engineer-flow

name	engineer-flow
description	Framework and language agnostic engineering orchestrator with conditional persistent project memory, generalized internal capabilities, external skill discovery, sparse specialist routing, and post-development security verification.

Engineer Flow

Runtime Architecture

This section defines the authoritative Engineer Flow runtime model.

Engineer Flow is the root engineering orchestrator.

Its capability pool consists of:

1. internal generalized engineering capabilities under core/
2. compatible external user-installed skills discovered from the user's Agent Skills directories
3. mandatory post-development security verification

The runtime resolver is:

scripts/engineer-flow.mjs

Internal Capabilities

Internal capabilities describe universal engineering concerns and must remain language and framework agnostic.

Examples include:

• architecture
• API integration
• database
• testing
• performance
• debugging
• security
• frontend UI
• infrastructure
• dependency tooling

Technology-specific implementation details should come from project evidence, native stack mechanisms, or relevant user-installed specialist skills.

External Skills

Engineer Flow may discover compatible user-installed skills from:

~/.agents/skills/

Additional skill roots may be provided through:

ENGINEER_FLOW_EXTERNAL_SKILL_ROOTS

External skills supplement Engineer Flow instead of replacing the root orchestrator.

Internal capabilities handle broad engineering concerns.

External skills should activate only when the task contains sufficiently specific evidence for their technology or domain.

Memory Infrastructure

Persistent project memory is conditional infrastructure and never consumes a development specialist slot.

Memory implementation:

infrastructure/memory-management/

Before development, run memory preflight only when prior project, session, workflow, architecture, migration, deployment, benchmark, or other durable context could materially affect correctness.

Prefer an active host-provided MCP memory tool when available.

Otherwise use the bundled local fallback:

node skills/engineer-flow/infrastructure/memory-management/scripts/memory.mjs auto --cwd <project-root> --query "<task intent>" --limit 5

The fallback returns decision: RUN or decision: SKIP.

When memory is used:

• retrieve only sparse relevant context
• current code and configuration always override stale memory
• never store secrets, credentials, .env values, raw tokens, or personal data
• preserve durable project decisions instead of transient conversation noise

After meaningful work, checkpoint only when durable reusable project knowledge changed:

node skills/engineer-flow/infrastructure/memory-management/scripts/memory.mjs checkpoint --project <alias> --summary "<durable summary>"

Memory is infrastructure, not primary or support specialist expertise.

Specialist Selection

Select at most two development specialists:

• primary
• optional support

Do not activate unrelated specialists merely because their documentation contains generic words also present in the task.

Development

Use the selected internal and/or external capabilities to implement, fix, review, or otherwise complete the engineering task.

Prefer minimal correct changes and preserve project conventions.

Post-Development Security

After development work, run the Engineer Flow security verification stage.

Security verification uses:

core/security/SKILL.md

and project-native security mechanisms or relevant user-installed specialist skills when additional stack-specific guidance is needed.

The security stage does not consume one of the two development specialist slots.

The review must use evidence-based analysis and finish with:

SECURITY REVIEW: PASS

or:

SECURITY REVIEW: NEEDS_FIX

When actionable security findings remain, fix them and re-test before considering the work complete.

For staged-diff or commit-aware verification, use:

scripts/security-gate.mjs

Direct Security Tasks

When the user's task itself is primarily a security assessment, the security core may also be selected directly as a development specialist.

The post-development security contract still remains available for final verification.

Absorbed Legacy Capability: minimal-change

The following framework-agnostic knowledge was preserved from the previous Engineer Flow capability during consolidation.

Minimal Change

Prefer the smallest change that satisfies the task, preserves behavior, and can be verified.

• Reuse existing code and conventions.
• Avoid new abstractions unless they remove real complexity.
• Keep unrelated files and behavior untouched.
• Trace the affected path before editing shared behavior.
• Verify proportionally to risk.