🤖

Agents

Personas with autonomy policies — recommend, approve, low-risk-auto, full-auto.

57

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🔍 Tags across Agents

Click any tag to filter the inventory.

🔢Order = frequency (matches) · 📏Size = recency (newer → bigger) · 🎨Color = avg rating · ↗Tilt = vetted ratio (upright → vetted)

colaberry openclaw agent security detective-agent frontend agents validation scoring orchestration multi-platform polling anomaly-detection gpt-4o conversion autonomy attribution follow-up classification quality-gate multi-agent pipeline llm personalization planner memory secret-scanning static-analysis regex-rules ticket-emitter learning feedback-loop optimization aggregation signal-ingestion social-listening runtime-monitoring scraping-detection abuse-detection llm-generation round-robin-queue draft-pipeline category-balancing sast vulnerability-scanning owasp testing playwright-poster anti-detection daily-rate-cap

Filter: All ✓ Colaberry vetted only 📁 source: execution/ops_platform/agent_registry.py 🌐 Ingest URL + Submit manually

📋 Agents inventory

57 entries

AutoGPT Agent Framework

Autonomous AI agent framework with goal-driven task decomposition

agentautonomoustask-planninggoal-driven

AI Agent Frameworks

CrewAI Multi-Agent Framework

Orchestrate role-playing AI agents working together on complex tasks

multi-agentrolescollaborationorchestration

AI Agent Frameworks

LangChain Agent Executor

Build reasoning agents with tool access using LangChain's agent framework

langchainagentreasoningtool-use

AI Agent Frameworks

LangGraph Workflow Engine

Build stateful multi-actor AI applications with graph-based workflows

workflowgraphstatefulmulti-agent

AI Agent Frameworks

Microsoft Semantic Kernel

Integrate AI models into apps with plugins, planners, and memory

semantic-kernelpluginsplannermicrosoft

AI Agent Frameworks

Haystack AI Pipeline

Build composable AI pipelines for search, QA, and document processing

pipelinesearchqadocuments

AI Agent Frameworks

DSPy Programming Framework

Program LLMs with optimizable modules instead of manual prompts

dspyprompt-optimizationmodulesprogramming

AI Agent Frameworks

Phidata Agent Toolkit

Build AI agents with memory, knowledge, and tool capabilities

agentmemoryknowledgetools

AI Agent Frameworks

AI Task Planner

Decompose complex goals into ordered task sequences with dependencies

plannertask-decompositiongoalsdependencies

AI Agent Frameworks

Agent Memory System

Provide short-term and long-term memory for AI agent conversations

memorycontextpersistenceconversation

AI Agent Frameworks

Multi-Agent Orchestrator

Coordinate multiple specialized AI agents working on shared tasks

multi-agentorchestrationcoordinationdelegation

AI Agent Frameworks

LLM Output Evaluation

Evaluate LLM outputs for quality, safety, and accuracy with automated scoring

evaluationscoringqualityllm

AI Agent Frameworks

Prompt Template Management

Version, test, and manage LLM prompt templates with variable substitution

promptstemplatesversioningmanagement

AI Agent Frameworks

AI Guardrails & Safety Filters

Add content filtering, PII detection, and safety guardrails to LLM outputs

guardrailssafetypiicontent-filtering

AI Agent Frameworks

Model Fine-Tuning Pipeline

Fine-tune LLMs on custom datasets with training, evaluation, and deployment

fine-tuningtrainingdatasetsdeployment

AI Agent Frameworks

Chatbot Builder Framework

Build conversational AI chatbots with intent detection and dialog management

chatbotconversationalintentdialog

AI Agent Frameworks

Recommendation Engine

Generate personalized recommendations using collaborative and content-based filtering

recommendationspersonalizationfilteringml

AI Agent Frameworks

secret-detection-agent Colaberry vetted ✓ Colaberry Inc approved

Filesystem-walking detective that scans backend/src and frontend/src for hard-coded secrets using a curated regex library (AWS keys, private keys, DB connection strings, JWTs, OpenAI sk- keys, Supabas

securitysecret-scanningdetective-agentstatic-analysisregex-rulesticket-emittercolaberry

ali@colaberry.com

openclaw-learning-optimization-agent Colaberry vetted ✓ Colaberry Inc approved

Engagement-feedback learning engine. Reads all posted OpenclawResponses with engagement_metrics, groups by tone/timing/topic, computes average engagement (upvotes + 2×replies + 3×clicks), writes findi

