updated 2026-08-04 02:30 UTC

harmonist

GammaLabTechnologies/harmonist

Portable AI agent orchestration with mechanical protocol enforcement. 186 agents, zero runtime dependencies.

Agent Frameworks Python Grade D Listed MIT
17.3/100
Rank #460 of 468
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Thin or incomplete trust evidence. Review carefully before production use.

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Listing state
Listed
Evidence coverage
Grade D · 1/5 signals
Last push
2026-06-09 · 56d ago
Recent change
New

Is harmonist safe? harmonist scores 17.3/100 (Grade D), ranked #460 of 468 tracked open-source AI agent projects, on evidence coverage D (1 of 5 independent signal types). The public evidence: no package-provenance attestation found; no OSSF Scorecard result yet; recent commits are unsigned; last pushed 2026-06-09. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in Agent Frameworks

#99 OpenManus — 19.0 (D) → #100 omniclaw — 18.5 (D) → #102 cashclaw — 13.6 (D) → #103 daydreams — 12.3 (D) →

Quick Trust Read

What Would Improve It
Add or improve OSSF Scorecard coverage so safety checks are easier to verify.
Recent Changes
2026-08-03
Newly Listed
First tracked at rank #460
Maintainer Checklist
Add Scorecard coverage Expose the repository to OpenSSF Scorecard checks so supply-chain posture is easier to verify.
Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.
Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.
Refresh maintenance signals The repo was last pushed 56 days ago. Fresh activity helps separate stable projects from stale ones.
Compare with another agent Get email alerts for harmonist View Agent Frameworks Report missing data
48.7
Activity sub-score · out of 100
#101
In Agent Frameworks

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade D reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage D is separate — it grades how many independent signal types back the score (1 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-08-04 02:30 UTC · Repo last pushed 56 days ago

Rank Trend

2026-08-03 2026-08-04

Activity & Reach

Stars
2.4k
Forks
227
Last Push
2026-06-09
56 days ago
Commits (4 wk)
0
Downloads (7d)
—
HN mentions (30d)
—
Open Issues
0
Rank Change
=
was #460

Analysis

HVTrust Dimensions vs Agent Frameworks

17.3 / 100 · 50.0% confidence

harmonist Agent Frameworks average (103 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
0 / 25
9.0 below avg 9.0
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
0.9 below avg 11.7
Transparency50% declared license · 50% OSSF Scorecard
8.5 / 17
3.5 below avg 12.0
Maintenance60% last-push freshness · 40% commit activity
8.3 / 20
6.3 below avg 14.6
AdoptionLog-scaled stars · package downloads
8.1 / 20
3.8 below avg 11.9

Activity Inputs

48.7 / 100
StarsRepository reach
20.3 / 30
FreshnessLast push recency
17.2 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
11.0 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
—
Not available
Signed Commits
0%
of last 100 commits verified

Is harmonist safe?

Public trust evidence for harmonist is thin: several supply-chain signals are missing or weak. This does not mean the project is unsafe — it means an outside observer cannot easily verify the usual integrity checks. Treat with extra scrutiny.
Does harmonist publish package provenance?
No published build provenance is currently detected for harmonist. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does harmonist have an OpenSSF Scorecard?
No OpenSSF Scorecard data is currently published for harmonist. Maintainers can enable the Scorecard GitHub Action to get a public score; without it, automated supply-chain hygiene is harder for outsiders to verify.
Is harmonist actively maintained?
Slowing down. Last push was 56 days ago — keep an eye on whether activity resumes.
What license does harmonist use?
harmonist ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are harmonist's commits signed?
0% of the last 100 commits to harmonist are verified-signed (GPG, SSH, S/MIME, or GitHub's signing flow). Signed commits help confirm that code was authored by who the commit claims.

Not a safety endorsement. HVTracker describes what public signals show, not whether a project is safe for your use case. Run your own security review before adopting in production.

AI agent surface

MCP, providers, tool surface
Scored in HVTrust

These runtime-trust fields — detected from public repo docs and manifests — contribute a bounded adjustment to this project's HVTrust score alongside supply-chain evidence. The exact values each field can add or subtract are documented in the methodology → Compare this surface across every listed agent in the capability matrix →

MCP Server Support
None detected
No MCP server signal detected.
Detailed evidence is not shown in the public view.
External Service Dependencies
None detected
No clear third-party provider dependency detected.
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
medium confidence
Extensions
Extension based plugin/integration surface detected.
Detailed evidence is not shown in the public view.
Package Provenance Drift
N/A
No package source configured
Detailed evidence is not shown in the public view.
  • MCP signal live
  • External deps live
  • Tool / plugin surface live
  • Package provenance drift live

Maintain harmonist?

For maintainers

HVTrust scores harmonist from public signals only — we never contact maintainers first. If a signal is wrong, stale, or missing (provenance you publish, a Scorecard you run, signed releases), tell us and we'll review it. Corrections are public and tracked on GitHub.

Submit a correction → Add the trust badge

Reputation Timeline

Signal history
Listed 1
2026-08-03
Newly Listed
First tracked at rank #460
GitHub →

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 17.3 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/harmonist.svg)](https://hvtracker.net/agents/harmonist)
HTML:
<a href="https://hvtracker.net/agents/harmonist"><img src="https://hvtracker.net/badge/harmonist.svg" alt="HVTrust"></a>

Other agents in Agent Frameworks

Data sources
GitHub REST API (repo, commits, stars, forks, license)
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.2 · Raw JSON