Metadata
{
"name": "bolta.skills.index",
"version": "2.0.0",
"publisher": "bolta.ai",
"verified": true,
"sourceRepository": "https://github.com/boltaai/bolta-skills",
"requiredEnvironmentVariables": [
{
"name": "BOLTA_API_KEY",
"required": true,
"sensitive": true,
"description": "Bolta API key (obtain at bolta.ai/register)",
"format": "sk_live_[64 characters]",
"scope": "workspace"
},
{
"name": "BOLTA_WORKSPACE_ID",
"required": true,
"sensitive": false,
"description": "Workspace UUID for API operations",
"format": "UUID"
},
{
"name": "BOLTA_AGENT_ID",
"required": false,
"sensitive": false,
"description": "Agent principal UUID (for audit logging)",
"format": "UUID"
}
],
"trustedDomains": [
"platty.boltathread.com",
"bolta.ai",
"mcp.bolta.ai"
],
"permissions": [
"network:https:platty.boltathread.com",
"network:https:bolta.ai",
"network:https:mcp.bolta.ai"
],
"relatedRepositories": [
{
"name": "bolta-skills",
"description": "Official Bolta Skills Pack",
"url": "https://github.com/boltaai/bolta-skills"
},
{
"name": "boltaclaw-self-hosted",
"description": "Self-hosted Bolta agent runtime (BoltaClaw)",
"url": "https://github.com/boltaai/boltaclaw-self-hosted"
}
],
"mcpEndpoint": "https://mcp.bolta.ai/mcp",
"apiDocumentation": "https://bolta.ai/docs/api"
}
Security Notice
This skill requires sensitive API credentials. Read this section carefully before installing.
Required Credentials
BOLTA_API_KEY (REQUIRED, SENSITIVE)
- Format:
bolta_sk_followed by alphanumeric characters - Obtain at: https://bolta.ai/register (agent keys) or bolta.ai/settings (regular keys)
- Scoping: Each key is scoped to a SINGLE workspace only
- Key Types: Bolta issues two distinct key types (see API Key Types below)
- Rotation: Rotate every 90 days using
bolta.team.rotate_keyskill - Storage: NEVER commit to git - use environment variables or secret managers only
BOLTA_WORKSPACE_ID (REQUIRED)
- Format: UUID (e.g.,
550e8400-e29b-41d4-a716-446655440000) - Source: Provided during agent registration at bolta.ai/register
- Purpose: Identifies which workspace the API key is authorized for
BOLTA_AGENT_ID (OPTIONAL — required for Agent API keys)
- Format: UUID
- Purpose: Links API activity to specific agent principal for audit logs
- Benefit: Enables traceability and compliance reporting
- Note: Automatically set when using an Agent API key; must be provided manually with Regular API keys if audit attribution is desired
API Key Types
Bolta has two distinct API key types with different permission models. Skills must handle both correctly.
Regular API Keys (key_type: "regular")
Created in Settings → API Keys by workspace members. Use granular permission scopes — each key is issued with an explicit list of allowed scopes.
Available scopes:
| Scope | Description |
|---|---|
posts:read | View posts and schedules |
posts:write | Create and update posts |
posts:delete | Delete posts and scheduled content |
accounts:read | View connected social accounts |
accounts:connect | Initiate OAuth connections |
recurring:manage | Manage recurring post suggestions |
voice:read | View brand voice profiles |
voice:write | Modify brand voice profiles |
ai:generate | Use AI content generation |
content:bulk | Perform bulk content operations |
Permission groups (shortcuts):
- READ_ONLY —
posts:read,accounts:read,voice:read - CONTENT_CREATOR — READ_ONLY +
posts:write,ai:generate - FULL_ACCESS — All scopes
When to use: Integrations, CI/CD pipelines, custom scripts, third-party tools that need specific scopes.
Agent API Keys (key_type: "agent")
Created in Settings → AI Agents → Add Agent by workspace admins. Use role-based permissions — the key inherits all scopes from the assigned agent role, plus agent-specific scopes not available to regular keys.
Agent roles and their scopes:
| Role | Scopes | Best for |
|---|---|---|
viewer | posts:read, accounts:read, voice:read, workspace:read | Monitoring, reporting agents |
creator | viewer + posts:write, voice:write, ai:generate, review:submit, recurring:manage | Content drafting agents (recommended default) |
editor | creator + posts:delete, review:approve, content:bulk, audit:export, team:manage_keys | Content managers, approval workflows |
admin | editor + accounts:connect, team:manage | Orchestrator agents, workspace automation |
Agent-only scopes (not available on regular keys):
| Scope | Description |
|---|---|
workspace:read | View workspace policy and capabilities |
review:submit | Submit content for approval |
review:approve | Approve and route reviewed content |
audit:export | Export workspace audit and activity logs |
team:manage | Create and manage agent teammates |
team:manage_keys | Rotate and manage API keys |
Additional agent key behaviors:
- Safe Mode is always enforced for
creatorrole agents - Review required — creator agents cannot publish directly; content goes through approval
- Agent keys carry an
agent_idthat is automatically used for audit attribution - Agent keys link to an
AgentPrincipalrecord for identity tracking
Skill Plane Access by Role
Agent roles determine which skill planes are accessible. Skills should check the caller's role before executing plane-restricted operations.
| Skill Plane | Min Role | Skills |
|---|---|---|
| Review | viewer | Inbox triage, approve/reject, review digest |
| Control | viewer | Audit export, key rotation, quota status, workspace config |
| Init (Voice) | creator | Voice bootstrap, learn from samples |
| Content | creator | Draft post, week plan, list recent posts |
| Automation | creator | Cron generate & schedule, generate to review |
A viewer can access Review and Control planes. A creator can access all planes. editor and admin can access all planes with additional capabilities within each.
How Skills Should Handle Key Types
- Check
key_typeon the API response — the server returnskey_type: "regular" | "agent"on authenticated responses - Regular keys: Validate required scopes exist in the key's
permissionsarray before executing - Agent keys: The role determines capabilities — check the role rather than individual scopes
- Agent-only operations (review workflows, audit export, team management) — reject if
key_typeis"regular"since these scopes are not available - Audit attribution: If
key_typeis"agent", theagent_idis automatically attached; for regular keys, passBOLTA_AGENT_IDenv var if attribution is needed
Trusted Network Endpoints
This skill makes HTTPS requests to:
https://platty.boltathread.com- Bolta API serverhttps://bolta.ai- Main application and agent registration portalhttps://mcp.bolta.ai- MCP protocol endpoint (for Claude Desktop / Claude Code)
No other domains are contacted. All requests are authenticated with your API key.
Related Projects & Resources
- Bolta Skills Pack — Official skills repository
- BoltaClaw — Self-hosted Bolta agent runtime
- Bolta MCP Server — Remote MCP endpoint for Claude Desktop / Claude Code integration
- Endpoint:
https://mcp.bolta.ai/mcp
- Endpoint:
- Bolta API Documentation — Full API reference
Pre-Installation Checklist
Before installing this skill, you MUST:
- Verify the source repository: https://github.com/boltaai/bolta-skills
- Review the SKILL.md and confirm version matches metadata (currently 2.0.1)
- Obtain a LEAST-PRIVILEGE API key from https://bolta.ai/register
- Store API key in environment variables (NEVER hardcode or commit)
- Verify you trust the domains:
platty.boltathread.com,bolta.ai, andmcp.bolta.ai - Test in a disposable/test workspace first (recommended)
- Confirm your API key is scoped ONLY to the intended workspace
Security Best Practices
-
Credential Management
- Use environment variables:
export BOLTA_API_KEY="sk_live_..." - Or use secret managers: AWS Secrets Manager, 1Password, etc.
- NEVER paste API keys in chat, logs, or public places
- Use environment variables:
-
Key Rotation
- Rotate keys every 90 days minimum
- Use
bolta.team.rotate_keyskill for zero-downtime rotation - Revoke compromised keys immediately at bolta.ai/settings
-
Permission Scoping
- Grant ONLY required permissions (e.g.,
posts:write,voice:read) - Avoid
workspace:adminunless absolutely necessary - Review permissions quarterly
- Grant ONLY required permissions (e.g.,
-
Monitoring
- Review audit logs weekly via
bolta.audit.export_activity - Monitor quota usage via
bolta.quota.status - Set up alerts for unusual API activity
- Review audit logs weekly via
-
Workspace Isolation
- One API key per workspace (NEVER share keys across workspaces)
- Use separate keys for dev/staging/production environments
- Revoke keys when decommissioning workspaces
Purpose
The canonical registry and orchestration layer for all Bolta skills.