openclawlearningfeedback-loopoptimizationaggregationcolaberry

ali@colaberry.com

openclaw-market-signal-agent Colaberry vetted ✓ Colaberry Inc approved

Multi-platform signal-scanning agent that polls 11+ public APIs (Reddit, HackerNews, Dev.to, Hashnode, Discourse, Twitter, Bluesky, YouTube, ProductHunt, Facebook Groups, LinkedIn comments) for AI-rel

openclawsignal-ingestionmulti-platformsocial-listeningpollingcolaberry

ali@colaberry.com

runtime-threat-monitor-agent Colaberry vetted ✓ Colaberry Inc approved

Real-time abuse detection on production telemetry. In a rolling 5-minute window, groups PageEvent rows by visitor_id (flags visitors with >30 events as suspicious, >100 as critical scraping) and group

securityruntime-monitoringscraping-detectionabuse-detectionanomaly-detectioncolaberry

ali@colaberry.com

platform-content-response-agent Colaberry vetted ✓ Colaberry Inc approved

Queue-consumer agent that pulls pending generate_reply / generate_post tasks via round-robin across content categories (preventing single-category starvation), calls GPT-4o with a per-category system

llm-generationround-robin-queuedraft-pipelinecategory-balancinggpt-4ocolaberry

ali@colaberry.com

code-security-audit-agent Colaberry vetted ✓ Colaberry Inc approved

Static AST-light vulnerability scanner that walks backend TypeScript and flags SQL injection (template-literal queries, string-concat SQL), XSS (innerHTML, dangerouslySetInnerHTML, document.write), co

securitysastvulnerability-scanningowaspdetective-agentcolaberry

ali@colaberry.com

conversion-testing-agent Colaberry vetted ✓ Colaberry Inc approved

Agent that audits pages for conversion optimization best practices. Integrates with the agent orchestrator to provide recommendations on form optimization and CTA placement.

frontendagentsconversiontestingcolaberry

ali@colaberry.com

rate-limited-browser-poster-agent Colaberry vetted ✓ Colaberry Inc approved

Browser-automation worker that posts approved drafts to a target platform with built-in anti-detection: randomized human-like delays between actions, hard daily post cap enforced via timezone-aware SQ

playwright-posteranti-detectiondaily-rate-captimezone-awareapproved-only-gatecolaberry

ali@colaberry.com

cory-strategic-agent Colaberry vetted ✓ Colaberry Inc approved

On-demand strategic planning agent for Cory briefing engine. Translates natural language commands into structured tickets with sub-tasks. Operates under command intent: plan_curriculum, fix_platform,

strategic-planningagentautonomycolaberry

ali@colaberry.com

dependency-security-agent Colaberry vetted ✓ Colaberry Inc approved

Runs `npm audit --json` against each package.json under the repo (backend, frontend, etc.), aggregates critical/high/moderate/low counts, captures up to 15 advisories per project with module name + ad

securitysupply-chaincvenpm-auditdetective-agentcolaberry

ali@colaberry.com

openclaw-infra-monitor-agent Colaberry vetted ✓ Colaberry Inc approved

Browser-session health monitor + self-healer. Watches every OpenclawSession row, detects captcha blocks (auto-pauses all platform tasks), counts recent errors (>5 in 1h triggers session restart if aut

openclawinfra-monitorself-healcaptcha-detectionsession-healthcolaberry

ali@colaberry.com

proactive-outreach-flagger-agent Colaberry vetted ✓ Colaberry Inc approved

Scheduled flagger that watches the IntentScore table for visitors crossing a configurable threshold (default score >= 60) and sets a proactive_chat_pending flag on the visitor record so the frontend c

proactive-outreachintent-drivenui-handoffflag-basedcolaberry

ali@colaberry.com

openclaw-conversion-detection-agent Colaberry vetted ✓ Colaberry Inc approved

Stage-5-to-stage-6 conversion detector. Finds active conversations at stage 5 (interest expressed), checks ResponseQueue for a call/link offer, looks for positive response in the engagement chain, adv

openclawconversionpipelineattributionstage-advancementcolaberry

ali@colaberry.com

ux-ui-validation-agent Colaberry vetted ✓ Colaberry Inc approved

Read-only agent that validates pages against UX/UI design rules using a blueprint validator service. Produces detailed reports with per-check confidence levels.

