Agent Claude Code
Score accounts/users for churn risk from behavioural signals, build a survival-curve forecast, segment at-risk cohorts, and recommend save plays per segment. Use the timpschurnpredictor MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Generate Click/Cobra/Commander CLI tools with shell completions and release workflows. Use the timpsclitoolagent MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Scan Terraform configs for waste (over-provisioned instances, missing deletion protection) and check AWS CLI for idle resources. Use the timpscloudcostauditor MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Analyse git history to build an AST import graph, risk map, and tribal knowledge document. Use the timpscodearchaeology MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Write a 5-7 step cold-outreach email sequence for a persona + offer, with subject A/B variants, social proof, objection handling, and a reply-promise CTA. Spam-safe. Use the timpscoldemailsequencewriter MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Monitor competitors for pricing changes, new features, job postings, and public sentiment. Returns a competitive intelligence brief. Use the timpscompetitortracker MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Map a codebase + infra config against SOC 2 / ISO 27001 / HIPAA / PCI-DSS / GDPR controls; produce an evidence pack and gap report. Use the timpscomplianceauditor MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Plan a GUI / computer-use task and emit OS-specific step scripts (cliclick / xdotool / PowerShell) with safety approval gates. Pairs with the runtime computeruse tools. Use the timpscomputeruseagent MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Auto-configure TIMPS Swarm as an MCP server in every AI coding tool installed on this machine (Cursor, Windsurf, GitHub Copilot, Cline, Continue, Aider, Goose, OpenCode, Gemini CLI, and more). Use --dry-run to preview what would change. Use the timpsconnecttools MCP tool to perform this task. Do not answer directly …
Agent Claude Code
Scan a container image / Dockerfile for CVEs, misconfigurations, and supply-chain risk. Wraps trivy/grype/syft when present; falls back to static analysis of the Dockerfile. Use the timpscontainerimagescanner MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Transform a long-form technical post into multiple short-form formats: tweet thread, LinkedIn post, changelog entry, docs blurb, and HN title. Use the timpscontentmultiplier MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Get a 3-sentence resumption briefing from the Context Keeper: what you were working on, current state (uncommitted changes, broken tests), and recommended next step. Use when the user says 'what was I doing' or 'catch me up'. Use the timpscontextbriefing MCP tool to perform this task. Do not answer directly — delegate…
Agent Claude Code
Analyse current work context: active apps, estimated browser tabs, current git branch and recent commits. Identifies distraction apps and generates a focus-mode script to quit them. Use the timpscontextswitcher MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Review a contract (MSA, NDA, SaaS, vendor agreement) for red-flags: indemnification, liability caps, IP, data, termination, SLAs. Returns a clause-by-clause scorecard and a redline. Use the timpscontractreviewer MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Estimate monthly/annual cloud cost for an architecture and generate a prioritised list of savings optimisations. Use the timpscostoptimizer MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Summarise a court judgment / order: bench, facts, issues, holdings, reasoning, ratio, and citations in a structured brief. For legal research, not legal advice. Use the timpscourtcasesummarizer MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Design dbt/Airflow/Prefect/Dagster ETL/ELT pipelines with monitoring and lineage. Use the timpsdatapipeline MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Clean and normalise messy data: CSV, JSON, PDF extracts, copy-pasted tables. Returns cleaned records, a quality score, and SQL insert hint. Use the timpsdatawrangler MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Validate and clean ML training datasets; generate data cards and quality reports. Use the timpsdatasetagent MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
DB Agent — schema design, query optimisation, and migration scripts. Given a description of your data model it produces: CREATE TABLE SQL, an ER diagram in Mermaid, index recommendations, a migration script (Alembic / Flyway / raw SQL), and query templates. Pairs with the sqlinjection LoRA for secure query generation.…
Agent Claude Code
Plan a zero-downtime database migration: expand-contract phases, backfill scripts, dual-write strategy, kill-switches, rollback plan. Use the timpsdbmigrationpilot MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Multi-hop, multi-source research planner: decomposes a query, runs parallel web searches, cross-references, and returns a sourced report with [N] citations and a bottom-line answer. Use the timpsdeepresearchagent MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Delegate a multi-step goal to the TIMPS Agent Kernel. The kernel plans, routes to specialist agents, and returns a structured result. Use for complex goals like 'fix the auth bug and ensure 80% test coverage'. Use the timpsdelegate MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.
Agent Claude Code
Produce a SKU/location-level demand forecast with seasonality, promotions, and trend. Returns intervals, backtest MAPE/MASE, and an ordering recommendation. Use the timpsdemandforecaster MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.