This skill serves as the single source of truth for skill discovery, installation recommendations, and workspace-aware capability bootstrapping. It does not execute content operations directly — instead, it provides intelligent routing to the appropriate skills based on:
- Workspace policy (Safe Mode, autonomy mode, quotas)
- Principal identity (user role, agent permissions)
- Operational context (what you're trying to accomplish)
Key Responsibilities:
- Discovery - Index all available skills with metadata
- Recommendation - Suggest install sets based on workspace policy and role
- Orchestration - Guide multi-skill workflows
- Compatibility - Enforce skill compatibility with workspace settings
- Bootstrapping - Help new workspaces get started quickly
When to Use:
- Setting up a new workspace ("What skills should I install?")
- Discovering available capabilities ("What can Bolta do?")
- Troubleshooting skill compatibility ("Why can't I use this skill?")
- Planning multi-step workflows ("Which skills do I need?")
Data Access: This skill accesses:
- Workspace configuration (policy, quotas, autonomy mode)
- Voice profile metadata (names, IDs, not full content)
- Post counts and quota usage
- Agent principal types
This skill does NOT access:
- Post content or scheduled posts
- Social media credentials
- User passwords or authentication tokens
- Files or media uploads
Source & Verification
https://github.com/boltaai/bolta-skills
Bolta Ecosystem: How It All Fits Together
Bolta is composed of four interconnected pieces. Understanding how they relate helps you choose the right setup path.
┌─────────────────────────────────────────────────────────────┐
│ bolta.ai │
│ Workspace management, dashboards, │
│ account connections, review UI │
│ │
│ API Docs: https://bolta.ai/docs/api │
└──────────────────────┬──────────────────────────────────────┘
│ REST API
▼
┌──────────────────────────────────────────────────────────────┐
│ MCP Server (mcp.bolta.ai/mcp) │
│ Bridges Claude Desktop / Claude Code to the Bolta API │
│ Exposes workspace tools: create posts, manage agents, │
│ approve content, run analytics — all via MCP protocol │
└──────────────────────┬───────────────────────────────────────┘
│ uses
▼
┌──────────────────────────────────────────────────────────────┐
│ Bolta Skills Pack (this repo) │
│ github.com/boltaai/bolta-skills │
│ │
│ Structured prompts, workflows, and orchestration logic │
│ that teach AI agents HOW to use the API effectively: │
│ voice creation, content planning, review flows, │
│ automation, analytics, engagement, governance │
└──────────────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────────────┐
│ BoltaClaw (turnkey self-hosted runtime) │
│ github.com/boltaai/boltaclaw-self-hosted │
│ │
│ Everything above — pre-configured and ready to run. │
│ Ships with the skills pack, MCP integration, agent │
│ runtime, cron scheduler, and CLI out of the box. │
│ Clone, set your API key, and go. │
└──────────────────────────────────────────────────────────────┘
How they work together
-
The API (
bolta.ai/docs/api) is the foundation — every operation (creating posts, managing agents, approving content) flows through it. You can call it directly withcurlor any HTTP client. -
The MCP Server (
mcp.bolta.ai/mcp) wraps the API into the MCP protocol so Claude Desktop and Claude Code can call Bolta tools natively. Point your MCP config at the endpoint and your AI assistant gains full workspace access. -
The Skills Pack (
github.com/boltaai/bolta-skills) provides the intelligence layer — structured prompts and multi-step workflows that teach agents how to use the API well. Skills handle things like voice-aware drafting, week planning, review triage, and cron automation that go beyond raw API calls. -
BoltaClaw (
github.com/boltaai/boltaclaw-self-hosted) is the turnkey solution. It bundles the skills pack, MCP connectivity, agent runtime, job scheduler, and a CLI into a single self-hosted package. The CLI lets you manage posts, agents, jobs, and workspace settings directly from your terminal — no browser required. If you want to skip manual setup and get a fully operational Bolta agent running on your own infrastructure, BoltaClaw is the fastest path — clone, configure your API key, and you're live.
Which path is right for you?
| Goal | Start here |
|---|---|
| Explore the API directly | API Docs |
| Add Bolta tools to Claude Desktop / Claude Code | MCP Server — configure the endpoint |
| Customize agent workflows and prompts | Skills Pack — clone and adapt |
| Manage Bolta from the terminal (CLI) | BoltaClaw — includes the CLI |
| Get everything running immediately, self-hosted | BoltaClaw — turnkey, pre-configured |
Getting Started: API Setup
Before using Bolta skills, you need an API key. Choose the path that matches your use case.
Path A: Agent API Key (Recommended for AI Agents)
Use this if you're setting up an AI agent (Claude, BoltaClaw, custom agent) to operate as a workspace member.
Step 1: Create Agent Principal
Go to Settings → AI Agents → Add Agent in your Bolta workspace.
Configure:
- Agent Name — Human-readable name for audit logs (e.g., "Claude Content Agent")
- Agent Role — Determines permissions and skill plane access:
| Role | What it can do | Recommended for |
|---|---|---|
creator | Draft content, use voice profiles, submit for review | Most agents (default) |
viewer | Read-only access to all content | Monitoring / reporting |
editor | Full content management + approvals | Approval workflow agents |
admin | Everything + agent/account management | Orchestrators only |
Recommendation: Start with creator role. Safe Mode is enforced and all content requires human review.
Step 2: Copy Your Agent API Key
After creation, you'll see the full key once:
API Key: bolta_sk_00000000000000000000000000000000
Workspace ID: 550e8400-e29b-41d4-a716-446655440000
Agent ID: 660e8400-e29b-41d4-a716-446655440001
The agent ID is automatically linked — no need to set BOLTA_AGENT_ID separately.
Path B: Regular API Key (For Integrations & Scripts)
Use this for CI/CD pipelines, custom integrations, or scripts that need specific scopes.
Step 1: Create API Key
Go to Settings → API Keys → Create New Key.
Select only the scopes you need (least privilege):
- Content creation:
posts:write,voice:read - Full content:
posts:read,posts:write,voice:read,ai:generate - Read-only:
posts:read,accounts:read,voice:read
Note: Regular keys cannot access agent-only scopes (review:submit, review:approve, audit:export, team:manage, team:manage_keys, workspace:read). If you need those, use an Agent API key instead.
Step 2: Copy Your API Key
API Key: bolta_sk_00000000000000000000000000000000
IMPORTANT: The full key is shown only once and cannot be recovered (only regenerated via bolta.team.rotate_key).
Configure Your Environment (Both Key Types)
Set Required Environment Variables:
# Required: Your Bolta API key (agent or regular)
export BOLTA_API_KEY="bolta_sk_your_actual_key_here"
# Required: Your workspace UUID
export BOLTA_WORKSPACE_ID="550e8400-e29b-41d4-a716-446655440000"
# Optional: Agent principal UUID (automatic for agent keys, manual for regular keys)
export BOLTA_AGENT_ID="660e8400-e29b-41d4-a716-446655440001"
For Claude Desktop / Claude Code (MCP):
Connect via the remote MCP endpoint at https://mcp.bolta.ai/mcp:
{
"mcpServers": {
"bolta": {
"type": "url",
"url": "https://mcp.bolta.ai/mcp",
"headers": {
"Authorization": "Bearer bolta_sk_your_actual_key_here",
"X-Workspace-ID": "550e8400-e29b-41d4-a716-446655440000"
}
}
}
}
For self-hosted deployments, see BoltaClaw for running your own agent runtime.
For Direct API Calls:
See the full API documentation for all available endpoints.
curl https://platty.boltathread.com/v1/posts \
-H "Authorization: Bearer ${BOLTA_API_KEY}" \
-H "X-Workspace-ID: ${BOLTA_WORKSPACE_ID}" \
-H "Content-Type: application/json" \
-d '{ "prompt": "Create a post about productivity" }'
Security Reminder:
- Never hardcode API keys in your code
- Use
.envfiles locally (add.envto.gitignore) - Use secret managers in production (AWS Secrets Manager, Vercel Secrets, etc.)