frontendagentsvalidationux-uicolaberry

ali@colaberry.com

notification-question-classifier-agent Colaberry vetted ✓ Colaberry Inc approved

Heuristic classifier that scans community notification feeds and DM inboxes for messages worth replying to. Uses two pattern lists - QUESTION_INDICATORS (question marks plus 'how do', 'what is', 'can

question-detectionreaction-filterai-loop-preventiondeterministic-classifierinbox-triagecolaberry

ali@colaberry.com

ai-safety-monitor-agent Colaberry vetted ✓ Colaberry Inc approved

Scans the last 5 minutes of inbound chat messages (role=visitor|user) for prompt-injection and jailbreak patterns across 10 curated categories: system-prompt override, role impersonation, system-messa

ai-safetyprompt-injectionjailbreak-detectionchat-monitoringdetective-agentcolaberry

ali@colaberry.com

conversation-task-monitor-agent Colaberry vetted ✓ Colaberry Inc approved

Regex-pattern scanner that detects actionable requests inside active live-chat conversations (callback, document send, email me, text me, schedule a call) and materializes them as pending action recor

task-detectionregex-routingchat-to-actionidempotentcolaberry

ali@colaberry.com

agent-behavior-monitor-agent Colaberry vetted ✓ Colaberry Inc approved

Meta-agent that watches the AI agent fleet itself. Detects (1) stuck agents (status=running for >15min), (2) error spikes (>=5 failed runs in last hour), (3) duration anomalies (last run >3x rolling-a

agent-opsmeta-monitoringanomaly-detectionfleet-healthstall-detectioncolaberry

ali@colaberry.com

access-control-guardian-agent Colaberry vetted ✓ Colaberry Inc approved

Walks backend Express routes and detects access-control gaps: admin-prefixed routes missing requireAdmin middleware, mutating routes (POST/PUT/PATCH/DELETE) missing any auth guard, and missing Helmet

securityauthzrbac-auditexpressmiddleware-auditcolaberry

ali@colaberry.com

openclaw-follow-up-agent Colaberry vetted ✓ Colaberry Inc approved

Stale-conversation revival agent. Targets conversations with stall_detected_at IS NOT NULL at stage >= 2 and priority_tier in (hot, warm). Generates stage-aware follow-up drafts via GPT-4o, validates

openclawfollow-upstale-revivalstage-awaredraft-onlycolaberry

ali@colaberry.com

openclaw-browser-worker-agent Colaberry vetted ✓ Colaberry Inc approved

Multi-strategy posting worker that processes approved OpenclawResponses through a layered fallback: API posting → Playwright browser automation → retry with backoff → human queue. Enforces HUMAN_EXECU

openclawposting-workerfallback-chainbrowser-automationrate-limitingcolaberry

ali@colaberry.com

high-intent-corporate-lead-classifier-agent Colaberry vetted ✓ Colaberry Inc approved

Scheduled scanner that promotes ambiguous visitors to 'enterprise' classification when corporate-email-domain + engagement-depth + interest-signal criteria all line up. Uses an explicit FREE_EMAIL_PRO

lead-scoringclassificationenterprise-detectioncorporate-emailcolaberry

ali@colaberry.com

openclaw-supervisor-agent Colaberry vetted ✓ Colaberry Inc approved

Task-queue supervisor that watches OpenclawTask + OpenclawSession state. Cancels tasks stuck in 'running' beyond threshold (auto-retry up to max_retries, then fail), enforces per-platform rate budgets

openclawsupervisortask-queuestuck-detectionrate-budgetscolaberry

ali@colaberry.com

openclaw-response-orchestrator-agent Colaberry vetted ✓ Colaberry Inc approved

Conversation-aware reply-generation agent. For each new EngagementEvent above intent threshold, rebuilds full conversation context (original signal + our prior response + their reply chain), detects c

openclaworchestratorconversation-stagellmfollow-upcolaberry

ali@colaberry.com

strategy-architect-agent Colaberry vetted ✓ Colaberry Inc approved

Parameterized strategic-planning agent that runs a per-department cycle: (1) evaluates department health + innovation scores, (2) loads existing planned/active initiatives to suppress duplicates, (3)

strategyllm-planninginitiative-creationparameterized-agentgpt-4ohybrid-rule-llmcolaberry

ali@colaberry.com

openclaw-content-response-agent Colaberry vetted ✓ Colaberry Inc approved

Generates platform-appropriate insight-only social replies for queued signals using GPT-4o with template fallback. Per-response unique marketing tag (oc-{platform}-{8hex}) generates a tracked URL for

