Hindsight

Hindsight: Agent Memory That Learns

Memory & Knowledge Python Grade C Listed MIT
Listing state
Listed
HVTrust
51.3/100 · Grade C
Last push
2026-06-17 · 0d ago
Recent change
New

Quick Trust Read

Verdict
Thin or incomplete trust evidence. Review carefully before production use.
51.3/100 · Grade C
Strongest Signal
Identity / Provenance
18.0/18
Weakest Signal
Safety / Integrity
11.8/25
What Would Improve It
Add or improve OSSF Scorecard coverage so safety checks are easier to verify.
Recent Changes
2026-06-17
Newly Listed
First tracked at rank #149
Maintainer Checklist
Add Scorecard coverage Expose the repository to OpenSSF Scorecard checks so supply-chain posture is easier to verify.
89.1
Activity Score · out of 100
51.3
HVTrust Score · out of 100
#149
Global Rank · of 228
#21

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade C reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Full methodology →

Signals refreshed 2026-06-17 22:18 UTC · Repo last pushed today

Activity & Reach

Stars
16.5k
Forks
947
Last Push
2026-06-17
today
Commits (4 wk)
450
Downloads (7d)
HN mentions (30d)
1
Open Issues
44
Rank Change
NEW

Analysis

HVTrust Dimensions

51.3 / 100 · 75.0% confidence
Safety / IntegrityOSSF, provenance, signatures
11.8 / 25
Identity / ProvenanceListing and build link
18.0 / 18
TransparencyLicense and public checks
8.5 / 17
MaintenanceFreshness and commits
20.0 / 20
AdoptionStars and downloads
10.1 / 20

Activity Inputs

89.1 / 100
StarsRepository reach
25.3 / 30
FreshnessLast push recency
25.0 / 25
ActivityRecent commits
25 / 25
CommunityFork signal
13.8 / 20

Supply Chain Trust

Package Provenance
Verified
pypi attestation
OSSF Scorecard
Not available
Signed Commits
86%
of last 100 commits verified

Is Hindsight safe?

Public trust evidence for Hindsight 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 Hindsight publish package provenance?
Yes. Hindsight's package releases carry build provenance attestations, which cryptographically link the published package back to its source repository and CI workflow.
Does Hindsight have an OpenSSF Scorecard?
No OpenSSF Scorecard data is currently published for Hindsight. 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 Hindsight actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does Hindsight use?
Hindsight ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Hindsight's commits signed?
86% of the last 100 commits to Hindsight 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

Profile context only

HVTrust currently ranks supply-chain and project-integrity trust only. This public view shows a compact AI-agent surface snapshot from repo docs and manifests. These fields are descriptive context and do not affect the production HVTrust rank. An experimental local preview remains available in Score Lab →, and the policy boundary is tracked on the roadmap →

MCP Server Support
medium confidence
Declared
MCP support appears present, but direct server implementation is less certain.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
4 detected
Public provider/service dependencies detected.
  • Anthropic
  • Google Gemini
  • OpenAI
  • Postgres
Credential signal: API keys or service config markers documented.
Tool / Plugin Surface
high confidence
Declared
Declared plugin/integration surface detected.
  • code
  • search
Detailed evidence is not shown in the public view.
Package Provenance Drift
low confidence
Unknown
Package source metadata is missing or inconclusive
Detailed evidence is not shown in the public view.
  • MCP signal live
  • External deps live
  • Tool / plugin surface live
  • Package provenance drift live

Maintain Hindsight?

HVTrust scores Hindsight 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

Listed 1
2026-06-17
Newly Listed
First tracked at rank #149

Embed Badge Badge guide for maintainers →

HVTrust 51.3 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/hindsight.svg)](https://hvtracker.net/agents/hindsight)
HTML:
<a href="https://hvtracker.net/agents/hindsight"><img src="https://hvtracker.net/badge/hindsight.svg" alt="HVTrust"></a>

Other agents in Memory & Knowledge

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance) · Algolia HN Search API
Each agent's signals refresh once daily across 6 staggered batches. Methodology v3.2 · Raw JSON