- Rotate keys every 90 days via
bolta.team.rotate_key
Verify Setup
Test your configuration:
curl https://platty.boltathread.com/v1/workspaces/${BOLTA_WORKSPACE_ID} \
-H "Authorization: Bearer ${BOLTA_API_KEY}"
# Expected response:
# {
# "id": "550e8400-...",
# "name": "My Workspace",
# "safe_mode": true,
# "autonomy_mode": "managed",
# "max_posts_per_day": 100,
# "key_type": "agent", ← indicates which key type authenticated
# "agent_role": "creator" ← present only for agent keys
# }
Troubleshooting Setup
Error: "Invalid API Key"
- Verify key matches exactly (no extra spaces)
- Check if key was rotated — get new key at bolta.ai/settings
- Ensure you're using the correct workspace key
- Confirm key prefix starts with
bolta_sk_
Error: "Workspace Not Found"
- Verify workspace_id matches your registration
- Confirm you have access to this workspace (visit bolta.ai/workspaces)
- Check if workspace was deleted
Error: "Permission Denied"
- Regular keys: Check granted scopes at Settings → API Keys
- Content creation: Need
posts:writeminimum - Voice access: Need
voice:readorvoice:write
- Content creation: Need
- Agent keys: Check agent role at Settings → AI Agents
- Content creation: Need
creatorrole or higher - Approvals: Need
editorrole or higher - Agent management: Need
adminrole
- Content creation: Need
- Agent-only scopes (
review:submit,audit:export, etc.) are not available on regular keys — switch to an Agent API key if you need them
Error: "Insufficient Role" (Agent keys only)
- The agent's role doesn't have access to the requested skill plane
viewercannot access Init, Content, or Automation planes- Upgrade the agent role at Settings → AI Agents, or use a different agent
Installation & First Run
Skill Pack Installation
Option 1: Install Full Skill Pack (Recommended)
# Clone the complete Bolta skills repository
git clone https://github.com/boltaai/bolta-skills.git
# Or download the latest release
curl -L https://github.com/boltaai/bolta-skills/archive/refs/heads/main.zip -o bolta-skills.zip
unzip bolta-skills.zip
What You Get:
bolta-skills/
├── README.md # START HERE - Complete getting started guide
├── skills/
│ ├── bolta.skills.index/ # You're here (registry)
│ ├── voice-plane/
│ │ ├── bolta.voice.bootstrap/
│ │ └── bolta.voice.learn_from_samples/
│ ├── content-plane/
│ │ ├── bolta.draft.post/
│ │ ├── bolta.draft_post/
│ │ ├── bolta.get_account_info/
│ │ ├── bolta.get_business_context/
│ │ ├── bolta.get_voice_profile/
│ │ ├── bolta.list_recent_posts/
│ │ ├── bolta.loop.from_template/
│ │ └── bolta.week.plan/
│ ├── review-plane/
│ │ ├── bolta.add_comment/
│ │ ├── bolta.approve_post/
│ │ ├── bolta.reject_post/
│ │ ├── bolta.inbox.triage/
│ │ ├── bolta.review.approve_and_route/
│ │ └── bolta.review.digest/
│ ├── automation-plane/
│ │ ├── bolta.cron.generate_to_review/
│ │ └── bolta.cron.generate_and_schedule/
│ ├── agent-plane/
│ │ ├── bolta.agent.activate_job/
│ │ ├── bolta.agent.configure/
│ │ ├── bolta.agent.hire/
│ │ ├── bolta.agent.memory/
│ │ ├── bolta.agent.mention/
│ │ └── bolta.job.execute/
│ ├── analytics-plane/
│ │ ├── bolta.get_audience_insights/
│ │ ├── bolta.get_best_posting_times/
│ │ └── bolta.get_post_metrics/
│ ├── engagement-plane/
│ │ ├── bolta.get_comments/
│ │ ├── bolta.get_mentions/
│ │ └── bolta.reply_to_mention/
│ └── control-plane/
│ ├── bolta.team.create_agent_teammate/
│ ├── bolta.team.rotate_key/
│ ├── bolta.policy.explain/
│ ├── bolta.audit.export_activity/
│ ├── bolta.quota.status/
│ └── bolta.workspace.config/
├── docs/
│ ├── getting-started.md
│ ├── autonomy-modes.md
│ ├── safe-mode.md
│ ├── automation-setup.md
│ └── multi-agent.md
Option 2: Install Individual Skills (Manual)
# Install voice bootstrap skill
curl -L https://raw.githubusercontent.com/boltaai/bolta-skills/main/skills/voice-plane/bolta.voice.bootstrap/SKILL.md \
-o bolta.voice.bootstrap.md
# Install draft post skill
curl -L https://raw.githubusercontent.com/boltaai/bolta-skills/main/skills/content-plane/bolta.draft.post/SKILL.md \
-o bolta.draft.post.md
First Run: Read the README
IMPORTANT: After installation, read the README for complete setup instructions.
What the README Covers:
- Prerequisites and system requirements
- Installation verification
- Environment variable configuration
- First skill execution (test workflow)
- Troubleshooting common issues
- Recommended skill installation order
- Best practices for production use
Recommended First-Run Flow
Step 1: Read Documentation
# Must-read files in order:
# 1. README.md - Complete getting started guide
# 2. docs/getting-started.md - Quickstart tutorial
# 3. docs/autonomy-modes.md - Understand autonomy levels
# 4. docs/safe-mode.md - Understand safety controls
Step 2: Verify Installation
# Check that all skills are present
ls -la skills/*/SKILL.md skills/*/*/SKILL.md
# Should see 36+ skills across 8 planes
Step 3: Configure Agent
export BOLTA_API_KEY="sk_live_..."
export BOLTA_WORKSPACE_ID="..."
# Test API connectivity
curl https://platty.boltathread.com/v1/workspaces/${BOLTA_WORKSPACE_ID} \
-H "Authorization: Bearer ${BOLTA_API_KEY}"
Step 4: Install Recommended Skills
# The registry will recommend skills based on your:
# - Safe Mode setting
# - Autonomy mode
# - User role
# - Current quotas
Common First-Run Mistakes
- Skipping the README - Installing skills without reading README
- Missing Environment Variables - Running skills without BOLTA_API_KEY set
- Installing Skills Out of Order - Running bolta.draft.post before creating voice profile
- Not Understanding Autonomy Modes - Using autopilot mode without understanding routing
- Hardcoding API Keys - Putting API keys directly in skill files instead of env vars
Post-Installation Checklist
- README.md has been read
- Environment variables set (BOLTA_API_KEY, BOLTA_WORKSPACE_ID)
- All 36+ skills present in skills/ directory
- docs/ directory contains markdown files
- API connectivity verified (test curl command works)
- MCP endpoint configured (if using Claude Desktop / Claude Code — see mcp.bolta.ai/mcp)
- Workspace policy reviewed (safe_mode, autonomy_mode)
- First skill executed successfully (test run)
- Autonomy mode documentation read (docs/autonomy-modes.md)
- Safe Mode documentation read (docs/safe-mode.md)
Next Steps After Setup
-
Create Voice Profile (if new workspace)
- Run:
bolta.voice.bootstrap - Establishes your brand voice
- Run:
-
Test Content Creation
- Run:
bolta.draft.postorbolta.draft_post - Creates a test post in Draft status
- Run:
-
Install Recommended Skills
- Run:
bolta.skills.index - Returns personalized skill recommendations
- Run:
-
Configure Workspace
- Review: Safe Mode (ON/OFF)
- Review: Autonomy Mode (assisted/managed/autopilot)
- Set: Daily quota limits
Architecture: The Eight Planes
Skills are organized into planes — logical groupings that separate concerns and enable modular capability composition. V2 expands from five planes to eight, adding Agent, Analytics, and Engagement planes.
Plane 0: Voice
Purpose: Brand voice creation, evolution, and validation
Voice is the foundation of all content operations. These skills help establish, refine, and maintain consistent brand voice across all generated content.
Core Principle: Voice should be learned from examples, validated against real content, and evolved over time.
