01
index / evidence
Index repo paradigms
Schemyx finds the repeated patterns and paradigms your repo proves, with source evidence and explicit scope.
Private beta / agent control layerSX—001
Prepare before generation
One control layer built for every coding agent.
Schemyx indexes the patterns, rules, and conventions your repo already proves. When an agent prepares a task, Schemyx matches it to bounded, compatible context with review warnings and guarded source fallback. Next, we are normalizing agent-specific skill formats, routing the right skills by task, and enforcing guardrails during generation.
01
Index
Repo patterns + paradigms02
Route
Task-matched bounded context03
Next
Skills + enforceable guardrailsAGENT TASK
Build an onboarding page using the product's existing patterns.
Indexed from repo
route
app/onboardingcomponent
OnboardingShellservice
WorkspaceServicemodel
ProjectConfigSXresolve
context.packREADY
task / onboarding
- source-backed
- context matched
- ambiguity visible
How control flows
Stop briefing each agent before every task.
Schemyx turns repo evidence into an active control path: index the paradigms, match bounded context to the task, filter for supported capabilities, and escalate to source without hiding ambiguity.
02
task / matched
Match the task
When an agent prepares a coding task, Schemyx resolves it to bounded recipes, relevant relationships, and project rules.
03
capability / filtered
Filter for compatibility
Supported capabilities stay distinct, so the agent receives compatible evidence without invented coverage.
04
source / guarded
Escalate to source
Ambiguity stays visible, and exact source is available as a guarded fallback when the bounded context is not enough.
The repo-proven system
Your repo becomes an agent control layer.
Schemyx indexes proven patterns and paradigms and connects them to project rules and source evidence. During task preparation, it matches bounded context while keeping review warnings visible when the system cannot choose safely.
TASK
“Build an onboarding page using existing conventions.”
key
route.onboardingpath
app/onboarding/page.tsxuses
component.OnboardingShellservice
WorkspaceServiceevidence
source-backedstatus
needs_review01 / interface
UI patterns and paradigms
Proven page shells, component structures, responsive variants, interaction states, and supporting styles.
02 / behavior
Backend paradigms
Proven controllers, services, request paths, validation, auth, and the relationships between them.
03 / data
Data patterns
Schemas, relations, ownership boundaries, migrations, and the code paths that read or change data.
04 / conventions
Rules and review
Project rules, test contracts, naming patterns, review warnings, source evidence, and explicit exceptions.
What changes for the agent
One control layer at the point of action.
Schemyx already indexes repo-proven patterns and paradigms. When a connected agent prepares a task, Schemyx matches it to bounded, compatible context. Cross-agent skill normalization and enforceable generation guardrails are the beta direction for this control layer.
WITHOUT A CONTEXT LAYERbrowse / infer / repeat
Broad source search before every change
Skills rewritten for each agent format
Missing rules quietly become guesses
WITH SCHEMYXindex / match / verify
Repo paradigms indexed before implementation
Bounded context matched during task preparation
Ambiguity and guarded fallback stay visible
Control surface / MCP
The all-in-one control layer for AI coding agents.
Schemyx MCP matches prepared tasks to bounded repo context, filters for compatible capabilities, and exposes review ambiguity plus guarded source fallback. Normalized skills and enforceable generation guardrails are being brought into the same system.
Private beta / design partners
One control layer, built for every coding agent.
Index the paradigms your repo proves and match prepared tasks to bounded context today. Help shape cross-agent skill normalization and enforceable generation guardrails next.