skills.rest
Foxfire1st
Foxfire1stCOMMUNITY
Explore all skills by this author →
GitHub

c-04-retrieval-strategy-router

Route retrieval context to the correct memory substrate for ambiguous source decisions.

27|4|Updated Mar 21, 2026
Search Tags:#onboarding#retrieval#memory#code-search#substrates#cgcontext
One-click install
npx skills add https://github.com/Foxfire1st/agents-remember --skill c-04-retrieval-strategy-router
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: c-04-retrieval-strategy-router
Source: https://github.com/Foxfire1st/agents-remember/tree/main/.github-vscode/skills/c-04-retrieval-strategy-router
Command: npx skills add https://github.com/Foxfire1st/agents-remember --skill c-04-retrieval-strategy-router

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Route retrieval context to the correct memory substrate to resolve ambiguous source decisions.

Core Features & Use Cases

  • Semantics: use fuzzy concepts when structure or routing is unknown, guiding discovery via onboardings.
  • Relationship: map anchors to their surrounding code graph and dependencies when relationships are not obvious.
  • Intent: validate contracts and invariants by combining onboarding with bounded source confirmation.

Quick Start

Ask me to route a vague inquiry to the right substrate and chain substrates as needed to confirm a source.

Frequently Asked Questions about c-04-retrieval-strategy-router

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I route memory retrieval to find the right context in a codebase?▼

Memory retrieval routing directs vague inquiries to the correct memory substrate, resolving ambiguous source decisions by matching semantics, relationship anchors, or intent to the proper context layer.

What is the best way to map code graph relationships when anchors are known but connections are not?▼

Code graph relationship mapping targets the correct memory substrate to discover surrounding dependencies. It connects known anchors to their code graph structure when underlying relationships are not immediately obvious.

How do I validate hidden code contracts and invariants during onboarding?▼

Validating hidden contracts requires combining onboarding substrates with bounded source confirmation. This intent-based routing chains memory substrates to safely verify invariants against actual source definitions.

Can I use fuzzy semantic concepts to guide code discovery when structure is unknown?▼

Fuzzy semantics can guide code discovery by routing to the semantics substrate. This approach applies when you know the concepts but lack the structural routing knowledge, using onboardings to direct discovery.

Do I need a YAML frontmatter file to use retrieval routing workflows?▼

A YAML frontmatter containing a name and description at the root entry is required. Optional scripts, references, and assets resources can be included to support safe, provider-based routing workflows.

Related Skills

Explore More Software Engineering Skills→
ryanpastorizadev-bitryanpastorizadev-bit

nuxt

Locate and document Skill units with SKILL.md YAML frontmatter.

Community
Intermediate
mikivujkovicmikivujkovic

ddd-playbook

Orchestrate DDD discovery for the ToDo domain with bounded contexts and invariants.

Community
Basic
letxbrace-droidletxbrace-droid

Explore Codebase

Map module, function, and execution-flow relationships in codebases.

Community
Intermediate
scooter-lacroixscooter-lacroix
8

search-router

Route search queries to TLDR Search, AST-grep, or Grep based on query type.

Community
Intermediate