Next Plaid

STRONG · 78
Community indexed

NextPlaid, ColGREP: Multi-vector search, from database to coding agents.

Downloads 0
Stars 495
Version 1.0.0
Quality 84/100 · Strong
Trust 78/100 · Strong shortlist
Audit 85/100 · Needs review

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add lightonai/next-plaid

Maintenance

fresh

8d since push

Risk

Needs review

Permission surface may require sandboxing

GitHub quality

495

84/100 quality · 78/100 trust

Coverage tags

CodingCoding agentsrag-knowledgevector-databaseretrieval

Review notes

Permission surface may require sandboxing · Quality score needs review

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Strong
84

Solid option that is likely worth shortlisting for production workflows.

Trust

Strong shortlist
78

Good trust signals with a few areas worth checking before rollout.

Audit

Needs review
85

Install readiness, security metadata, maintenance, and adoption risk.

Trust Score v3

Human review before install

Test in a sandbox workflow and compare its install path with close alternatives.

RustVector SearchCodexClaude CodeCursor

Stars

495 GitHub stars

Repo activity

495 stars, 56 forks

Maintenance

8d since push

License

Apache-2.0

Install

npx skills add lightonai/next-plaid

Install safety

standard package or runtime install path

Permission surface

shell or command execution, filesystem or document access

Docs

Usable metadata, review docs

Risk summary

Review before production

  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • Permission surface: shell or command execution, filesystem or document access

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • 8d since push

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • RAG and knowledge workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Chunk documents
  • Create embeddings

Suited agents

RustVector SearchCodexClaude CodeCursorOpenAgentSkill CLICLI

Trust and risk

Trust score
78/100
Risk level
Needs review
Auto install
review

Install command

npx skills add lightonai/next-plaid

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No OpenAgentSkill engagement data yet
  • High-risk permission hints: Shell or command execution
  • Permission surface may require sandboxing

Agent safety v2

53/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

Resolve via API

high

Shell or command execution

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

medium

Database access

Skill may inspect schemas, query databases, or work with persistent stores.

  • High-risk permission hints: Shell or command execution
  • Permission surface may require sandboxing

Install targets

Install this skill in your agent workflow

Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add lightonai/next-plaid

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use Next Plaid in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Next%20Plaid%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/lightonai-next-plaid/install
Install command: npx skills add lightonai/next-plaid
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Agent prompt

Use Next Plaid for this task. Review https://www.openagentskill.com/api/skills/lightonai-next-plaid/install, then install with: npx skills add lightonai/next-plaid

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Agent fit

83/100

RAG and knowledge

Platforms

Rust, Vector Search, Claude Code

Audit report

Needs review · 85/100

Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.

View audit report

Agent decision cockpit

Companion skill for RAG and knowledge

Shortlist this skill and compare it with close alternatives before production adoption.

83
Readiness
Shortlist
Stage

Role in stack

Companion skill

Primary fit

RAG and knowledge

Trust label

Strong shortlist

Install path

Command ready

Use when

  • RAG and knowledge workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 84/100 quality profile

Review first

  • No OpenAgentSkill engagement data yet

Implementation path

  1. 1Install it in a sandbox agent and run one RAG and knowledge task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Strong shortlist

Good trust signals with a few areas worth checking before rollout.

78
Trust score

GitHub adoption

INFO

495 GitHub stars

Stars/forks activity

INFO

495 stars, 56 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

8d since push

License clarity

PASS

Apache-2.0

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Install command has no obvious high-risk pattern

Review before install

  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • Permission surface: shell or command execution, filesystem or document access

Recommended action

Test in a sandbox workflow and compare its install path with close alternatives.

Quality profile

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

84
GitHub stars
495
Freshness
8d ago
Install ready
Yes
License
Apache-2.0

Workflow fit

Use this skill in these scenarios

Stack fit

Add it to a complete workflow

Alternative shortlist

Compare before you install

Similar skills in this category, ranked with the same readiness and quality signals.

Compare all

Overview

NextPlaid, ColGREP: Multi-vector search, from database to coding agents.

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform Compatibility

rustFULL
vector-searchFULL

Technical Details

Version
1.0.0
License
Apache-2.0
Last Updated
6/16/2026
Published
6/16/2026

Frameworks & Tools

RustVector Search

Decision snapshot

Companion skill

83
Ready
Shortlist
Stage

recent repository activity

Audit Snapshot

Install and adoption review

85
Needs review
Security
80/100
Maintenance
100/100
Install
92/100
Open full audit

Growth loop

Share this skill

X

Scenario-led draft for Next Plaid, with the OpenAgentSkill Update theme and canonical URL.

OpenAgentSkill Update
Today: Next Plaid

Use it when you want your coding agent to carry more repo context and ship repetitive changes faster.

495 stars - rag-knowledge
Link: https://www.openagentskill.com/skills/lightonai-next-plaid?ref=x
#AIAgents #OpenAgentSkill
Open X draft
Optional reply with install command
Link for Next Plaid:
https://www.openagentskill.com/skills/lightonai-next-plaid?ref=x

Install: npx skills add lightonai/next-plaid

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
lightonai
Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This community indexed listing is attributed to lightonai but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

README badge

Add this badge to your GitHub README to show the listing, trust score, and install handoff.

[![OpenAgentSkill](https://www.openagentskill.com/api/badge/lightonai-next-plaid)](https://www.openagentskill.com/skills/lightonai-next-plaid)

Author

L

lightonai

@lightonai

Platform Fit

Health Signals

GitHub stars
495
Quality score
53/100
Last GitHub push
Jun 9, 2026
Framework hints
2
OpenAgentSkill views
0
Install copies
0
Outbound clicks
0

Community Signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & Safety

Strong shortlist

78
  • GitHub adoption495 GitHub starsINFO
  • Stars/forks activity495 stars, 56 forks; issue activity unavailable in current metadataINFO
  • Recent maintenance8d since pushPASS
  • License clarityApache-2.0PASS
  • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
  • Dependency/runtime riskcommand execution surface, database surfaceINFO