Skills:
| Skill | Purpose |
|---|---|
bolta.voice.bootstrap | Interactive voice profile creation from scratch |
bolta.voice.learn_from_samples | Extract voice patterns from existing content |
bolta.voice.evolve | Refine voice based on approved posts (planned) |
bolta.voice.validate | Score content against voice profile 0-100 (planned) |
Typical Flow:
- Bootstrap initial voice profile
- Learn from sample content
- Validate generated content
- Evolve voice as brand matures
Plane 1: Content
Purpose: Content creation, planning, data retrieval, and scheduling
The execution layer for post creation. These skills transform ideas into scheduled social media posts, and provide workspace context for informed content decisions.
Core Principle: Content should be intentional, planned, and aligned with voice.
Skills:
| Skill | Purpose |
|---|---|
bolta.draft.post | Create a single post in Draft status (original interface) |
bolta.draft_post | Create a draft post using workspace voice profile, routes to Inbox |
bolta.get_account_info | Retrieve connected social account details |
bolta.get_business_context | Fetch workspace business DNA and context |
bolta.get_voice_profile | Read voice profile configuration |
bolta.list_recent_posts | List recent posts for context and continuity |
bolta.loop.from_template | Generate multiple posts from a template (deprecated) |
bolta.week.plan | Plan a week's worth of content with scheduling |
Output: Draft or Scheduled posts (subject to Safe Mode routing)
Plane 2: Review
Purpose: Human-in-the-loop review, approval, and feedback workflows
Enables teams to review, approve, reject, and provide feedback on agent-generated content before publishing.
Core Principle: Autonomy with oversight — agents generate, humans decide.
Skills:
| Skill | Purpose |
|---|---|
bolta.add_comment | Add feedback comments to posts under review |
bolta.approve_post | Approve a draft, moving it to Approved status |
bolta.reject_post | Reject a draft with feedback for revision |
bolta.inbox.triage | Organize pending posts by priority/topic |
bolta.review.digest | Daily summary of posts awaiting review |
bolta.review.approve_and_route | Bulk approve + schedule posts |
Typical Flow:
- Agent creates posts -> Pending Approval
review.digestsends daily summary- Human reviews via
inbox.triage - Approve/reject individual posts or bulk approve via
approve_and_route
Plane 3: Automation
Purpose: Scheduled, recurring, and autonomous content generation
The autonomy layer. These skills enable hands-off content operations with guardrails.
Core Principle: Predictable automation with quota enforcement and safety nets.
Skills:
| Skill | Purpose |
|---|---|
bolta.cron.generate_to_review | Daily content generation -> Pending Approval |
bolta.cron.generate_and_schedule | Autonomous scheduling (requires Safe Mode OFF) |
Safety Guardrails:
- Quota enforcement (max posts/day, max API requests/hour)
- Job run tracking (observability for all executions)
- Autonomy mode compatibility checks
- Safe Mode routing (autopilot incompatible with Safe Mode ON)
Plane 4: Agent
Purpose: AI agent lifecycle management — hiring, configuration, job activation, and memory
V2 introduces a dedicated agent plane for managing AI teammates that operate autonomously within your workspace.
Core Principle: Agents are first-class principals with defined roles, jobs, and memory.
Skills:
| Skill | Purpose |
|---|---|
bolta.agent.hire | Create and onboard a new AI agent from marketplace presets |
bolta.agent.configure | Update agent settings, permissions, and job parameters |
bolta.agent.activate_job | Activate or pause an agent's scheduled job |
bolta.agent.memory | Read/write agent memory for cross-session context |
bolta.agent.mention | Notify or hand off work to another agent |
bolta.job.execute | Documentation for job execution lifecycle |
Typical Flow:
- Hire an agent from presets (
agent.hire) - Configure agent settings and jobs (
agent.configure) - Activate the job to start autonomous work (
agent.activate_job) - Agent builds memory over time (
agent.memory) - Agents collaborate via mentions (
agent.mention)
Plane 5: Analytics
Purpose: Performance measurement, audience insights, and posting optimization
Provides data-driven insights to inform content strategy and measure impact.
Core Principle: Measure what matters, optimize what works.
Skills:
| Skill | Purpose |
|---|---|
bolta.get_post_metrics | Retrieve performance metrics (likes, comments, shares, views) |
bolta.get_best_posting_times | Analyze historical data for optimal posting windows |
bolta.get_audience_insights | Audience demographics, growth trends, engagement patterns |
Plane 6: Engagement
Purpose: Community interaction — monitoring mentions, replying, and managing conversations
Closes the feedback loop between publishing and audience interaction.
Core Principle: Respond authentically in brand voice, escalate what needs human judgment.
Skills:
| Skill | Purpose |
|---|---|
bolta.get_comments | Retrieve comments on published posts |
bolta.get_mentions | Monitor brand mentions across platforms |
bolta.reply_to_mention | Draft a reply maintaining brand voice |
Plane 7: Control
Purpose: Workspace governance, policy, security, and audit
The management layer for teams, permissions, security, and compliance.
Core Principle: Visibility and control for workspace administrators.
Skills:
| Skill | Purpose |
|---|---|
bolta.team.create_agent_teammate | Provision agent principals with specific roles |
bolta.team.rotate_key | Rotate API keys for security |
bolta.policy.explain | Explain authorization decisions ("Why was this blocked?") |
bolta.audit.export_activity | Export audit logs (PostActivity, JobRuns) |
bolta.quota.status | View current quota usage (daily posts, hourly API calls) |
bolta.workspace.config | View/update autonomy mode, Safe Mode, quotas |
Typical Use Cases:
- Onboarding new team members (human or agent)
- Investigating authorization failures
- Compliance reporting (SOC2, GDPR data exports)
- Quota monitoring and adjustment
Full Skill Index
Voice Plane Skills
bolta.voice.bootstrap
Path: skills/voice-plane/bolta.voice.bootstrap/SKILL.md
Purpose: Interactive voice profile creation wizard
Inputs: Brand name, industry, target audience, sample content
Outputs: Complete VoiceProfile (tone, dos, don'ts, constraints)
Permissions: voice:write
Safe Mode: Compatible
Roles: Viewer, Creator, Editor, Admin
Typical Duration: 5-10 minutes (interactive)
bolta.voice.learn_from_samples
Path: skills/voice-plane/bolta.voice.learn_from_samples/SKILL.md
Purpose: Extract voice patterns from existing content
Inputs: URLs or text samples (3-10 examples)
Outputs: Voice profile draft with auto-detected patterns
Permissions: voice:write
Safe Mode: Compatible
Typical Duration: 2-3 minutes
bolta.voice.evolve (planned)
Purpose: Refine voice based on approved posts
Inputs: Date range for approved posts
Outputs: Updated VoiceProfile (version incremented)
Permissions: voice:write, posts:read
Safe Mode: Compatible
bolta.voice.validate (planned)
Purpose: Score content against voice profile
Inputs: Post ID or content text
Outputs: Compliance score (0-100), deviation report
Permissions: voice:read, posts:read
Safe Mode: Compatible
Content Plane Skills
bolta.draft.post
Path: skills/content-plane/bolta.draft.post/SKILL.md
Purpose: Create a single post in Draft status (original interface)
Inputs: Topic, platform(s), optional voice profile ID
Outputs: Post ID (Draft status)
Permissions: posts:write
Safe Mode: Always routes to Draft
Autonomy Mode: Respects assisted/managed routing
Quota Impact: +1 to daily post count
Typical Duration: 30-60 seconds
bolta.draft_post
Path: skills/content-plane/bolta.draft_post/SKILL.md
Purpose: Create a draft post using workspace voice profile, routes to Inbox for review
Inputs: content, platform, account_id, optional voice_profile_id
Outputs: Post ID (Draft/Inbox status)
Permissions: posts:write
Safe Mode: Always routes to Inbox
Roles: Viewer, Creator, Editor, Admin
Safe Defaults: never_publish_directly, always_route_to_inbox
bolta.get_account_info
Path: skills/content-plane/bolta.get_account_info/SKILL.md
Purpose: Retrieve connected social account details
Inputs: account_id (optional, returns all if omitted)
Outputs: Account metadata (platform, handle, status)
Permissions: accounts:read
Safe Mode: N/A (read-only)
bolta.get_business_context
Path: skills/content-plane/bolta.get_business_context/SKILL.md
Purpose: Fetch workspace business DNA and context
Inputs: workspace_id
Outputs: Business DNA (industry, audience, positioning)
Permissions: workspace:read
Safe Mode: N/A (read-only)
bolta.get_voice_profile
Path: skills/content-plane/bolta.get_voice_profile/SKILL.md
Purpose: Read voice profile configuration
Inputs: voice_profile_id (optional, returns active if omitted)
Outputs: Voice profile (tone, style, constraints)
Permissions: voice:read
Safe Mode: N/A (read-only)
bolta.list_recent_posts
Path: skills/content-plane/bolta.list_recent_posts/SKILL.md
Purpose: List recent posts for context and continuity
Inputs: account_id, limit, status filter
Outputs: Array of recent posts with metadata
Permissions: posts:read
Safe Mode: N/A (read-only)
bolta.loop.from_template (deprecated)
Path: skills/content-plane/bolta.loop.from_template/SKILL.md
Purpose: Generate multiple posts from a template
Inputs: Template ID, count (1-50), variation parameters
Outputs: Array of Post IDs
Permissions: posts:write, templates:read
Note: Deprecated in V2. Use bolta.agent.hire with template-based presets instead.
