context-driven-development

Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds new projects from scratch, extracts context from existing codebases, validates artifact consistency before implementation, and synchronizes documents as the project evolves. Use when setting up a project, creating or updating product docs, managing a tech stack file, defining development workflows, tracking work units, onboarding to an existing codebase, or running project scaffolding.

1.14x

Quality

56%

Does it follow best practices?

Impact

97%

1.14x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./plugins/conductor/skills/context-driven-development/SKILL.md

Evaluation results

100%

New SaaS Product Launch: Project Context Setup

Greenfield project scaffold structure

Criteria

Without context

With context

conductor/ directory

100%

index.md present

100%

product.md present

100%

product-guidelines.md present

100%

tech-stack.md present

100%

workflow.md present

100%

tracks.md present

100%

product.md sections

100%

product.md feature status

33%

100%

tech-stack.md versions

100%

tech-stack.md tables

100%

workflow.md quality gates

100%

workflow.md git conventions

100%

tracks.md structure

66%

100%

code_styleguides/ directory

100%

No context sprawl

100%

product-guidelines.md voice

100%

99%

Onboarding a Legacy Python Service into Conductor

Brownfield onboarding and dependency management

Criteria

Without context

With context

conductor/ structure

37%

100%

Existing deps in tech-stack

100%

90%

Version constraints recorded

100%

Dev tools documented

100%

Infrastructure in tech-stack

100%

Existing dep checked first

100%

Decision rationale documented

100%

Version constraint for httpx

100%

Config notes present

100%

tech-stack reflects decision

100%

No context sprawl

100%

workflow.md quality gates

50%

100%

Patterns preserved

100%

94%

24%

Feature Completion and Context Sync for a Conductor Project

Track lifecycle and artifact synchronization

Criteria

Without context

With context

Context validation documented

100%

Outdated info flagged

100%

Feature status updated

100%

Metrics updated

100%

tracks.md TRACK-004 completed

100%

New track in tracks.md

100%

Track directory created

100%

Track spec.md present

100%

Track plan.md present

100%

Track metadata.json present

100%

tech-stack WebSocket dependency

100%

Tech-stack change has rationale

100%

Interrupted task notation

100%

No context sprawl

100%

Repository: wshobson/agents
Commit: 70444e5

Evaluated: about 1 month ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

New SaaS Product Launch: Project Context Setup Onboarding a Legacy Python Service into Conductor Feature Completion and Context Sync for a Conductor Project

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