# OpenGTM Signal Reel

Canonical URL: https://opengtm.co.uk/signal-reel

> A finite projection of published Signal Reel editions. Source posts are point-in-time inputs; OpenGTM discussion notes, claims, citations, and caveats are editorial context rather than provider endorsements.

# Edition 01: Open-source GTM systems

Edition: 2026-08-02-open-source-gtm-systems
Published: 2026-08-02
Editor: [Oliver Longhurst](https://www.linkedin.com/in/oliver-longhurst)

## Edition caveats and limitations

- These source-led signals describe public projects and practitioner discussions; they do not establish production fitness, vendor parity, or independently verified outcomes.

## 1. An open multi-agent architecture moves GTM beyond linear workflows

Signal ID: synapseoss-multi-agent-gtm
Platform: LinkedIn
Source: [Abdul Fatir Aziz](https://www.linkedin.com/posts/abdulfatiraziz_revops-gtm-ai-activity-7462105121057886208-ePJQ)
Source published: 2026-05-18
Source checked: 2026-08-02
Editor: [Oliver Longhurst](https://www.linkedin.com/in/oliver-longhurst)

### Discussion in brief

The discussion presents SynapseOSS as a configurable group of specialised GTM agents with shared memory and explicit human approval for high-stakes actions. It contrasts that architecture with fixed automation and single-agent workflow steps.

### Signal claims

- SynapseOSS presents a configurable group of specialised GTM agents with shared memory and explicit human approval for high-stakes actions.

### Signal caveats and limitations

- The cited post is project-authored material; OpenGTM has not independently validated production performance or commercial outcomes.

### Signal citations

1. [SynapseOSS multi-agent GTM discussion](https://www.linkedin.com/posts/abdulfatiraziz_revops-gtm-ai-activity-7462105121057886208-ePJQ) — Abdul Fatir Aziz on LinkedIn

Related tools: SynapseOSS, Gemini, Vertex AI
Related topics: agent orchestration, human approval, GTM systems

## 2. Reusable agent skills are being treated as production workflow assets

Signal ID: refly-production-agent-skills
Platform: X
Source: [Tom Huang (@tuturetom)](https://x.com/tuturetom/status/2018342556627612143)
Source published: 2026-02-02
Source checked: 2026-08-02
Editor: [Oliver Longhurst](https://www.linkedin.com/in/oliver-longhurst)

### Discussion in brief

The post announces an open collection of agent skills intended to run across Refly and coding-agent environments. The emphasis is on reusable, deployable workflows rather than one-off demonstrations.

### Signal claims

- Refly's public collection presents reusable agent skills intended to run across Refly and coding-agent environments.

### Signal caveats and limitations

- The announcement demonstrates availability, not reliability, security, or interoperability across every named environment.

### Signal citations

1. [Production agent skills announcement](https://x.com/tuturetom/status/2018342556627612143) — Tom Huang on X

Related tools: Refly, Claude Code, OpenCode
Related topics: agent skills, workflow reuse, open tooling

## 3. A configurable signal stack opens the scoring model to practitioner review

Signal ID: signalforce-prospecting-stack
Platform: Reddit
Source: [u/sami2919 in r/gtmengineering](https://www.reddit.com/r/gtmengineering/comments/1rxmpqm/i_opensourced_my_signalbased_prospecting_stack/)
Source published: 2026-03-19
Source checked: 2026-08-02
Editor: [Oliver Longhurst](https://www.linkedin.com/in/oliver-longhurst)

### Discussion in brief

A practitioner shares Claude Code skills and n8n workflows for collecting and scoring account signals. Replies focus on weighting, decay, explainability, and the practical limits introduced by paid enrichment and sequencing services.

### Signal claims

- SignalForce shares Claude Code skills and n8n workflows for collecting and scoring account signals.

### Signal caveats and limitations

- The public discussion identifies unresolved weighting, decay, enrichment-cost, and sequencing dependencies.

### Signal citations

1. [Open-sourced signal-based prospecting stack](https://www.reddit.com/r/gtmengineering/comments/1rxmpqm/i_opensourced_my_signalbased_prospecting_stack/) — u/sami2919 in r/gtmengineering

Related tools: SignalForce, Claude Code, n8n
Related topics: signal scoring, prospecting, workflow transparency

You're caught up with Edition 01: Open-source GTM systems.