LightState Registry / Verified X Builder Use Cases / Chief of Staff / voice-note-to-linear-sprint-spec
⚡ Pulse Score 89/100
Founder Voice Memo to Structured Linear Epic & Technical Spec
Transcribes rough walk-and-talk voice memos, maps references against the live codebase, and files structured Linear issues with file-path pointers.
⚡ 1-Click Agent & Developer Install
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Copy-Paste System Prompt / Routine Blueprint:
Implement the 'Founder Voice Memo to Structured Linear Epic & Technical Spec' workflow curated with @mckaywrigley.
1. OBJECTIVE:
Transcribes rough walk-and-talk voice memos, maps references against the live codebase, and files structured Linear issues with file-path pointers.
2. CONNECTED TOOL STACK:
TranscriptAPI MCP, Linear Official MCP, GitHub MCP
3. STEP-BY-STEP EXECUTION LOOP:
- Step A (Ingest & Ground): Query live inputs from TranscriptAPI MCP and cross-reference state in Linear Official MCP.
- Step B (Analyze & Validate): Apply strict filtering rules, verify schema/policy constraints, and flag any anomalies or missing fields.
- Step C (Stage & Report): Prepare the structured output, draft replies/tickets in GitHub MCP, and request human confirmation before executing any external send or production write.
Synthesized Engineering Blueprint & Setup Guide
### 1. The Workflow Bottleneck & Problem Statement
Founders have their best product insights away from their desk, but voice notes rarely get translated into actionable engineering tickets.
### 2. Synthesized Agent Architecture & Connected Stack
**Founder Voice Memo to Structured Linear Epic & Technical Spec** (`voice-note-to-linear-sprint-spec`) is a verified production blueprint curated from **@mckaywrigley**'s real-world implementation.
- **Primary Capability:** Transcribes rough walk-and-talk voice memos, maps references against the live codebase, and files structured Linear issues with file-path pointers.
- **Connected Tool Stack:** TranscriptAPI MCP, Linear Official MCP, GitHub MCP
- **Execution Governance:** `Read-Only Discovery` → `Deterministic Policy Check` → `Ask-First Human Approval`
- **Certified Builder Source:** [@mckaywrigley](https://linear.app/docs/mcp)
### 3. Step-by-Step Implementation Blueprint
1. **Trigger & Data Ingestion:** Configure your agent routine to watch **TranscriptAPI MCP** on a scheduled cadence or event webhook. Treat all external text as untrusted data inside XML fences.
2. **Cross-System Enrichment & Verification:** Query **Linear Official MCP** to validate live capacity, account status, or code state before generating recommendations.
3. **Human-in-the-Loop Action Staging:** Post a structured summary card to **GitHub MCP** with 1-click approve/edit controls so your team retains full oversight.
### 4. Copy-Paste System Prompt & Routine Configuration
```text
Implement the 'Founder Voice Memo to Structured Linear Epic & Technical Spec' workflow curated with @mckaywrigley.
1. OBJECTIVE:
Transcribes rough walk-and-talk voice memos, maps references against the live codebase, and files structured Linear issues with file-path pointers.
2. CONNECTED TOOL STACK:
TranscriptAPI MCP, Linear Official MCP, GitHub MCP
3. STEP-BY-STEP EXECUTION LOOP:
- Step A (Ingest & Ground): Query live inputs from TranscriptAPI MCP and cross-reference state in Linear Official MCP.
- Step B (Analyze & Validate): Apply strict filtering rules, verify schema/policy constraints, and flag any anomalies or missing fields.
- Step C (Stage & Report): Prepare the structured output, draft replies/tickets in GitHub MCP, and request human confirmation before executing any external send or production write.
```
### 5. Measured ROI & Production Impact
- **Verified Outcome:** Converts a 3-minute voice memo into dependency-linked Linear engineering tickets with exact file paths.
- **Builder Portfolio:** [Explore all capabilities by @mckaywrigley →](/u/mckaywrigley)
Tags: #voice-note-to-linear-sprint-spec#use-case#chief-of-staff#mckaywrigley#transcriptapi-mcp#linear-official-mcp
✓ CERTIFIED X BUILDER PORTFOLIO
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