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Finding an Existing Tool

New task → existing solution before developing a duplicate

Robots gather geometric modules from different islands into a single catalog and direct a similar module into an existing drawer

In short

When scripts, agents, and integrations become numerous, a new session only sees the current folder and may re-create an already existing capability.

Outcome

A crawler collects safe capability descriptions into a unified index, search works by function, and prior-art checks become a mandatory input for new development.

How the automation runs

Trigger

An agent session started or a request for a new tool appeared

Automation steps

  1. Scans authorized description sources without secret content
  2. Normalizes name, type, purpose, owner, and freshness
  3. Builds search by capability, not just by name
  4. Shows nearest matches before design
  5. Records the decision to extend, link, or create a new capability

Human check

A person defines authorized sources and makes decisions in case of significant overlap; the registry does not open private files or automatically delete similar tools.

Outcome

A crawler collects safe capability descriptions into a unified index, search works by function, and prior-art checks become a mandatory input for new development.

Automation diagram

The overall logic is public
Input
TriggerAn agent session started or a request for a new tool appeared
System
Step 1Scans authorized description sources without secret content
System
Step 2Normalizes name, type, purpose, owner, and freshness
System
Step 3Builds search by capability, not just by name
System
Step 4Shows nearest matches before design
System
Step 5Records the decision to extend, link, or create a new capability
Human
Human controlA person defines authorized sources and makes decisions in case of significant overlap; the registry does not open private files or automatically delete similar tools.
Outcome
Observable outcomeA crawler collects safe capability descriptions into a unified index, search works by function, and prior-art checks become a mandatory input for new development.

Using it

When to use it

The ecosystem already has dozens of projects, scripts, or agents, and the team regularly learns about existing solutions too late.

How to verify

Control functional queries find known tools, secret fields are absent from the index, and creating a new project records a prior-art decision.

Tools

pythonjsonsearch indexagent hook

Recipe details

Time1–2 eveningsDifficulty3 of 5Steps6Prerequisites3
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