Is MisakaNet safe to use?

MisakaNet has an HVTrust score of 86.7/100 (Grade A), ranked #7 of 371 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for MisakaNet?

MisakaNet scores 86.7/100 on HVTracker's evidence-weighted HVTrust scale. It has 526 GitHub stars and is categorized under Agent Skills.

MisakaNet

Repository

Website

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. | https://misakanet.org

Agent Skills Python Listed Apache-2.0

Is MisakaNet safe? Strong public trust posture, backed by multiple independent signals.

OSSF Scorecard 6.2 / 10

Provenance Attested

Signed commits 100%

Last push today

Advisories None known

Compare MisakaNet

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In detail: MisakaNet scores 86.7/100 (Grade A), ranked #7 of 371 tracked open-source AI agent projects, on evidence coverage B (3 of 5 independent signal types). The public evidence: its packages ship with cryptographic provenance; OSSF Scorecard rates its supply-chain practices 6.2/10; 100% of recent commits are signed; no published advisory affects its latest release (misakanet); last pushed 2026-10-10. Every point is earned from checkable signals — never paid placement. How scoring works →

How MisakaNet could raise its score

Each line changes one public signal and recomputes with the live scoring function. The gains don't add up exactly, because the score is capped near the top.

Raise the OSSF Scorecard from 6.2 to 9.0lowest checks: CII-Best-Practices 0, Code-Review 0, Fuzzing 0 +4.1 → 90.8 A · #2 of 371

Already done? Suggest a correction Add the trust badge

Chain of custody

Scanners check what the code says. This traces who ships MisakaNet and whether that has changed: from the source repository, through how changes are reviewed and released, to the package you install. These are the checks for OWASP ASI04 Agentic Supply Chain Vulnerabilities and, for skills, AST02 Supply Chain Compromise.

Source Signed

github.com/Ikalus1988/MisakaNet, Apache-2.0, last pushed 2026-10-10. 100% of the last 100 commits carry a verified signature, so changes trace to a verified account.
Review and release Mixed

OpenSSF Scorecard rates the repository's practices 6.2/10 (scanned Oct 6, 2026). The checks that decide who can get a change released:
- Code Review0
- Branch Protection1
- Signed Releasesn/a
- Dangerous Workflow10
- Token Permissions0
- Pinned Dependencies4
All 18 Scorecard checks

Binary-Artifacts 10

Branch-Protection 1

CI-Tests 10

CII-Best-Practices 0

Code-Review 0

Contributors 6

Dangerous-Workflow 10

Dependency-Update-Tool 10

Fuzzing 0

License 10

Maintained 10

Packaging 10

Pinned-Dependencies 4

SAST 9

Security-Policy 4

Signed-Releases -1

Token-Permissions 0

Vulnerabilities 10
Published packages Linked and attested
- PyPI misakanet Source link points back to this repo Build provenance attested
What you install today No known advisories

Latest release checked: misakanet 2.42.3. No published advisory affects it (OSV, checked 2026-10-10).

Changes to this chain

2026-09-23 Package provenance attestation detected
2026-09-06 Package provenance attestation detected
2026-09-01 OSSF Scorecard: 5.1/10

Evidence behind this score

Coverage B: 3 of 5 independent evidence types found.

GitHub repository data
Package downloads
Supply-chain checks
Public actions (missing)
Community mentions (missing)

Verify this score yourself

Every build re-issues MisakaNet’s score as an Ed25519-signed credential, valid for 7 days. You can check it offline against HVTracker’s published key; if anyone changes a number after signing, verification fails.

Signed credential (JSON) How to verify

What this score doesn’t check

It covers who ships the code, not what the code does. It doesn’t read the skill’s instructions for injected instructions, watch runtime behaviour, or find bugs nobody has disclosed yet. For that, run a content scanner before you install it, such as Cisco Skill Scanner.

How MisakaNet compares in Agent Skills

Bars show each HVTrust score; the tick marks MisakaNet’s 86.7.

Where the 86.7 comes from

HVTrust dimensions vs the Agent Skills average

86.7 / 100 · 100.0% confidence

MisakaNet Agent Skills average (371 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits

20.2 / 25

12.4 above avg 7.8

Identity / Provenance60% listing status · 40% build provenance

18.0 / 18

6.6 above avg 11.4

Transparency50% declared license · 50% OSSF Scorecard

13.8 / 17

1.8 above avg 12.0

Maintenance60% last-push freshness · 40% commit activity

20.0 / 20

5.9 above avg 14.1

AdoptionLog-scaled stars · package downloads

10.6 / 20

1.6 above avg 9.0

Quick Trust Read

What Would Improve It

Improve adoption to lift the weakest part of the trust profile.

Recent Changes

2026-10-01

Provider Added

Runtime surface grew — new detected provider dependency: Anthropic

2026-09-23

Tool Surface Changed

Detected tool/plugin surface changed: none → declared

2026-09-23

Provider Added

Runtime surface grew — new detected provider dependency: DeepSeek

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 6.2/10. Tighten the weakest checks to improve public safety evidence.

