan_Architect_KB --skill permit-data-fidelity-model -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install h30190/HJPLUS_Taiwan_Architect_KB permit-data-fidelity-model --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/h30190/HJPLUS_Taiwan_Architect_KB.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/'raw/設計軟體與工具/建管資料交換工具/保真資料儲存模型/permit-data-fidelity-model' .cursor/skills/permit-data-fidelity-model && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "permit-data-fidelity-model" agent skill from https://github.com/h30190/HJPLUS_Taiwan_Architect_KB/tree/main/raw/%E8%A8%AD%E8%A8%88%E8%BB%9F%E9%AB%94%E8%88%87%E5%B7%A5%E5%85%B7/%E5%BB%BA%E7%AE%A1%E8%B3%87%E6%96%99%E4%BA%A4%E6%8F%9B%E5%B7%A5%E5%85%B7/%E4%BF%9D%E7%9C%9F%E8%B3%87%E6%96%99%E5%84%B2%E5%AD%98%E6%A8%A1%E5%9E%8B/permit-data-fidelity-model into .cursor/skills/permit-data-fidelity-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "permit-data-fidelity-model", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/h30190/HJPLUS_Taiwan_Architect_KB.git --path 'raw/設計軟體與工具/建管資料交換工具/保真資料儲存模型/permit-data-fidelity-model'

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add h30190/HJPLUS_Taiwan_Architect_KB --skill permit-data-fidelity-model -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install h30190/HJPLUS_Taiwan_Architect_KB permit-data-fidelity-model --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/h30190/HJPLUS_Taiwan_Architect_KB.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/'raw/設計軟體與工具/建管資料交換工具/保真資料儲存模型/permit-data-fidelity-model' .gemini/skills/permit-data-fidelity-model && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "permit-data-fidelity-model" agent skill from https://github.com/h30190/HJPLUS_Taiwan_Architect_KB/tree/main/raw/%E8%A8%AD%E8%A8%88%E8%BB%9F%E9%AB%94%E8%88%87%E5%B7%A5%E5%85%B7/%E5%BB%BA%E7%AE%A1%E8%B3%87%E6%96%99%E4%BA%A4%E6%8F%9B%E5%B7%A5%E5%85%B7/%E4%BF%9D%E7%9C%9F%E8%B3%87%E6%96%99%E5%84%B2%E5%AD%98%E6%A8%A1%E5%9E%8B/permit-data-fidelity-model into .gemini/skills/permit-data-fidelity-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "permit-data-fidelity-model", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install h30190/HJPLUS_Taiwan_Architect_KB permit-data-fidelity-model

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add h30190/HJPLUS_Taiwan_Architect_KB --skill permit-data-fidelity-model -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/h30190/HJPLUS_Taiwan_Architect_KB.git skills-src && mkdir -p .github/skills && cp -r skills-src/'raw/設計軟體與工具/建管資料交換工具/保真資料儲存模型/permit-data-fidelity-model' .github/skills/permit-data-fidelity-model && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "permit-data-fidelity-model" agent skill from https://github.com/h30190/HJPLUS_Taiwan_Architect_KB/tree/main/raw/%E8%A8%AD%E8%A8%88%E8%BB%9F%E9%AB%94%E8%88%87%E5%B7%A5%E5%85%B7/%E5%BB%BA%E7%AE%A1%E8%B3%87%E6%96%99%E4%BA%A4%E6%8F%9B%E5%B7%A5%E5%85%B7/%E4%BF%9D%E7%9C%9F%E8%B3%87%E6%96%99%E5%84%B2%E5%AD%98%E6%A8%A1%E5%9E%8B/permit-data-fidelity-model into .github/skills/permit-data-fidelity-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "permit-data-fidelity-model", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add h30190/HJPLUS_Taiwan_Architect_KB --skill permit-data-fidelity-model -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install h30190/HJPLUS_Taiwan_Architect_KB permit-data-fidelity-model --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/h30190/HJPLUS_Taiwan_Architect_KB.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/'raw/設計軟體與工具/建管資料交換工具/保真資料儲存模型/permit-data-fidelity-model' .opencode/skills/permit-data-fidelity-model && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "permit-data-fidelity-model" agent skill from https://github.com/h30190/HJPLUS_Taiwan_Architect_KB/tree/main/raw/%E8%A8%AD%E8%A8%88%E8%BB%9F%E9%AB%94%E8%88%87%E5%B7%A5%E5%85%B7/%E5%BB%BA%E7%AE%A1%E8%B3%87%E6%96%99%E4%BA%A4%E6%8F%9B%E5%B7%A5%E5%85%B7/%E4%BF%9D%E7%9C%9F%E8%B3%87%E6%96%99%E5%84%B2%E5%AD%98%E6%A8%A1%E5%9E%8B/permit-data-fidelity-model into .opencode/skills/permit-data-fidelity-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "permit-data-fidelity-model", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: permit-data-fidelity-model
GitHub stars: 158
Token cost: ~1.4k tokens
SKILL.md length: 582 words
Files: 1
Skills in repo: 86
Repo updated: Oct 8, 2026
First seen: Oct 7, 2026
Licence: CC-BY-SA-4.0