bolta.week.plan
Path: skills/content-plane/bolta.week.plan/SKILL.md
Purpose: Plan a week's content with scheduling
Inputs: Start date, posting frequency, themes
Outputs: 7-day content calendar with scheduled posts
Permissions: posts:write, posts:schedule
Safe Mode: Routes to Pending Approval if ON
Quota Impact: +5-15 to daily post count (spread across week)
Review Plane Skills
bolta.add_comment
Path: skills/review-plane/bolta.add_comment/SKILL.md
Purpose: Add feedback comments to posts under review
Inputs: post_id, comment text
Outputs: Comment record
Permissions: posts:read, posts:review
Safe Mode: N/A (feedback operation)
bolta.approve_post
Path: skills/review-plane/bolta.approve_post/SKILL.md
Purpose: Approve a draft post, moving it from Inbox to Approved status
Inputs: draft_id, optional notes, optional schedule_time
Outputs: Updated post status
Permissions: posts:write, posts:approve
Roles: Editor, Admin
Safe Defaults: require_editor_role
bolta.reject_post
Path: skills/review-plane/bolta.reject_post/SKILL.md
Purpose: Reject a draft with feedback for revision
Inputs: draft_id, rejection_reason
Outputs: Updated post status (Rejected)
Permissions: posts:write, posts:review
Roles: Editor, Admin
bolta.inbox.triage
Path: skills/review-plane/bolta.inbox.triage/SKILL.md
Purpose: Organize pending posts by priority
Inputs: Optional filters (platform, date range)
Outputs: Categorized list of posts awaiting review
Permissions: posts:read, posts:review
Safe Mode: N/A (read-only)
bolta.review.digest
Path: skills/review-plane/bolta.review.digest/SKILL.md
Purpose: Daily summary of posts awaiting review
Inputs: None (workspace context)
Outputs: Formatted summary with quick approve links
Permissions: posts:read, posts:review
Safe Mode: N/A (read-only)
Note: Designed for cron execution (daily 9am)
bolta.review.approve_and_route
Path: skills/review-plane/bolta.review.approve_and_route/SKILL.md
Purpose: Bulk approve and schedule posts
Inputs: Post IDs or filter criteria
Outputs: Updated post statuses
Permissions: posts:write, posts:approve, posts:schedule
Safe Mode: N/A (human override)
Note: Bypasses Safe Mode (human decision)
Automation Plane Skills
bolta.cron.generate_to_review
Path: skills/automation-plane/bolta.cron.generate_to_review/SKILL.md
Purpose: Daily content generation -> Pending Approval
Inputs: None (uses workspace settings)
Outputs: Posts in Pending Approval status
Permissions: posts:write, cron:execute
Safe Mode: Compatible (routes to Pending Approval)
Autonomy Mode: Recommended for managed/governance
Quota Impact: +3-10 posts/day (configurable)
Execution: Daily cron (configurable time)
bolta.cron.generate_and_schedule
Path: skills/automation-plane/bolta.cron.generate_and_schedule/SKILL.md
Purpose: Autonomous scheduling (no human review)
Inputs: None (uses workspace settings)
Outputs: Posts in Scheduled status
Permissions: posts:write, posts:schedule, cron:execute
Safe Mode: INCOMPATIBLE (requires Safe Mode OFF)
Autonomy Mode: REQUIRES autopilot
Warning: Bypasses human review — use with caution
Agent Plane Skills
bolta.agent.hire
Path: skills/agent-plane/bolta.agent.hire/SKILL.md
Purpose: Create and onboard a new AI agent teammate from marketplace presets
Inputs: Agent preset selection, workspace context, voice profile
Outputs: Agent record + configured job(s)
Permissions: agents:create, workspace:read
Roles: Editor, Admin
Safe Defaults: jobs_start_paused, require_preview_approval
Tools Required: get_workspace_policy, get_my_capabilities, get_voice_profile, list_agent_presets, create_agent, create_job, draft_post, get_business_context
bolta.agent.configure
Path: skills/agent-plane/bolta.agent.configure/SKILL.md
Purpose: Update agent settings, permissions, and job parameters
Inputs: agent_id, configuration updates
Outputs: Updated agent record
Permissions: agents:manage
Roles: Editor, Admin
bolta.agent.activate_job
Path: skills/agent-plane/bolta.agent.activate_job/SKILL.md
Purpose: Activate or pause an agent's scheduled job
Inputs: job_id, action (activate/pause)
Outputs: Updated job status
Permissions: agents:manage, cron:execute
Roles: Editor, Admin
bolta.agent.memory
Path: skills/agent-plane/bolta.agent.memory/SKILL.md
Purpose: Read/write agent memory for cross-session context
Inputs: agent_id, memory operation (read/write/clear)
Outputs: Memory contents or confirmation
Permissions: agents:read (read), agents:manage (write)
bolta.agent.mention
Path: skills/agent-plane/bolta.agent.mention/SKILL.md
Purpose: Notify or hand off work to another agent
Inputs: target_agent_id, context, task description
Outputs: Mention record
Permissions: agents:read
bolta.job.execute
Path: skills/agent-plane/bolta.job.execute/SKILL.md
Purpose: Documentation for job execution lifecycle
Type: Documentation (not directly callable)
Describes: How agent jobs run, retry logic, observability
Analytics Plane Skills
bolta.get_post_metrics
Path: skills/analytics-plane/bolta.get_post_metrics/SKILL.md
Purpose: Retrieve performance metrics for published posts
Inputs: account_id, optional limit/date_from/date_to/platform
Outputs: Metrics (likes, comments, shares, views, engagement rate)
Permissions: analytics:read
Roles: Viewer, Creator, Editor, Admin
Safe Mode: N/A (read-only)
bolta.get_best_posting_times
Path: skills/analytics-plane/bolta.get_best_posting_times/SKILL.md
Purpose: Analyze historical data for optimal posting windows
Inputs: account_id, optional platform filter
Outputs: Recommended posting times by day/hour
Permissions: analytics:read
Safe Mode: N/A (read-only)
bolta.get_audience_insights
Path: skills/analytics-plane/bolta.get_audience_insights/SKILL.md
Purpose: Audience demographics, growth trends, engagement patterns
Inputs: account_id, optional date range
Outputs: Audience profile and trend data
Permissions: analytics:read
Safe Mode: N/A (read-only)
Engagement Plane Skills
bolta.get_comments
Path: skills/engagement-plane/bolta.get_comments/SKILL.md
Purpose: Retrieve comments on published posts
Inputs: post_id or account_id
Outputs: Comment list with metadata
Permissions: engagement:read
Safe Mode: N/A (read-only)
bolta.get_mentions
Path: skills/engagement-plane/bolta.get_mentions/SKILL.md
Purpose: Monitor brand mentions across platforms
Inputs: account_id, optional date range
Outputs: Mention list with sentiment and context
Permissions: engagement:read
Safe Mode: N/A (read-only)
bolta.reply_to_mention
Path: skills/engagement-plane/bolta.reply_to_mention/SKILL.md
Purpose: Draft a reply to a mention, comment, or DM in brand voice
Inputs: mention_id, reply_text, optional tone
Outputs: Reply draft (routed for approval)
Permissions: engagement:write
Roles: Viewer, Creator, Editor, Admin
Safe Defaults: always_draft_for_approval, escalate_sensitive_topics
Control Plane Skills
bolta.team.create_agent_teammate
Path: skills/control-plane/bolta.team.create_agent_teammate/SKILL.md
Purpose: Provision agent principals with roles
Inputs: Agent name, role (creator/editor/reviewer), permissions
Outputs: AgentPrincipal record + API key
Permissions: workspace:admin, agents:create
Role Required: Owner or Admin
bolta.team.rotate_key
Path: skills/control-plane/bolta.team.rotate_key/SKILL.md
Purpose: Rotate API keys for security
Inputs: API key ID or agent ID
Outputs: New API key (old key revoked)
Permissions: workspace:admin, agents:manage
Role Required: Owner or Admin
Note: Old key immediately invalidated
bolta.policy.explain
Path: skills/control-plane/bolta.policy.explain/SKILL.md
Purpose: Explain authorization decisions
Inputs: Action attempt (e.g., "Why can't I publish?")
