OpenSSA

OpenSSA: Small Specialist Agents based on Domain-Aware Neurosymbolic Agent (DANA) architecture for industrial problem-so

Agent Frameworks Python Grade D Listed NOASSERTION
Compare → Suggest correction
Listing state
Listed
HVTrust
41.4/100 · Grade D
Evidence coverage
Grade A · 4/5 signals
Last push
2025-08-14 · 331d ago
Recent change
Provider Removed

Is OpenSSA safe? OpenSSA scores 41.4/100 (Grade D), ranked #277 of 328 tracked open-source AI agent projects, on evidence coverage A (4 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 4.0/10; 42% of recent commits are signed; last pushed 2025-08-14. Every point is earned from checkable signals — never paid placement. How scoring works →

Quick Trust Read

Verdict
Thin or incomplete trust evidence. Review carefully before production use.
41.4/100 · Grade D
Strongest Signal
Transparency
11.9/17
Weakest Signal
Maintenance
0/20
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-07-04
Provider Removed
Runtime surface shrank — no longer detected: Azure OpenAI
2026-06-24
Rank Moved
Rank dropped 36 spots (#259 → #295)
2026-06-23
Rank Moved
Rank dropped 22 spots (#237 → #259)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 4.0/10. Tighten the weakest checks to improve public safety evidence.
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 331 days ago. Fresh activity helps separate stable projects from stale ones.
23.4
Activity Score · out of 100
41.4
HVTrust Score · out of 100
#277
Global Rank · of 328
#67

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 A is separate — it grades how many independent signal types back the score (4 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-07-11 04:00 UTC · Repo last pushed 331 days ago — may be stale

Rank Trend

2026-07-05 2026-07-11

Activity & Reach

Stars
345
Forks
58
Last Push
2025-08-14
331 days ago
Commits (4 wk)
0
Downloads (7d)
13
pypi
HN mentions (30d)
71
Open Issues
10
Rank Change
=
was #277

Analysis

HVTrust Dimensions

41.4 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
7.1 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
11.9 / 17
MaintenanceFreshness and commits
0.0 / 20
AdoptionStars and downloads
7.6 / 20

Activity Inputs

23.4 / 100
StarsRepository reach
15.2 / 30
FreshnessLast push recency
0.0 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
8.2 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
4.0 / 10
OpenSSF Scorecard · scanned Jul 10, 2026
Signed Commits
42%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 6
CI-Tests 10
CII-Best-Practices 0
Code-Review 10
Contributors 10
Dangerous-Workflow 10
Dependency-Update-Tool 0
Fuzzing 0
License 9
Maintained 0
Packaging -1
Pinned-Dependencies 0
SAST 0
Security-Policy 0
Signed-Releases -1
Token-Permissions 0
Vulnerabilities 0

Is OpenSSA safe?

Public trust evidence for OpenSSA 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 OpenSSA publish package provenance?
No published build provenance is currently detected for OpenSSA. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does OpenSSA have an OpenSSF Scorecard?
OpenSSA has an OpenSSF Scorecard score of 4.0/10. The Scorecard checks for branch protection, signed releases, dependency updates, fuzzing, code review, and other supply-chain hygiene items. See the full check breakdown on this page.
Is OpenSSA actively maintained?
Stale. The repository has not been pushed to in 331 days. Consider whether the project is still being maintained.
What license does OpenSSA use?
OpenSSA ships under NOASSERTION. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are OpenSSA's commits signed?
42% of the last 100 commits to OpenSSA 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.

Ranked neighbours in Agent Frameworks

AI agent 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
medium confidence
1 detected
Public provider/service dependencies detected.
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
None detected
No clear plugin system or broad tool surface detected.
Detailed evidence is not shown in the public view.
Package Provenance Drift
high confidence
Match
Published package metadata matches the tracked repo
Detailed evidence is not shown in the public view.
  • MCP signal live
  • External deps live
  • Tool / plugin surface live
  • Package provenance drift live
How this surface has changed

Detected changes to OpenSSA's runtime surface and supply-chain posture, from daily public-signal snapshots. A change here means our detectors see something different — a genuinely changed capability, or better evidence of an existing one.

2026-07-04
Provider Removed
Runtime surface shrank — no longer detected: Azure OpenAI
2026-06-05
Provider Added
Runtime surface grew — new detected provider dependencies: Azure OpenAI, OpenAI

Maintain OpenSSA?

HVTrust scores OpenSSA 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.

Reputation Timeline

Rank 7Listed 1Grade 1Scorecard 1HVTrust 1Surface 1Surface 1
2026-07-04
Provider Removed
Runtime surface shrank — no longer detected: Azure OpenAI
2026-06-24
Rank Moved
Rank dropped 36 spots (#259 → #295)
2026-06-23
Rank Moved
Rank dropped 22 spots (#237 → #259)
2026-06-21
Rank Moved
Rank dropped 13 spots (#218 → #231)
2026-06-10
Rank Moved
Rank dropped 10 spots (#187 → #197)
2026-06-08
Rank Moved
Rank dropped 10 spots (#181 → #191)
2026-06-05
Provider Added
Runtime surface grew — new detected provider dependencies: Azure OpenAI, OpenAI
2026-06-02
Rank Moved
Rank dropped 15 spots (#164 → #179)
2026-06-01
Rank Moved
Rank dropped 19 spots (#145 → #164)
2026-05-29
HVTrust Changed
HVTrust up 10.0pts (28.0 → 38.0)
2026-05-27
Scorecard Added
OSSF Scorecard: 4.0/10
2026-05-27
Grade Changed
Trust grade C → B
2026-05-25
Newly Listed
First tracked at rank #168

Embed Badge Badge guide for maintainers →

HVTrust 41.4 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/openssa.svg)](https://hvtracker.net/agents/openssa)
HTML:
<a href="https://hvtracker.net/agents/openssa"><img src="https://hvtracker.net/badge/openssa.svg" alt="HVTrust"></a>

Other agents in Agent Frameworks

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance) · OpenSSF Scorecard CLI · Algolia HN Search API
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.2 · Raw JSON