At a glance

This skill should be used when designing storage, import/export, or database projections for legacy CPAMI permit-case data without losing its original string semantics.

Works in 6 steps: Parse a legacy file through the format… → Validate that every core table and field… → Store the envelope in canonical JSONB… → …
Databases work in your project
SKILL.md covers Scope and trust boundary, Core invariants, Workflow and Synthetic worked example, plus 5 more sections
Needs INDEX_KEY

What it does

Permit Data Fidelity Model is an agent skill from h30190/HJPLUS_Taiwan_Architect_KB. This skill should be used when designing storage, import/export, or database projections for legacy CPAMI permit-case data without losing its original string semantics.

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: claude-code,opencode,agent-skills

It sits in Databases. It works with PostgreSQL. The repository describes itself as: 一個開源的台灣AEC產業知識庫，只要你願意共享經驗與知識就歡迎加入我們. The licence is CC-BY-SA-4.0.

When your agent uses it

Databases work in your project

Example prompts

“/permit-data-fidelity-model”

Requirements

A credential in INDEX_KEY
Compatibility (from SKILL.md): claude-code,opencode,agent-skills

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

Parse a legacy file through the format engine and create a versioned case envelope.
Validate that every core table and field is present with string values; preserve empty strings rather than substituting null, zero…
Store the envelope in canonical JSONB with schemaVersion, formSet, tables, and extraTables.
Build text-first relational views for reporting; offer numeric/date conversions only as separate projected columns.
Before normalized export, detect passthrough, unknown, and signed package tables/entries. Route them to the byte-preserving legacy-package…
Round-trip using synthetic fixtures and compare the exported bytes where the input is expected to be unchanged.

What it can do on your machine

Read from SKILL.md and the folder at commit 35ed06e. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
- github.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
- INDEX_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
claude-code,opencode,agent-skills
From compatibility in the SKILL.md frontmatter.

Context cost

Permit Data Fidelity Model loads about 1.4k tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 582 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~49
When it runs · the whole SKILL.md, loaded when a task matches: ~1.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from h30190/HJPLUS_Taiwan_Architect_KB at commit 35ed06e, republished under its CC-BY-SA-4.0 licence (© h30190). 582 words, ~1,378 tokens.

Download SKILL.mdSave it as .claude/skills/permit-data-fidelity-model/SKILL.md (or your agent's skills folder).

name: permit-data-fidelity-model
description: This skill should be used when designing storage, import/export, or database projections for legacy CPAMI permit-case data without losing its original string semantics.
compatibility: claude-code,opencode,agent-skills
type: Skill
license: CC-BY-SA-4.0
metadata.audience: architects
metadata.region: taiwan
metadata.class: C
metadata.status: unverified
metadata.data-currency: 2026-07-16

Permit Data Fidelity Model

Scope and trust boundary

[Secondary] This is a persistence-design guide distilled from a pinned implementation plan. It is neither a legal definition of a permit record nor a certified production database design.[^postgres-plan]

Core invariants

[Secondary] Preserve every business value as a string, including leading zeros, "", dates, and Y/N/blank states.[^postgres-plan]
[Secondary] Treat the versioned JSONB payload as canonical. Relational tables or views are projections for query use, not the reconstruction source.[^postgres-plan]
[Secondary] Keep 13 core tables under tables and retain non-legacy groups under extraTables; do not flatten extensions into the legacy export.[^postgres-plan]
[Secondary] Use CP950 only at the import/export boundary. Database and exchange JSON operate in UTF-8.[^postgres-plan]
[Secondary] Keep a schema version and reject or migrate incompatible documents deliberately. Do not assume INDEX_KEY is globally unique.[^postgres-plan]
[Secondary] The normalized 13-table JSON-envelope export path applies only after detecting that the source has no passthrough, unknown, or signed package tables/entries. Route any such case to the byte-preserving legacy permit data interchange workflow, or reject it until lossless routing exists; never silently drop it.