Outputs: Policy analysis with specific blockers
Permissions: None (informational)
Use Case: Troubleshooting "Access Denied" errors
bolta.audit.export_activity
Path: skills/control-plane/bolta.audit.export_activity/SKILL.md
Purpose: Export audit logs
Inputs: Date range, filters (principal, action type, denied actions)
Outputs: CSV or JSON export of PostActivity records
Permissions: workspace:admin, audit:read
Role Required: Owner or Admin
Use Case: Compliance reporting, SOC2 audits
bolta.quota.status
Path: skills/control-plane/bolta.quota.status/SKILL.md
Purpose: View current quota usage
Inputs: None (workspace context)
Outputs: Daily post count, hourly API usage, limits, percentage
Permissions: workspace:read
bolta.workspace.config
Path: skills/control-plane/bolta.workspace.config/SKILL.md
Purpose: View/update workspace settings
Inputs: Settings to update (autonomy_mode, safe_mode, quotas)
Outputs: Updated workspace configuration
Permissions: workspace:admin
Role Required: Owner or Admin
Warning: Changing autonomy mode affects all agent operations
Recommended Install Sets
Install sets are curated skill bundles tailored to specific autonomy modes and use cases.
Assisted Mode Install Set
Autonomy Level: Low (maximum human control) Safe Mode: Must be ON Use Case: New users, high-stakes brands, learning Bolta
Skills:
bolta.voice.bootstrap- Set up initial voice profilebolta.draft.post/bolta.draft_post- Create individual posts (always Draft)bolta.get_account_info- View connected accountsbolta.get_voice_profile- Read voice configurationbolta.list_recent_posts- Context from recent postsbolta.week.plan- Plan content calendar
Rationale: Prioritizes learning and control. All content goes to Draft for manual review before scheduling. Ideal for teams new to AI content generation, brands with strict compliance requirements, or users learning Bolta patterns before automating.
Managed Mode Install Set
Autonomy Level: Medium (guided automation with oversight) Safe Mode: ON (recommended) or OFF Use Case: Established users, moderate volume, review workflows
Skills:
- All Assisted skills +
bolta.inbox.triage- Organize posts for reviewbolta.review.digest- Daily review summariesbolta.approve_post/bolta.reject_post- Individual review actionsbolta.review.approve_and_route- Bulk approval workflowbolta.add_comment- Feedback on draftsbolta.cron.generate_to_review- Daily automated generationbolta.get_post_metrics- Performance trackingbolta.get_best_posting_times- Scheduling optimization
Rationale: Balances efficiency with oversight. Agent generates content autonomously, but humans approve before publishing. Ideal for teams with 1-2 reviewers publishing 3-10 posts/day.
Autopilot Mode Install Set
Autonomy Level: High (hands-off automation) Safe Mode: Must be OFF (incompatible) Use Case: High volume, trusted voice, minimal oversight
Skills:
- All Managed skills +
bolta.cron.generate_and_schedule- Autonomous schedulingbolta.agent.hire- Onboard AI agentsbolta.agent.configure- Configure agent behaviorbolta.agent.activate_job- Activate agent jobsbolta.get_audience_insights- Audience intelligencebolta.get_comments/bolta.get_mentions- Engagement monitoringbolta.reply_to_mention- Automated engagementbolta.quota.status- Monitor quota usage
Rationale: Maximizes efficiency for high-volume operations. Agent schedules directly without human approval. Only use with well-tested voice profiles, configured quota limits, and regular validation spot-checks.
Warning: Autopilot bypasses human review. Recommended safeguards:
- Well-tested voice profiles (version 5+)
- Quota limits configured (max 20 posts/day recommended)
- Regular validation spot-checks (review 10% of published posts)
Governance Mode Install Set
Autonomy Level: N/A (control & audit focused) Safe Mode: N/A Use Case: Admins, compliance teams, workspace management
Skills:
bolta.policy.explain- Authorization troubleshootingbolta.audit.export_activity- Compliance exportsbolta.team.create_agent_teammate- Agent provisioningbolta.team.rotate_key- Security operationsbolta.workspace.config- Workspace administrationbolta.quota.status- Usage monitoringbolta.agent.configure- Agent managementbolta.agent.memory- Agent memory inspection
Rationale: Control plane install set for administrators. Ideal for workspace owners managing teams, compliance officers conducting audits, and security teams rotating keys.
Decision Matrix: Skill Recommendations
This matrix determines which skills to recommend based on workspace context.
Input Variables
- Safe Mode (ON/OFF)
- Autonomy Mode (assisted/managed/autopilot/governance)
- User Role (owner/admin/editor/creator/reviewer/viewer)
- Agent Permissions (if principal is agent)
- Workspace Quotas (daily post limit, hourly API limit)
- Voice Profile Status (exists, version number)
Decision Rules
Rule 1: Voice Bootstrapping (First-Time Setup)
IF voice_profile_count == 0:
RECOMMEND: bolta.voice.bootstrap (HIGH PRIORITY)
RATIONALE: Cannot create content without voice profile
Rule 2: Safe Mode + Autopilot Incompatibility
IF safe_mode == ON AND autonomy_mode == "autopilot":
ERROR: Incompatible configuration
RECOMMEND: Either disable Safe Mode OR switch to "managed"
RATIONALE: Autopilot bypasses review; contradicts Safe Mode intent
Rule 3: Agent Permission Gating
IF principal_type == "agent":
IF agent.permissions NOT IN required_permissions:
EXCLUDE: Skills requiring missing permissions
RECOMMEND: bolta.policy.explain to understand blockers
Rule 4: Role-Based Filtering
IF role IN ["viewer", "reviewer"]:
EXCLUDE: All write operations (posts:write, voice:write)
INCLUDE: Read-only skills (audit.export, policy.explain, analytics, engagement reads)
IF role IN ["creator", "editor"]:
INCLUDE: Content plane + Review plane + Analytics + Engagement skills
EXCLUDE: Control plane skills (team.*, workspace.config)
IF role IN ["admin", "owner"]:
INCLUDE: All skills (no restrictions)
Rule 5: Quota-Based Warnings
IF daily_posts_used >= (daily_post_limit * 0.8):
WARN: "Approaching daily quota limit"
RECOMMEND: bolta.quota.status to view usage
IF daily_posts_used >= daily_post_limit:
BLOCK: All posts:write skills
RECOMMEND: Increase quota via bolta.workspace.config
Rule 6: Autonomy Mode Routing
IF autonomy_mode == "assisted":
INCLUDE: Content plane (draft only) + Analytics + Engagement (read-only)
EXCLUDE: Automation plane (no cron jobs)
IF autonomy_mode == "managed":
INCLUDE: Content + Review + Analytics + Engagement planes
INCLUDE: bolta.cron.generate_to_review (safe automation)
EXCLUDE: bolta.cron.generate_and_schedule (requires autopilot)
IF autonomy_mode == "autopilot":
INCLUDE: All automation + agent skills
REQUIRE: Safe Mode OFF
RECOMMEND: Quota monitoring (quota.status)
Registry Flow (Detailed)
Step 1: Gather Workspace Context
API Call: GET /api/v1/workspaces/{workspace_id}
Extract:
safe_mode(boolean)autonomy_mode(assisted/managed/autopilot/governance)max_posts_per_day(int, nullable)max_api_requests_per_hour(int, nullable)
Step 2: Identify Principal
API Call: GET /api/v1/me or use request context
Extract:
principal_type(user or agent)role(owner/admin/editor/creator/reviewer/viewer)- If agent:
permissionsarray,autonomy_override
Step 3: Check Voice Profile Status
API Call: GET /api/v1/workspaces/{workspace_id}/voice-profiles
Extract:
voice_profile_count(0 = needs bootstrap)- Latest
version(higher version = more refined) status(active/draft/archived)
Step 4: Check Quota Usage
API Call: GET /api/v1/workspaces/{workspace_id}/quota-status (via bolta.quota.status)
Extract:
daily_posts.used/daily_posts.limithourly_api_requests.used/hourly_api_requests.limit
Step 5: Apply Decision Rules
Run through decision matrix (see above) to filter skills.
