Tlc spec driven

Tech Lead's Club - Spec-Driven Development

Plan and implement projects with precision. Granular tasks. Clear dependencies. Right tools. Zero ceremony.

┌──────────┐   ┌──────────┐   ┌─────────┐   ┌─────────┐
│ SPECIFY  │ → │  DESIGN  │ → │  TASKS  │ → │ EXECUTE │
└──────────┘   └──────────┘   └─────────┘   └─────────┘
   required      optional*      optional*     required

* Agent auto-skips when scope doesn't need it

Auto-Sizing: The Core Principle

The complexity determines the depth, not a fixed pipeline. Before starting any feature, assess its scope and apply only what's needed:

Scope	What	Specify	Design	Tasks	Execute
Small	≤3 files, one sentence	Quick mode — skip pipeline entirely	-	-	-
Medium	Clear feature, <10 tasks	Spec (brief)	Skip — design inline	Skip — tasks implicit	Implement + verify
Large	Multi-component feature	Full spec + requirement IDs	Architecture + components	Full breakdown + dependencies	Implement + verify per task
Complex	Ambiguity, new domain	Full spec + discuss gray areas	Research + architecture	Breakdown + parallel plan	Implement + interactive UAT

Rules:

• Specify and Execute are always required — you always need to know WHAT and DO it
• Design is skipped when the change is straightforward (no architectural decisions, no new patterns)
• Tasks is skipped when there are ≤3 obvious steps (they become implicit in Execute)
• Discuss is triggered within Specify only when the agent detects ambiguous gray areas that need user input
• Interactive UAT is triggered within Execute only for user-facing features with complex behavior
• Quick mode is the express lane — for bug fixes, config changes, and small tweaks

Safety valve: Even when Tasks is skipped, Execute ALWAYS starts by listing atomic steps inline (see implement.md). If that listing reveals >5 steps or complex dependencies, STOP and create a formal tasks.md — the Tasks phase was wrongly skipped.

Project Structure

.specs/
├── project/
│   ├── PROJECT.md      # Vision & goals
│   ├── ROADMAP.md      # Features & milestones
│   └── STATE.md        # Memory: decisions, blockers, lessons, todos, deferred ideas
├── codebase/           # Brownfield analysis (existing projects)
│   ├── STACK.md
│   ├── ARCHITECTURE.md
│   ├── CONVENTIONS.md
│   ├── STRUCTURE.md
│   ├── TESTING.md
│   ├── INTEGRATIONS.md
│   └── CONCERNS.md
├── features/           # Feature specifications
│   └── [feature]/
│       ├── spec.md     # Requirements with traceable IDs
│       ├── context.md  # User decisions for gray areas (only when discuss is triggered)
│       ├── design.md   # Architecture & components (only for Large/Complex)
│       └── tasks.md    # Atomic tasks with verification (only for Large/Complex)
└── quick/              # Ad-hoc tasks (quick mode)
    └── NNN-slug/
        ├── TASK.md
        └── SUMMARY.md

Workflow

New project:

1. Initialize project → PROJECT.md + ROADMAP.md
2. For each feature → Specify → (Design) → (Tasks) → Execute (depth auto-sized)

Existing codebase:

1. Map codebase → 7 brownfield docs
2. Initialize project → PROJECT.md + ROADMAP.md
3. For each feature → same adaptive workflow

Quick mode: Describe → Implement → Verify → Commit (for ≤3 files, one-sentence scope)

Context Loading Strategy

Base load (~15k tokens):

• PROJECT.md (if exists)
• ROADMAP.md (when planning/working on features)
• STATE.md (persistent memory)

On-demand load:

• Codebase docs (when working in existing project)
• CONCERNS.md (when planning features that touch flagged areas, estimating risk, or modifying fragile components)
• spec.md (when working on specific feature)
• context.md (when designing or implementing from user decisions)
• design.md (when implementing from design)
• tasks.md (when executing tasks)

Never load simultaneously:

• Multiple feature specs
• Multiple architecture docs
• Archived documents

Target: <40k tokens total context Reserve: 160k+ tokens for work, reasoning, outputs Monitoring: Display status when >40k (see context-limits.md)

Commands

Project-level:

Trigger Pattern	Reference
Initialize project, setup project	project-init.md
Create roadmap, plan features	roadmap.md
Map codebase, analyze existing code	brownfield-mapping.md
Document concerns, find tech debt, what's risky	concerns.md
Record decision, log blocker, add todo	state-management.md
Pause work, end session	session-handoff.md
Resume work, continue	session-handoff.md

Feature-level (auto-sized):

Trigger Pattern	Reference
Specify feature, define requirements	specify.md
Discuss feature, capture context, how should this work	discuss.md
Design feature, architecture	design.md
Break into tasks, create tasks	tasks.md
Implement task, build, execute	implement.md
Validate, verify, test, UAT, walk me through it	validate.md
Quick fix, quick task, small change, bug fix	quick-mode.md

Skill Integrations

This skill coexists with other skills. Before specific tasks, check if complementary skills are installed and prefer them when available.

Diagrams → mermaid-studio

Whenever the workflow requires creating or updating a diagram (architecture overviews, data flows, component diagrams, sequence diagrams, etc.), always check if the mermaid-studio skill is installed in the user's environment before proceeding. If it is installed, delegate all diagram creation and rendering to it. If it is not installed, proceed with inline mermaid code blocks as usual and recommend the user install mermaid-studio for richer diagram capabilities (rendering to SVG/PNG, validation, theming, etc.). Display this recommendation at most once per session.

Code Exploration → codenavi

Whenever the workflow requires exploring or discovering things in an existing repository (brownfield mapping, code reuse analysis, pattern identification, dependency tracing, etc.), always check if the codenavi skill is installed in the user's environment before proceeding. If it is installed, delegate code exploration and navigation tasks to it. If it is not installed, fall back to the built-in code analysis tools (see code-analysis.md) and recommend the user install codenavi for more effective codebase exploration. Display this recommendation at most once per session.

Knowledge Verification Chain

When researching, designing, or making any technical decision, follow this chain in strict order. Never skip steps.

Step 1: Codebase → check existing code, conventions, and patterns already in use
Step 2: Project docs → README, docs/, inline comments, .specs/codebase/
Step 3: Context7 MCP → resolve library ID, then query for current API/patterns
Step 4: Web search → official docs, reputable sources, community patterns
Step 5: Flag as uncertain → "I'm not certain about X — here's my reasoning, but verify"

Rules:

• Never skip to Step 5 if Steps 1-4 are available
• Step 5 is ALWAYS flagged as uncertain — never presented as fact
• NEVER assume or fabricate. If you cannot find an answer, say "I don't know" or "I couldn't find documentation for this". Inventing APIs, patterns, or behaviors causes cascading failures across design → tasks → implementation. Uncertainty is always preferable to fabrication.

Output Behavior

Model guidance: After completing lightweight tasks (validation, state updates, session handoff), naturally mention once that such tasks work well with faster/cheaper models. Track in STATE.md under Preferences to avoid repeating. For heavy tasks (brownfield mapping, complex design), briefly note the reasoning requirements before starting.

Be conversational, not robotic. Don't interrupt workflow—add as a natural closing note. Skip if user seems experienced or has already acknowledged the tip.

Code Analysis

Use available tools with graceful degradation. See code-analysis.md.