Workflow

Parse a legacy file through the format engine and create a versioned case envelope.
Validate that every core table and field is present with string values; preserve empty strings rather than substituting null, zero, boolean, or numeric types.
Store the envelope in canonical JSONB with schemaVersion, formSet, tables, and extraTables.
Build text-first relational views for reporting; offer numeric/date conversions only as separate projected columns.
Before normalized export, detect passthrough, unknown, and signed package tables/entries. Route them to the byte-preserving legacy-package workflow or reject the operation; only then validate CP950 encodability and serialize the fixed core tables in their required order.
Round-trip using synthetic fixtures and compare the exported bytes where the input is expected to be unchanged.

Synthetic worked example

Store a fictional case with INDEX_KEY: "00123", an empty numeric-looking field "", and a land-number component "0007" as strings in payload.tables. A query view may expose NULLIF(value, '') as a numeric helper, but it must not overwrite the payload. An added equipment row belongs under payload.extraTables, not a fabricated core-table column.[^postgres-plan]

Show full SKILL.md (232 more words)Show less

Pitfalls

[Unverified] A 3NF-only canonical schema can erase field order, blank-versus-zero semantics, and compatibility fields; do not use it as the sole reconstruction source.
[Secondary] Do not make INDEX_KEY a unique primary key; use a surrogate document identity and treat it as a business index.[^postgres-plan]
[Secondary] Do not persist extensions by appending unknown groups to the legacy file; legacy export serializes core tables only.[^postgres-plan]
[Secondary] CP950 failures belong at export validation. Silent replacement characters are data loss.[^postgres-plan]

Privacy boundary

Payloads may contain identifiers, contact details, and other personal data. Keep fixtures fully synthetic, apply access control and encrypted backups in the receiving system, and do not copy payloads into documentation, issue discussions, or logs.[^postgres-plan]

Data Currency

The cited design snapshot is dated 2026-07-16. Revalidate before deployment.

To Verify

Confirm the active schema version and complete allowed extraTables list. Already checked: only the pinned planning snapshot. Next: inspect the active deployment schema.
Define migration, authorization, retention, backup, and incident-response controls. Already checked: the cited plan identifies these as target-system responsibilities. Next: obtain the receiving system's security design.
Run import/export and byte-level round-trip checks using synthetic fixtures on the deployed runtime. Already checked: the pinned plan names round-trip fidelity as its acceptance boundary. Next: execute the target runtime test suite.

[^postgres-plan]: Pinned implementation evidence, not legal authority: PostgreSQL integration plan.

Files

Just SKILL.md in raw/設計軟體與工具/建管資料交換工具/保真資料儲存模型/permit-data-fidelity-model of h30190/HJPLUS_Taiwan_Architect_KB.

Open the folder on GitHubat commit 35ed06e

Compare with similar skills

Permit Data Fidelity Model next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Permit Data Fidelity Model compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Permit Data Fidelity Model this skillh30190/HJPLUS_Taiwan_Architect_KB	158	—	~1.4k	Automated safety check: Pass	CC-BY-SA-4.0	yesterday
Backend Test WorkerCorrectRoadH/OpenTickly	307	—	~1.3k	Automated safety check: Pass	AGPL-3.0	7 days ago
Ef Core Migrationsjihadkhawaja/Egroo	178	—	~673	Automated safety check: Pass	Apache-2.0	6 mo ago
Add Oliphaunt Extensionf0rr0/oliphaunt	105	—	~1.4k	Automated safety check: Pass	MIT	today
Diagnose Cloud SessionFreakStudioCN/mpy-hardware-extension	146	—	~809	Automated safety check: Notes	Custom licence	11 days ago
DB AdminEliasOulkadi/shokunin	114	—	~2k	Automated safety check: Notes	MIT	4 days ago

