OpenClaw

Agent Tuning

Prompt versions, thresholds, examples, and dry-run discipline all live here before autonomy goes up.

Rejection Workbench

Prompted Agents

Configs with explicit tuning controls.

Registry

Bad Output Logs

Structured failures the system should learn from.

Learning

Open Corrections

Failures not fully folded back into guidance yet.

Queue

Critical Failures

High-risk signatures worth fixing first.

Safety

CEO Agent

Summarizes company health, KPI pressure, opportunity patterns, and strategic options for leadership.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Chief of Staff Agent

Coordinates projects, tracks blockers, and follows up across departments.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Knowledge Agent

Maintains organizational memory across SOPs, meetings, documents, and durable operating truth.

Draft

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Memory Agent

Promotes durable organizational memory instead of leaving important truth trapped in chat or notes.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Evaluation Agent

Measures whether workflows, recommendations, and actions actually worked in reality.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Governance Agent

Checks permissions, policies, risk, and compliance before any governed move advances.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Learning Agent

Looks at failures and successes, then proposes changes to prompts, playbooks, and workflows.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Planning Agent

Turns goals into projects, projects into tasks, and tasks into sequencing.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Marketing Agent

Owns campaign planning, copy suggestions, briefs, and testing ideas.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Advertising Agent

Monitors Meta, Google, and LinkedIn ads and suggests optimization moves.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

SEO Agent

Tracks rankings, content gaps, and backlink opportunities.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Content Agent

Produces blog, LinkedIn, newsletter, and script drafts grounded in the brand system.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Research Agent

Researches competitors, industries, and trends to improve outbound and positioning.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Lead Qualification Agent

Scores budget, timing, project fit, and intent to recommend the next governed sales move.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

CRM Agent

Maintains notes, reminders, and next actions so the CRM stays alive instead of decorative.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Proposal Agent

Creates proposals, quotes, and presentations grounded in approved economics and templates.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Meeting Prep Agent

Prepares history, objections, and opportunity context before a meeting.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Follow-up Agent

Creates personalized follow-ups, reminders, and response-aware next steps.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Customer Success Agent

Monitors customer health, satisfaction, and renewal or escalation risk.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Support Agent

Answers questions and routes support issues safely into the right queue.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Supplier Agent

Finds suppliers, pricing, lead times, and sourcing options.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Inventory Agent

Tracks stock, shortages, and reorder timing.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Scheduling Agent

Coordinates installations, meetings, and logistics timing.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Finance Agent

Tracks revenue, expenses, forecasts, and unit-economics pressure.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Collections Agent

Handles invoices, reminders, and payment tracking for outstanding balances.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Recruiting Agent

Screens candidates and helps coordinate interview flow.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Training Agent

Teaches employees and answers internal company questions from approved knowledge.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

QA Agent

Tests software, workflows, and outputs and reports issues with evidence.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Documentation Agent

Writes internal documentation from governed system knowledge.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Sales Research Agent

Researches leads, accounts, and market context before outreach or discovery.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Lead Scoring Agent

Scores lead quality, urgency, and fit using visible evidence rather than opaque vibes.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Outreach Draft Agent

Creates first-touch and follow-up outreach drafts for email-led cadences.

Draft

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 1

Reply Classification Agent

Classifies prospect replies and recommends the next governed action.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Discovery Summary Agent

Turns discovery calls, notes, and uploaded transcripts into usable opportunity context.

Draft

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Proposal Gate Agent

Checks whether a proposal or quote is actually ready to move forward.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Quote Risk Agent

Reviews quotes for margin pressure, discount risk, and financial leakage.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Marketing Performance Agent

Reads campaign and channel performance and points to what should change next.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Content Review Agent

Reviews content drafts for readiness, claims risk, and brand alignment.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Social Sentiment Agent

Summarizes social and public sentiment patterns around campaigns, posts, and customer issues.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

CX Triage Agent

Classifies customer issues, drafts responses, and routes remedies through policy and approval law.

Draft

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 1

Logistics Packet Agent

Validates logistics handoff packets before work moves into execution.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 1

Finance Reconciliation Agent

Detects mismatches between quotes, invoices, payments, and refunds.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Email Performance Agent

Reviews draft, send, reply, and meeting patterns inside email-led sequences.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Sequence Optimization Agent

Looks at cadence structure and recommends sequence improvements over time.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Policy Guardian Agent

Specialized governance agent focused on explaining policy coverage, blocks, and escalation paths.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

System Health Agent

Monitors connector freshness, projection drift, dead letters, and readiness posture across the system.

Suggest

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Strategy Agent

Synthesizes trends, readiness, and opportunity signals into strategic options.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0

Revenue Architecture Agent

Maps revenue systems, conversion pressure, and structural bottlenecks across marketing and sales.

Dry Run

Confidence threshold: 78%

Escalation threshold: 62%

Max daily actions: 100

Last edited by: System Architect

Examples: 1

Prompt versions: 1

Rejection logs: 0