agentcontent-generationmulti-platformattributionoutboundcolaberry

ali@colaberry.com

community-signal-detection-agent Colaberry vetted ✓ Colaberry Inc approved

Playwright-driven scanner that crawls a closed online community (Skool/Discord/Circle), navigates per-category, extracts posts via DOM-stable link detection (resilient to styled-components hash churn)

community-listeningplaywrightsignal-detectionqueue-producersocial-monitoringcolaberry

ali@colaberry.com

skool-quality-gate-agent Colaberry vetted ✓ Colaberry Inc approved

Pure deterministic validation of draft Skool responses. No LLM calls. Checks length, banned words, URL compliance, content quality, duplicate detection, sign-off presence, urgency language, case-study

skoolquality-gategovernancedeterministiccolaberry

ali@colaberry.com

security-director-agent Colaberry vetted ✓ Colaberry Inc approved

Coordinator (not detective) that runs every 10 minutes to roll up the security department: gathers recent DepartmentEvents (threats, alerts, scans), counts open and critical security tickets, audits s

securitycoordinator-agentfleet-orchestrationrollupself-healing-ticketscolaberry

ali@colaberry.com

marketing-strategy-agent Colaberry vetted ✓ Colaberry Inc approved

Specialized agent that evaluates marketing strategy alignment on pages. Part of the agent orchestration system and contributes validation results to cross-project marketing blueprint compliance.

frontendagentsmarketingvalidationcolaberry

ali@colaberry.com

agent-orchestrator Colaberry vetted ✓ Colaberry Inc approved

Multi-agent orchestration framework that coordinates specialized agents (UX/UI, marketing, conversion testing) and synthesizes their findings into a unified report with confidence scoring and blueprin

frontendagentsvalidationorchestrationcolaberry

ali@colaberry.com

admissions-intent-detection-agent Colaberry vetted ✓ Colaberry Inc approved

Applies admissions-specific intent thresholds to IntentScore records and updates recommended_next_action on AdmissionsMemory. Runs every 10 minutes. Thresholds: enrollment_ready (80), high_intent (60)

admissionsintent-detectionscoringroutingcolaberry

ali@colaberry.com

openclaw-authority-content-agent Colaberry vetted ✓ Colaberry Inc approved

Scheduled (daily 8am UTC) authority/thought-leadership content generator. Pulls last 48h of high-signal social activity, groups by topic tag, picks top trending topics, queries OpenclawLearning for be

agentscheduledauthoritylong-formsignal-synthesiscolaberry

ali@colaberry.com

openclaw-conversation-detection-agent Colaberry vetted ✓ Colaberry Inc approved

Deterministic scoring + queueing agent that takes 'discovered' OpenclawSignal rows and assigns three scores (relevance, engagement, risk). Above relevance + engagement thresholds AND below risk thresh

openclawscoringtriagequeue-gatingcolaberry

ali@colaberry.com

agent-attribution-classifier-llm Colaberry vetted ✓ Colaberry Inc approved

Autonomous classifier mapping backend services to business capabilities. Runs after each brownfield discovery scan. For each (capability, candidate agent) pair, calls gpt-4o-mini to rate confidence. C

classificationagentautonomycolaberry

ali@colaberry.com

openclaw-engagement-monitor-agent Colaberry vetted ✓ Colaberry Inc approved

Engagement polling agent that scans every posted OpenclawResponse + AuthorityContent URL for new comments/replies on the source platform. Normalizes engagement events, dedupes by source_url+response_i

openclawengagement-trackingpollingmonitorcolaberry

ali@colaberry.com

openclaw-quality-gate-agent Colaberry vetted ✓ Colaberry Inc approved

AI-powered review agent that gates draft responses before posting. Deterministic scoring 0-100 based on length (120-2000 chars), banned phrase regex (DM-bait, promotional), link density (max 2), em-da

agentquality-gatedeterministic-scoringregeneration-loopcolaberry

ali@colaberry.com

conversation-goal-planner-agent Colaberry vetted ✓ Colaberry Inc approved

Deterministic planner that selects a conversation goal and messaging strategy for any visitor based on stored visitor_type, intent level, prior conversation count, and known interests. Returns one of:

conversation-planningpersonalizationgoal-selectiondeterministic-routingcolaberry

ali@colaberry.com

vip-recognition-agent Colaberry vetted ✓ Colaberry Inc approved

Event-driven or batch agent that detects when a visitor's linked lead matches a VIP/CEO pattern, promotes the visitor classification accordingly, and emits a recognition event so downstream agents can

vip-detectionabmidentity-classificationevent-drivencolaberry

ali@colaberry.com