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Revit AI Targeting And Safe Execution
h30190/HJPLUS_Taiwan_Architect_KB
This skill should be used when an AI agent, MCP tool, Revit add-in, or automation must inspect or change a live Revit model and needs to prove its target set, choose bounded read-only context…
158 GitHub stars~3.6k tokensUpdated yesterday
Auto-check passed
Smoke Exhaust Review
h30190/HJPLUS_Taiwan_Architect_KB
This skill should be used when evaluating smoke exhaust compliance for buildings in Taiwan, including windowless floor determination, smoke compartment partitioning, smoke exhaust window effective…
158 GitHub stars~1.9k tokensUpdated yesterday
Auto-check passed

Works with

PostgreSQL

Questions about Permit Data Fidelity Model

What does Permit Data Fidelity Model do?

This skill should be used when designing storage, import/export, or database projections for legacy CPAMI permit-case data without losing its original string semantics. Permit Data Fidelity Model is an agent skill from h30190/HJPLUS_Taiwan_Architect_KB. This skill should be used when designing storage, import/export, or database projections for legacy CPAMI permit-case data without losing its original string semantics.

When should I use Permit Data Fidelity Model?

Permit Data Fidelity Model fits situations like: databases work in your project.

How do I install Permit Data Fidelity Model in Claude Code?

Run `npx skills add h30190/HJPLUS_Taiwan_Architect_KB --skill permit-data-fidelity-model -a claude-code`. Or copy the skill folder (raw/設計軟體與工具/建管資料交換工具/保真資料儲存模型/permit-data-fidelity-model in h30190/HJPLUS_Taiwan_Architect_KB) into .claude/skills/permit-data-fidelity-model in your project. Claude Code loads it when a task matches its description.

How do I install Permit Data Fidelity Model in Codex?

Run `npx skills add h30190/HJPLUS_Taiwan_Architect_KB --skill permit-data-fidelity-model -a codex`. Or copy the skill folder (raw/設計軟體與工具/建管資料交換工具/保真資料儲存模型/permit-data-fidelity-model in h30190/HJPLUS_Taiwan_Architect_KB) into .agents/skills/permit-data-fidelity-model in your project. Codex loads it when a task matches its description.

Can I use Permit Data Fidelity Model in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add h30190/HJPLUS_Taiwan_Architect_KB --skill permit-data-fidelity-model -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/permit-data-fidelity-model, .gemini/skills/permit-data-fidelity-model, .github/skills/permit-data-fidelity-model and .opencode/skills/permit-data-fidelity-model in your project.

What does Permit Data Fidelity Model need to run?

Going by SKILL.md and its folder, Permit Data Fidelity Model needs credentials named INDEX_KEY. Our summary lists: A credential in INDEX_KEY. Compatibility (from SKILL.md): claude-code,opencode,agent-skills.

Does Permit Data Fidelity Model access the network?

SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.

Is Permit Data Fidelity Model safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Permit Data Fidelity Model use?

Permit Data Fidelity Model is published under the CC-BY-SA-4.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Permit Data Fidelity Model use?

About 1.4k tokens (SKILL.md is roughly 5.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Permit Data Fidelity Model?

Skills that share tags, products or a category with Permit Data Fidelity Model: Backend Test Worker (CorrectRoadH/OpenTickly, 307 stars), Ef Core Migrations (jihadkhawaja/Egroo, 178 stars), Add Oliphaunt Extension (f0rr0/oliphaunt, 105 stars) and Diagnose Cloud Session (FreakStudioCN/mpy-hardware-extension, 146 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Permit Data Fidelity Model?

h30190 (a GitHub user) maintains it in h30190/HJPLUS_Taiwan_Architect_KB, which has 158 GitHub stars. The repository holds 86 skills in this directory. The repository was last updated on October 8, 2026.

Source: h30190/HJPLUS_Taiwan_Architect_KB on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Permit Data Fidelity Model

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Compatibility

Context cost

Safety

SKILL.md

Permit Data Fidelity Model

Scope and trust boundary

Core invariants

Workflow

Synthetic worked example

Pitfalls

Privacy boundary

Related Skills

Data Currency

To Verify

Files

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