Streaming Output MCP Skill

Agent instructions for using the streaming-output MCP to produce persistent, recoverable output.

Overview

This skill enables you to stream structured content to persistent SQLite storage with automatic session break recovery. Use it when producing reports, analysis results, task lists, or any structured output that needs to survive session interruptions.

Core Principle: The content IS the state. Every stream_write is automatically persistent.

Version 2.0 Features:

7 pre-built document templates (security-audit, code-review, sprint-retrospective, etc.)
6 export formats (Markdown, HTML, JSON, YAML, CSV, Plain Text)
Document finalization with completion verification
File export with path expansion

First Action Protocol

CRITICAL: Always follow this protocol at the start of any streaming task.

IF you have a document_id (from previous session or user):
    1. Call stream_status(document_id) FIRST
    2. Check for resume_from field
    3. If preserved_context exists, READ IT and CONTINUE from that point
    4. Do NOT restart blocks from scratch

IF you don't have a document_id:
    1. Call stream_start() to create new document
    2. Optionally use a template for structure
    3. Begin writing blocks in sequence

Why This Matters

Session breaks happen. When they do:

The MCP knows which blocks are incomplete
Partial content may be preserved in preserved_context
You should CONTINUE from the interruption point, not restart

Document Templates

Use templates for common document types with pre-defined structure:

Template	Use Case	Pre-declared Blocks
`security-audit`	Security assessments	executive_summary, scope, findings, recommendations
`code-review`	PR/code reviews	summary, critical_issues, suggestions, approval_status
`sprint-retrospective`	Sprint retros	what_went_well, improvements, action_items
`technical-spec`	Technical specs	overview, requirements, architecture, implementation_plan
`adr`	Architecture decisions	context, decision, consequences, alternatives
`research-report`	Research docs	abstract, methodology, findings, conclusions
`task-list`	Task tracking	No pre-declared blocks (dynamic)

To use a template:

json

{
  "title": "Q4 Security Audit",
  "template": "security-audit"
}

List available templates:

json

stream_templates({})

Tool Reference

stream_start

Initialize a new document.

json

// Minimal
{"title": "Code Review Report"}

// With template
{
  "title": "Security Assessment",
  "template": "security-audit"
}

// Custom structure
{
  "title": "Custom Report",
  "schema_type": "report",
  "blocks": [
    {"key": "summary", "type": "section"},
    {"key": "findings", "type": "finding"}
  ]
}

stream_write

Write content to a block. Each write is atomic and SHA-256 verified.

json

{
  "document_id": "doc_...",
  "block_key": "summary",
  "content": {
    "title": "Executive Summary",
    "body": "This audit identified 3 critical vulnerabilities..."
  },
  "block_type": "section"
}

Block Types:

Type	When to Use	Required Fields
`section`	Narrative content	title, body
`task`	Actionable items	id, title, status
`finding`	Analysis results	id, severity, description
`decision`	ADR-style decisions	id, title, decision, rationale
`raw`	Arbitrary JSON	content

Content Schemas:

json

// section
{"title": "...", "body": "..."}

// task
{"id": "T-001", "title": "...", "status": "pending|in_progress|complete", "assignee": "...", "notes": "..."}

// finding
{"id": "F-001", "severity": "critical|high|medium|low|info", "description": "...", "evidence": "...", "recommendation": "..."}

// decision
{"id": "ADR-001", "title": "...", "context": "...", "decision": "...", "rationale": "...", "alternatives": [...]}

stream_status

Check document state. Always call after session breaks.

json

// List recent documents
{}

// Check specific document with verification
{"document_id": "doc_...", "verify": true}

Response Fields:

json

{
  "resume_from": "findings",           // ← Start here
  "preserved_context": {
    "block_key": "findings",
    "partial_content": "Found 3 SQL injection..."
  },
  "summary": {
    "total": 5,
    "complete": 2,
    "pending": 3
  }
}

stream_read

Read document content in various formats.

json

// As JSON
{"document_id": "doc_...", "format": "json"}

// As Markdown
{"document_id": "doc_...", "format": "markdown"}

// Specific blocks
{"document_id": "doc_...", "format": "markdown", "blocks": ["summary", "recommendations"]}

stream_export (NEW)

Export document to a file.

json

{
  "document_id": "doc_...",
  "format": "html",
  "output_path": "~/Documents/report.html"
}