Output:
recommended_skills- Array of skill slugsexcluded_skills- Array with exclusion reasonswarnings- Array of configuration issues
Step 6: Return Structured Response
{
"workspace_id": "uuid",
"safe_mode": true,
"autonomy_mode": "managed",
"role": "editor",
"principal_type": "user",
"voice_profile_status": {
"exists": true,
"version": 3,
"status": "active"
},
"quota_status": {
"daily_posts": { "used": 12, "limit": 100, "percentage": 12 },
"hourly_api_requests": { "used": 45, "limit": 1000, "percentage": 4.5 }
},
"recommended_skills": [
"bolta.draft.post",
"bolta.draft_post",
"bolta.get_account_info",
"bolta.get_voice_profile",
"bolta.list_recent_posts",
"bolta.week.plan",
"bolta.inbox.triage",
"bolta.review.digest",
"bolta.approve_post",
"bolta.reject_post",
"bolta.review.approve_and_route",
"bolta.cron.generate_to_review",
"bolta.get_post_metrics",
"bolta.get_best_posting_times"
],
"excluded_skills": [
{
"skill": "bolta.cron.generate_and_schedule",
"reason": "Requires autonomy_mode=autopilot (current: managed)"
},
{
"skill": "bolta.workspace.config",
"reason": "Requires role owner/admin (current: editor)"
}
],
"warnings": [],
"next_steps": [
"Install recommended skills via MCP or API",
"Configure daily digest via bolta.review.digest",
"Monitor performance via bolta.get_post_metrics"
]
}
Output Examples
Example 1: New Workspace (First-Time Setup)
{
"workspace_id": "550e8400-e29b-41d4-a716-446655440000",
"safe_mode": true,
"autonomy_mode": "assisted",
"role": "owner",
"principal_type": "user",
"voice_profile_status": { "exists": false, "version": 0, "status": null },
"quota_status": {
"daily_posts": { "used": 0, "limit": 100, "percentage": 0 },
"hourly_api_requests": { "used": 0, "limit": 1000, "percentage": 0 }
},
"recommended_skills": ["bolta.voice.bootstrap"],
"excluded_skills": [],
"warnings": [
{
"type": "missing_voice_profile",
"message": "No voice profile found. Run bolta.voice.bootstrap to get started.",
"severity": "high"
}
],
"next_steps": [
"1. Run bolta.voice.bootstrap to create your brand voice",
"2. After voice setup, install content plane skills",
"3. Create your first post with bolta.draft_post"
]
}
Example 2: Managed Mode (Typical Production)
{
"workspace_id": "660e8400-e29b-41d4-a716-446655440001",
"safe_mode": true,
"autonomy_mode": "managed",
"role": "admin",
"principal_type": "user",
"voice_profile_status": { "exists": true, "version": 5, "status": "active" },
"quota_status": {
"daily_posts": { "used": 18, "limit": 50, "percentage": 36 },
"hourly_api_requests": { "used": 142, "limit": 1000, "percentage": 14.2 }
},
"recommended_skills": [
"bolta.draft.post",
"bolta.draft_post",
"bolta.get_account_info",
"bolta.get_business_context",
"bolta.get_voice_profile",
"bolta.list_recent_posts",
"bolta.week.plan",
"bolta.inbox.triage",
"bolta.review.digest",
"bolta.approve_post",
"bolta.reject_post",
"bolta.add_comment",
"bolta.review.approve_and_route",
"bolta.cron.generate_to_review",
"bolta.get_post_metrics",
"bolta.get_best_posting_times",
"bolta.get_audience_insights",
"bolta.team.create_agent_teammate",
"bolta.audit.export_activity",
"bolta.quota.status"
],
"excluded_skills": [
{
"skill": "bolta.cron.generate_and_schedule",
"reason": "Requires autonomy_mode=autopilot AND safe_mode=OFF"
}
],
"warnings": [],
"next_steps": [
"Configure daily content generation via bolta.cron.generate_to_review",
"Set up review workflow with digest notifications",
"Monitor post performance via bolta.get_post_metrics"
]
}
Example 3: Autopilot Mode (High Volume)
{
"workspace_id": "770e8400-e29b-41d4-a716-446655440002",
"safe_mode": false,
"autonomy_mode": "autopilot",
"role": "owner",
"principal_type": "user",
"voice_profile_status": { "exists": true, "version": 12, "status": "active" },
"quota_status": {
"daily_posts": { "used": 47, "limit": 200, "percentage": 23.5 },
"hourly_api_requests": { "used": 523, "limit": 2000, "percentage": 26.15 }
},
"recommended_skills": [
"bolta.draft.post", "bolta.draft_post", "bolta.get_account_info",
"bolta.get_business_context", "bolta.get_voice_profile",
"bolta.list_recent_posts", "bolta.week.plan",
"bolta.inbox.triage", "bolta.review.digest",
"bolta.approve_post", "bolta.reject_post", "bolta.add_comment",
"bolta.review.approve_and_route",
"bolta.cron.generate_to_review", "bolta.cron.generate_and_schedule",
"bolta.agent.hire", "bolta.agent.configure", "bolta.agent.activate_job",
"bolta.agent.memory", "bolta.agent.mention",
"bolta.get_post_metrics", "bolta.get_best_posting_times",
"bolta.get_audience_insights",
"bolta.get_comments", "bolta.get_mentions", "bolta.reply_to_mention",
"bolta.quota.status", "bolta.workspace.config"
],
"excluded_skills": [],
"warnings": [
{
"type": "high_autonomy",
"message": "Autopilot mode bypasses human review. Monitor quota usage and validate voice compliance regularly.",
"severity": "medium"
}
],
"next_steps": [
"Monitor quota usage daily via bolta.quota.status",
"Hire AI agents for specialized content via bolta.agent.hire",
"Track engagement via bolta.get_mentions and bolta.reply_to_mention"
]
}
Example 4: Agent Principal (Limited Permissions)
{
"workspace_id": "880e8400-e29b-41d4-a716-446655440003",
"safe_mode": true,
"autonomy_mode": "managed",
"role": "creator",
"principal_type": "agent",
"agent": {
"id": "agent-uuid",
"name": "Content Bot",
"permissions": ["posts:write", "posts:read", "templates:read"]
},
"voice_profile_status": { "exists": true, "version": 7, "status": "active" },
"quota_status": {
"daily_posts": { "used": 8, "limit": 30, "percentage": 26.67 },
"hourly_api_requests": { "used": 67, "limit": 500, "percentage": 13.4 }
},
"recommended_skills": ["bolta.draft.post", "bolta.draft_post", "bolta.list_recent_posts"],
"excluded_skills": [
{ "skill": "bolta.week.plan", "reason": "Requires posts:schedule permission (agent lacks this)" },
{ "skill": "bolta.approve_post", "reason": "Requires posts:approve permission (agent lacks this)" },
{ "skill": "bolta.workspace.config", "reason": "Requires workspace:admin permission (agent role: creator)" }
],
"warnings": [
{
"type": "limited_permissions",
"message": "Agent has limited permissions. Some skills are unavailable.",
"severity": "info"
}
],
"next_steps": [
"Use bolta.draft_post to create content",
"Human reviewers should use bolta.approve_post to publish"
]
}
Example 5: Quota Limit Reached
{
"workspace_id": "990e8400-e29b-41d4-a716-446655440004",
"safe_mode": true,
"autonomy_mode": "managed",
"role": "editor",
"principal_type": "user",
"voice_profile_status": { "exists": true, "version": 4, "status": "active" },
"quota_status": {
"daily_posts": { "used": 100, "limit": 100, "percentage": 100 },
"hourly_api_requests": { "used": 234, "limit": 1000, "percentage": 23.4 }
},
"recommended_skills": [
"bolta.inbox.triage", "bolta.review.digest",
"bolta.approve_post", "bolta.reject_post",
"bolta.review.approve_and_route",
"bolta.get_post_metrics",
"bolta.quota.status", "bolta.policy.explain"
],
"excluded_skills": [
{ "skill": "bolta.draft.post", "reason": "Daily quota limit reached (100/100 posts)" },
{ "skill": "bolta.draft_post", "reason": "Daily quota limit reached (100/100 posts)" },