Compare with OmniRoute Get email alerts for MisakaNet View Agent Skills Report missing data

77.2

Activity sub-score · out of 100

In Agent Skills

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade A reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage B is separate — it grades how many independent signal types back the score (3 of 5), so a high score on thin evidence stays visible. Full methodology →

Rank Trend

2026-09-29 2026-10-10

Activity & Reach

Stars

526

Forks

219

Last Push

2026-10-10

today

Commits (4 wk)

1557

Downloads (7d)

1,059

pypi

HN mentions (30d)

—

Open Issues

193

Rank Change

was #7

Analysis

Activity Inputs

77.2 / 100

StarsRepository reach

16.3 / 30

FreshnessLast push recency

25.0 / 25

ActivityRecent commits

25 / 25

CommunityFork signal

10.9 / 20

Common questions about MisakaNet

Public supply-chain signals for MisakaNet are strong: it has multiple independent trust indicators in place. This does not replace your own security review, but MisakaNet carries less obvious unverified-evidence risk than projects with thin signals.

Does MisakaNet publish package provenance?

Yes. MisakaNet's package releases carry build provenance attestations, which cryptographically link the published package back to its source repository and CI workflow.

Does MisakaNet have an OpenSSF Scorecard?

MisakaNet has an OpenSSF Scorecard score of 6.2/10. 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 MisakaNet actively maintained?

Actively maintained. The repository was pushed to within the last 1 day(s).

What license does MisakaNet use?

MisakaNet ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.

Are MisakaNet's commits signed?

100% of the last 100 commits to MisakaNet 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.

Compare MisakaNet head-to-head

MisakaNet vs OmniRoute → MisakaNet vs Vercel Skills → MisakaNet vs Notebooklm Py →

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

high confidence

Implemented

MisakaNet appears to expose MCP server capabilities.

Detailed evidence is not shown in the public view.

External Service Dependencies

high confidence

2 detected

Public provider/service dependencies detected.

Credential signal: No explicit API-key/config marker detected.

Tool / Plugin Surface

high confidence

Declared

Declared plugin/integration surface detected.

shell

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 MisakaNet'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.

2026-10-01

Provider Added

Runtime surface grew — new detected provider dependency: Anthropic

2026-09-23

Tool Surface Changed

Detected tool/plugin surface changed: none → declared

2026-09-23

Provider Added

Runtime surface grew — new detected provider dependency: DeepSeek

2026-09-23

Mcp Status Changed

Detected MCP server support changed: none → implemented

2026-09-23

Provenance Added

Package provenance attestation detected

2026-09-12

Tool Surface Changed

Detected tool/plugin surface changed: none → declared

2026-09-12

Provider Added

Runtime surface grew — new detected provider dependency: DeepSeek

2026-09-06

Provenance Added

Package provenance attestation detected

Maintain MisakaNet?

For maintainers

HVTrust scores MisakaNet 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

2026-10-01

Provider Added

Runtime surface grew — new detected provider dependency: Anthropic

2026-09-23

Tool Surface Changed

Detected tool/plugin surface changed: none → declared

2026-09-23

Provider Added

Runtime surface grew — new detected provider dependency: DeepSeek

2026-09-23

Mcp Status Changed

Detected MCP server support changed: none → implemented

2026-09-23

Provenance Added

Package provenance attestation detected

2026-09-23

Grade Changed

Trust grade D → A

2026-09-23

Rank Moved

Rank rose 211 spots (#219 → #8)

2026-09-23

HVTrust Changed

HVTrust up 51.3pts (33.7 → 85.0)

2026-09-22

Newly Listed

First tracked at rank #219

2026-09-21

Removed From Active Tracking

Removed from active tracking

2026-09-12

Tool Surface Changed

Detected tool/plugin surface changed: none → declared

2026-09-12

Provider Added

Runtime surface grew — new detected provider dependency: DeepSeek

2026-09-06

Provenance Added

Package provenance attestation detected

2026-09-06

Grade Changed

Trust grade B → A

2026-09-06

Rank Moved

Rank rose 25 spots (#36 → #11)

2026-09-06

HVTrust Changed

HVTrust up 15.4pts (67.3 → 82.7)

2026-09-01

Scorecard Added

OSSF Scorecard: 5.1/10

2026-09-01

Grade Changed

Trust grade D → B

2026-09-01

Rank Moved

Rank rose 172 spots (#206 → #34)

2026-09-01

HVTrust Changed

HVTrust up 26.9pts (38.2 → 65.1)

2026-08-31

Rank Moved

Rank dropped 16 spots (#190 → #206)

2026-08-30

Rank Moved

Rank dropped 32 spots (#158 → #190)

2026-08-29

Rank Moved

Rank dropped 37 spots (#121 → #158)

2026-08-28

Rank Moved

Rank dropped 25 spots (#96 → #121)

2026-08-27

Rank Moved

Rank dropped 23 spots (#73 → #96)

2026-08-26

Newly Listed

First tracked at rank #73

GitHub → Website → PyPI: misakanet

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For maintainers

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Other agents in Agent Skills

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.4 · Raw JSON

MisakaNet

How MisakaNet could raise its score

Chain of custody

Source Signed

Review and release Mixed

Published packages Linked and attested

What you install today No known advisories

Changes to this chain

Evidence behind this score

Verify this score yourself

What this score doesn’t check

How MisakaNet compares in Agent Skills

Where the 86.7 comes from

HVTrust dimensions vs the Agent Skills average

Quick Trust Read

Rank Trend

Activity & Reach

Analysis

Activity Inputs

Common questions about MisakaNet

Compare MisakaNet head-to-head

AI agent surface

Maintain MisakaNet?

Reputation Timeline

Embed Badge Badge guide for maintainers →

Other agents in Agent Skills