sf-smartwatch
No liveness check has reached it yet; it is registered on GitHub and PyPI and has been in the index since 14 Oct 2026. How this is checked
sf-smartwatch is an open-source monitoring tool for multi-agent systems. It measures communication density between agents, raises graded oversight alerts, and can propose or issue resets when coordination becomes difficult to manage.
Inferred · not functionally tested
Overview
6 featuresPurpose: Preventing multi-agent systems from becoming too tightly coupled for humans to oversee.
Inferred · not functionally tested
Audience: developers and operators of multi-agent systems
Inferred · not functionally tested
Functions: monitoring, agents
Inferred · not functionally tested
Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)
Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: CLI · deployment: cli, self_hosted
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: pypi.org · github.com. These links do not verify the individual claims.
sf-smartwatch is an Agent monitoring & governance project. Inferred · not functionally tested: It focuses on preventing multi-agent systems from becoming too tightly coupled for humans to oversee. Inferred · not functionally tested: It is built as an open-source project for developers and operators of multi-agent systems. Basis unknown · not verified: The project is open source (Apache-2.0). Basis unknown · not verified: It runs on the command line, and it can be self-hosted.
Behind sf-smartwatch is SmartTasksOrg, and it first shipped in 2026. Development happens publicly on GitHub with 1 commit in the last 90 days. Inferred · not functionally tested: Among its 6 catalogued features are coupling monitoring, agent communication analysis, and graded alerts.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- Coupling monitoring
- Agent communication analysis
- Graded alerts
- Oversight thresholds
- Reset proposals
- Coordination resets
Topics: Inferred · not functionally tested
Built with & integrations
- Claude Code
- commit 6d0617ce7a85 · since Oct 2026
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed14 Oct · 11:56 UTCsf-smartwatch seen via PyPI Bulk EnumeratorSource: PyPI Bulk Enumerator · Open
Frequently asked questions about sf-smartwatch
- What is sf-smartwatch?
- Inferred · not functionally tested: Sf-smartwatch focuses on preventing multi-agent systems from becoming too tightly coupled for humans to oversee. It is catalogued under Agent monitoring & governance on PulseGate.
- Who should use sf-smartwatch?
- Inferred · not functionally tested: sf-smartwatch is an open-source project built for developers and operators of multi-agent systems.
- Does sf-smartwatch have a free plan?
- Basis unknown · not verified: Yes — sf-smartwatch is open source under the Apache-2.0 license and free to use.
- What platforms does sf-smartwatch run on?
- Basis unknown · not verified: sf-smartwatch runs on the command line. It can also be self-hosted.
- Is sf-smartwatch still maintained?
- The GitHub repository shows 1 commit in the last 90 days.
- What projects are similar to sf-smartwatch?
- Similar projects tracked by PulseGate include consequa-x, OpenController, and Problems.consequa-xOpenControllerProblems
- Who makes sf-smartwatch?
- sf-smartwatch is developed by SmartTasksOrg.
- How long has sf-smartwatch been around?
- sf-smartwatch first shipped in 2026.
Also in Agent monitoring & governance
Same category — not a similarity match