{ "skill": "bolta.week.plan", "reason": "Daily quota limit reached (100/100 posts)" }
],
"warnings": [
{
"type": "quota_exceeded",
"message": "Daily post quota limit reached. No new posts can be created until tomorrow (resets at UTC midnight).",
"severity": "high"
}
],
"next_steps": [
"Review and approve existing posts in queue",
"Consider increasing daily quota via bolta.workspace.config (admin only)",
"Check quota status at midnight UTC for reset"
]
}
Example 6: Incompatible Configuration (Autopilot + Safe Mode)
{
"workspace_id": "aa0e8400-e29b-41d4-a716-446655440005",
"safe_mode": true,
"autonomy_mode": "autopilot",
"role": "owner",
"principal_type": "user",
"voice_profile_status": { "exists": true, "version": 8, "status": "active" },
"quota_status": {
"daily_posts": { "used": 5, "limit": 150, "percentage": 3.33 },
"hourly_api_requests": { "used": 12, "limit": 1500, "percentage": 0.8 }
},
"recommended_skills": [],
"excluded_skills": [
{ "skill": "ALL", "reason": "Incompatible configuration: autopilot mode requires Safe Mode OFF" }
],
"warnings": [
{
"type": "configuration_conflict",
"message": "Autopilot mode is incompatible with Safe Mode ON. Autopilot bypasses human review, which contradicts Safe Mode's intent.",
"severity": "critical"
}
],
"next_steps": [
"Choose one of the following:",
" A) Disable Safe Mode to use autopilot (workspace.config)",
" B) Switch to 'managed' autonomy mode to keep Safe Mode ON",
"Current config blocks all agent operations until resolved."
],
"error": {
"code": "INCOMPATIBLE_CONFIGURATION",
"message": "Autopilot autonomy mode requires Safe Mode to be OFF. Please update workspace configuration."
}
}
Integration with Authorization System
The registry integrates with Bolta's authorization layer to ensure skill recommendations respect workspace policies.
Authorization Flow Integration
Step 1: Pre-flight Authorization Check Before recommending a skill, check if the principal is authorized:
from users.authorization import authorize, PostAction
# Check if user can create posts
auth_result = authorize(
principal_type="user",
role="editor",
workspace=workspace,
action=PostAction.CREATE,
requested_status="Scheduled",
agent=None # or agent instance if principal is agent
)
if not auth_result.allowed:
excluded_skills.append({
"skill": "bolta.week.plan",
"reason": auth_result.reason
})
Step 2: Respect Autonomy Mode Routing Skills that create posts must account for autonomy mode routing:
AUTONOMY_ROUTING = {
"assisted": {
"Draft": "Draft",
"Scheduled": "Draft",
"Posted": "Draft"
},
"managed": {
"Draft": "Draft",
"Scheduled": "Pending Approval",
"Posted": "Pending Approval"
},
"autopilot": {
"Draft": "Draft",
"Scheduled": "Scheduled",
"Posted": "Posted"
},
"governance": {
"Draft": "Pending Approval",
"Scheduled": "Pending Approval",
"Posted": "Pending Approval"
}
}
Step 3: Quota Enforcement Skills that create posts must respect quota limits:
from posts.quota_enforcement import QuotaEnforcer
allowed, reason = QuotaEnforcer.check_daily_post_quota(
workspace=workspace,
count=10 # e.g., bolta.loop.from_template with count=10
)
if not allowed:
excluded_skills.append({
"skill": "bolta.loop.from_template",
"reason": reason
})
Step 4: Safe Mode Compatibility Some skills are incompatible with Safe Mode:
SAFE_MODE_INCOMPATIBLE = [
"bolta.cron.generate_and_schedule", # Bypasses review
]
if workspace.safe_mode and skill in SAFE_MODE_INCOMPATIBLE:
excluded_skills.append({
"skill": skill,
"reason": "Incompatible with Safe Mode ON (requires human review bypass)"
})
Skill Metadata Schema
Each skill provides structured metadata via YAML frontmatter for registry indexing:
---
name: bolta.draft.post
version: 2.0.1
description: Create a single post in Draft status
category: content
roles_allowed: [Creator, Editor, Admin]
agent_types: [content_creator, custom]
safe_defaults:
never_publish_directly: true
always_route_to_inbox: true
tools_required:
- bolta.create_post
- bolta.get_voice_profile
inputs_schema:
type: object
required: [content, platform, account_id]
properties:
content: { type: string }
platform: { type: string }
account_id: { type: string }
voice_profile_id: { type: string }
outputs_schema:
type: object
properties:
post_id: { type: string }
status: { type: string }
---
V2 Frontmatter Fields:
| Field | Required | Description |
|---|---|---|
name | Yes | Skill identifier (e.g., bolta.draft.post) |
version | Yes | Semver version (all V2 skills are 2.0.0) |
description | Yes | One-line purpose |
category | Yes | Skill category (content, review, agent_lifecycle, etc.) |
roles_allowed | Yes | Array of roles that can use this skill |
agent_types | Yes | Array of compatible agent types |
safe_defaults | No | Default safety behaviors |
tools_required | Yes | MCP tools this skill calls |
inputs_schema | Yes | JSON Schema for inputs |
outputs_schema | Yes | JSON Schema for outputs |
organization | No | Publisher organization |
author | No | Skill author |
Version History
2.0.0 (Current) - V2 Refactor
- BREAKING: Expanded from 5 planes to 8 planes (added Agent, Analytics, Engagement)
- Added 18 new skills across all planes
- Added V2 YAML frontmatter schema for all skills (replaces JSON metadata)
- Added agent lifecycle skills (hire, configure, activate_job, memory, mention)
- Added analytics skills (get_post_metrics, get_best_posting_times, get_audience_insights)
- Added engagement skills (get_comments, get_mentions, reply_to_mention)
- Added content data skills (get_account_info, get_business_context, get_voice_profile, list_recent_posts)
- Added review action skills (add_comment, approve_post, reject_post)
- Added safe_defaults to skill metadata (never_publish_directly, always_route_to_inbox, etc.)
- Deprecated
bolta.loop.from_templatein favor of agent-based presets - Marked
bolta.voice.evolveandbolta.voice.validateas planned (not yet implemented) - Updated install sets to include new planes
- Total skill count: 36 (up from 21)
0.5.4 - Version bump
0.5.3 - Installation & First Run Guidance
- Added comprehensive "Installation & First Run" section
- Added complete skill pack installation instructions
- Added README.md reading prompt
- Added directory structure overview
- Added recommended first-run flow
- Added common first-run mistakes guide
- Added post-installation checklist
0.5.1 - Security Patch
- Added explicit Required Environment Variables section
- Declared BOLTA_API_KEY, BOLTA_WORKSPACE_ID as required
- Added trusted domains list
- Enhanced security best practices
0.5.0 - Getting Started Guide
- Added comprehensive Getting Started guide
- Added Agent API setup instructions
- Added setup verification and troubleshooting
0.4.0 - Full Skill Descriptions
- Added comprehensive skill descriptions with metadata
- Added detailed decision matrix and authorization integration
- Added 6 output examples covering all scenarios
- Added skill metadata schema
0.3.0 - Install Sets & Planes
- Added recommended install sets
- Added plane groupings and registry flow
0.2.0 - Initial Index
- Added initial skill index and plane definitions
0.1.0 - Genesis
- Initial registry structure
Support
For skill installation issues, contact: support@bolta.ai