Supported Formats:

markdown - Clean Markdown with headers
html - Styled HTML with embedded CSS
json - Full structured data
text - Plain text without formatting
yaml - YAML representation
csv - Tabular format (best for tasks/findings)

stream_finalize (NEW)

Mark document as complete after all blocks are written.

json

{"document_id": "doc_..."}

Returns verification of completion status.

stream_delete (NEW)

Delete a document and all its blocks.

json

{"document_id": "doc_..."}

stream_templates (NEW)

List available document templates.

json

{}  // Returns all 7 templates with their structure

Recovery Workflow

Scenario 1: Session Break with Preserved Context

1. Call stream_status(document_id)
2. Response: resume_from: "analysis", preserved_context: "The security analysis..."
3. Action: Read preserved_context, CONTINUE from that point
4. Call stream_write("analysis", {complete_content}, repair=true)

Scenario 2: Session Break without Preserved Context

1. Call stream_status(document_id)
2. Response: resume_from: "analysis", no preserved_context
3. Action: Check complete blocks, re-analyze source, write fresh

Scenario 3: User Wants Previous Work

User: "Continue the security report from yesterday"
1. stream_status() - list recent documents
2. Identify by title/date
3. stream_status(document_id) - get details
4. Follow resume_from to continue

Anti-Patterns

DO NOT:

Skip status check after session break
Restart blocks from scratch when preserved_context exists
Write multiple blocks without status checks
Use wrong content structure for block type
Forget repair=true when continuing interrupted blocks

Workflow Examples

Example 1: Using a Template

1. stream_start(title="Q4 Security Audit", template="security-audit")
   → Creates doc with: executive_summary, scope, findings, recommendations

2. stream_write(doc_xxx, "executive_summary", {title: "...", body: "..."})
3. stream_write(doc_xxx, "scope", {title: "...", body: "..."})
4. stream_write(doc_xxx, "findings", {severity: "critical", ...})
5. stream_write(doc_xxx, "recommendations", {title: "...", body: "..."})

6. stream_finalize(doc_xxx)
   → Document finalized

7. stream_export(doc_xxx, format="html", output_path="~/reports/q4-audit.html")
   → Exported to file

Example 2: Resume After Interruption

User: "Continue the security report"

1. stream_status()
   → Lists recent docs, find "Security Audit"

2. stream_status("doc_xxx")
   → resume_from: "findings", preserved_context: {partial: "Scanned 45/120..."}

3. Read preserved_context, note endpoint 45

4. Continue from endpoint 46

5. stream_write(doc_xxx, "findings", {complete}, repair=true)

Example 3: Multi-Format Export

1. Complete document with stream_write calls

2. stream_read(doc_xxx, format="markdown")
   → Preview in chat

3. stream_export(doc_xxx, format="html", output_path="~/report.html")
   → HTML file for sharing

4. stream_export(doc_xxx, format="json", output_path="~/backup.json")
   → JSON backup for archival

Slash Commands

Command	Purpose
`/stream-init`	Initialize a new document
`/stream-status`	Check document status and resume point
`/stream-read`	Read document content
`/stream-write`	Write content to a block
`/stream-export`	Export document to file

Database Location

Documents are stored in: ~/.claude/streaming-output/streams.db

This SQLite database persists across sessions.

Export Format Examples

Markdown Output

markdown

# Document Title
*Status: finalized | Created: 2026-01-14*

## Executive Summary
Content here...

## Findings
- **[CRITICAL]** Finding 1
- **[HIGH]** Finding 2

HTML Output

Styled HTML with:

Embedded CSS (no external dependencies)
Severity badges for findings
Status indicators
Print-friendly formatting

CSV Output

csv

block_key,type,title,severity,status
finding_1,finding,SQL Injection,critical,
task_1,task,Fix auth,in_progress,

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SKILL.md

Streaming Output MCP Skill

Overview

First Action Protocol

Why This Matters

Document Templates

Tool Reference

stream_start

stream_write

stream_status

stream_read

stream_export (NEW)

stream_finalize (NEW)

stream_delete (NEW)

stream_templates (NEW)

Recovery Workflow

Scenario 1: Session Break with Preserved Context

Scenario 2: Session Break without Preserved Context

Scenario 3: User Wants Previous Work

Anti-Patterns

Workflow Examples

Example 1: Using a Template

Example 2: Resume After Interruption

Example 3: Multi-Format Export

Slash Commands

Database Location

Export Format Examples

Markdown Output

HTML Output

CSV Output