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41_entity_typeahead_fields

Trucking ERP – FastAPI backend

Install / Use

npx skills add mkaamirerp/trucking-erp

Installs into whichever agent you are using.

About this skill
📐

Cursor Rules

Cursor IDE rules (v2)

Quality Score

50/100

Supported Platforms

Cursor

Our assessment of 41_entity_typeahead_fields

41_entity_typeahead_fields scores 50/100 on our quality scale, 573rd of 587 Data & Analytics skills we index.

Its Cursor Rules is 2.7 KB long, split into 7 sections and no code examples: a solid amount of guidance for an agent.

It has no GitHub stars yet, so there is no community track record; judge it on its content.

Substance
26/30
Structure
11/20
Description
8/15
Adoption
0/20
Freshness
5/15

Maintenance, license and trust

  • We could not determine when the repository was last updated.
  • Our last check on 2026-10-20 found the source still online.
  • No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
  • Its trust signals score 68/100, with 3 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

Safety scan

No issues found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.

AI review by kimi-k2.7-code on 2026-09-24. Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

41_entity_typeahead_fields compared with similar skills

All 4 of these similar skills score higher than 41_entity_typeahead_fields; compare them before choosing.

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41_entity_typeahead_fields (this skill)by mkaamirerp500—Cursor Rules
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Frequently asked questions

How do I install 41_entity_typeahead_fields?
Run npx skills add mkaamirerp/trucking-erp. The install tabs above show the steps for each supported agent.
Which AI agents does 41_entity_typeahead_fields work with?
It is written for Cursor, as a Cursor Rules file. Other agents that read the same format can often use it too.
Is 41_entity_typeahead_fields safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It declares no license and scores 68/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is 41_entity_typeahead_fields still maintained?
We could not determine when the repository was last updated.

TruckERP Entity Field / Type-Ahead Standard

This is a project-wide UX rule for TruckERP.

Core rule

Whenever a form field represents an existing database-backed business entity, use a searchable type-ahead/select field rather than a traditional large dropdown.

Examples include:

  • Broker
  • Broker Contact
  • Customer
  • Driver
  • Truck
  • Trailer
  • Facility / shipper / receiver
  • Other managed master-data entities where selection of an existing record matters

Do NOT apply this rule to ordinary scalar fields such as rate, miles, weight, load/reference number, dates, times, free-text notes, etc.

Required interaction

  1. There must be ONE user-facing field for the entity.
  2. On click/focus, show up to the top/relevant/recent 10 records immediately.
  3. As the user types, results must update live based on the entered text.
  4. The user chooses the correct record from the result list.
  5. Keyboard navigation may support Up/Down + Enter, but selection is the confirmation action.
  6. Do not require Excel-style Tab-to-accept behavior.
  7. On touch devices the same field must work by tap and selection.
  8. Do not load or display hundreds/thousands of records in a traditional select dropdown.

Stored value vs displayed value

The visible field displays the human-readable entity name.

The application stores the corresponding entity ID/reference internally.

Backend/parser snapshot fields may exist for extraction, audit, matching, or diagnostics, but they must NOT create duplicate user-facing fields.

Example for Broker:

Backend may retain:

  • broker_id
  • broker_name_snapshot
  • broker_mc_number_snapshot
  • broker_dot_number_snapshot

User sees only:

  • Broker

Parser / automatic resolution

When AI/document parsing provides strong identity evidence and TruckERP can resolve it to an existing database record, automatically select that record in the same entity field.

For Broker:

  • MC/DOT exact identity resolution may automatically populate broker_id.
  • broker_name_snapshot remains source evidence.
  • Do not expose Broker + Broker Name as two normal user-facing fields.

If automatic identity resolution does not produce a trusted record:

  • leave the single entity field available for user search/selection
  • do not invent or force a database relationship from snapshot text alone

Reusability

Do not create custom autocomplete behavior separately on each page.

Use/reuse a shared TruckERP type-ahead/search-select component and consistent API/query behavior wherever practical.

Behavior should be consistent throughout the ERP:

focus -> top 10 -> type -> live search -> select -> store entity ID.

Existing-data rule

The field must remain usable even when the desired entity is not in the initial top 10. Typing must search beyond those initial records.

Related Skills

View on GitHub
GitHub Stars0
CategoryData
UpdatedNaNy ago
Forks0

Trust signals

68/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

2 medium1 low