Token Optimizer

Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.

Agent Skills Python Listed NOASSERTION

Is Token Optimizer safe? Promising trust profile, but some evidence still deserves review.

OSSF Scorecard 4.5 / 10
Provenance None
Signed commits 2%
Last push yesterday
Compare Token Optimizer
Suggest a correction

In detail: Token Optimizer scores 58.6/100 (Grade C), ranked #118 of 371 tracked open-source AI agent projects, on evidence coverage C (2 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 4.5/10; 2% of recent commits are signed; last pushed 2026-10-10. Every point is earned from checkable signals — never paid placement. How scoring works →

How Token Optimizer 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.

Chain of custody

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

  1. Source Partly signed

    github.com/alexgreensh/token-optimizer, NOASSERTION, last pushed 2026-10-10. 2% of the last 100 commits carry a verified signature; the rest can't be tied to a verified identity.

  2. Review and release Mixed

    OpenSSF Scorecard rates the repository's practices 4.5/10 (scanned Oct 6, 2026). The checks that decide who can get a change released:

    • Code Review0
    • Branch Protection3
    • Signed Releases0
    • Dangerous Workflow10
    • Token Permissions0
    • Pinned Dependencies4
    All 18 Scorecard checks
    Binary-Artifacts 10
    Branch-Protection 3
    CI-Tests 10
    CII-Best-Practices 0
    Code-Review 0
    Contributors 3
    Dangerous-Workflow 10
    Dependency-Update-Tool 0
    Fuzzing 0
    License 9
    Maintained 10
    Packaging 10
    Pinned-Dependencies 4
    SAST 0
    Security-Policy 10
    Signed-Releases 0
    Token-Permissions 0
    Vulnerabilities 3
  3. Published packages None

    No registry package. Token Optimizer is used from its repository, so what you run is whatever you check out: pin a release tag or commit.

Changes to this chain

  • 2026-09-15 OSSF Scorecard: 4.1/10

Evidence behind this score

Coverage C: 2 of 5 independent evidence types found.

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

Verify this score yourself

Every build re-issues Token Optimizer’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.

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 Token Optimizer compares in Agent Skills

  1. #116 Tld 58.9 +0.3
  2. #117 Claude Elixir Phoenix 58.8 +0.2
  3. #118 Token Optimizer 58.6 this agent
  4. #119 Answer Me With HTML 58.6 ±0
  5. #120 Aegis 58.5 −0.1

Bars show each HVTrust score; the tick marks Token Optimizer’s 58.6.

Where the 58.6 comes from

HVTrust dimensions vs the Agent Skills average

58.6 / 100 · 100.0% confidence

Token Optimizer Agent Skills average (371 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
5.7 / 25
2.1 below avg 7.8
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
0.6 below avg 11.4
Transparency50% declared license · 50% OSSF Scorecard
12.3 / 17
in line with avg 12.1
Maintenance60% last-push freshness · 40% commit activity
19.9 / 20
5.8 above avg 14.1
AdoptionLog-scaled stars · package downloads
8.2 / 20
0.8 below avg 9.0

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
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: Anthropic
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 4.5/10. 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.
81.1
Activity sub-score · out of 100
#118

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. Evidence coverage C is separate — it grades how many independent signal types back the score (2 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-10-11 12:08 UTC · Repo last pushed yesterday

Rank Trend

2026-09-29 2026-10-11

Activity & Reach

Stars
2.5k
Forks
196
Last Push
2026-10-10
yesterday
Commits (4 wk)
416
Downloads (7d)
—
HN mentions (30d)
—
Open Issues
0
Rank Change
▲2
was #120

Analysis

Activity Inputs

81.1 / 100
StarsRepository reach
20.4 / 30
FreshnessLast push recency
24.9 / 25
ActivityRecent commits
25 / 25
CommunityFork signal
10.7 / 20

Common questions about Token Optimizer

Token Optimizer has a mixed signal profile. Some trust indicators are present, others are missing. Whether it is safe for your use case depends on which gaps matter to you — review the breakdown below before adopting in production.
Does Token Optimizer publish package provenance?
No published build provenance is currently detected for Token Optimizer. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Token Optimizer have an OpenSSF Scorecard?
Token Optimizer has an OpenSSF Scorecard score of 4.5/10. 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 Token Optimizer actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does Token Optimizer use?
Token Optimizer ships under NOASSERTION. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Token Optimizer's commits signed?
2% of the last 100 commits to Token Optimizer 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
medium confidence
Implemented
Token Optimizer appears to expose MCP server capabilities.
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
high confidence
Declared
Declared 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
How this surface has changed

Detected changes to Token Optimizer'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.

2026-09-23
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependency: Anthropic
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented

Maintain Token Optimizer?

For maintainers

HVTrust scores Token Optimizer 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

Signal history
Rank 13Listed 2HVTrust 2Grade 2Scorecard 1Delisted 1MCP 1Surface 1Surface 1
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: Anthropic
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-09-23
Grade Changed
Trust grade D → C
2026-09-23
Rank Moved
Rank dropped 49 spots (#62 → #111)
2026-09-23
HVTrust Changed
HVTrust up 11.3pts (47.2 → 58.5)
2026-09-22
Newly Listed
First tracked at rank #62
2026-09-21
Removed From Active Tracking
Removed from active tracking
2026-09-15
Scorecard Added
OSSF Scorecard: 4.1/10
2026-09-15
Grade Changed
Trust grade D → C
2026-09-15
Rank Moved
Rank rose 226 spots (#345 → #119)
2026-09-15
HVTrust Changed
HVTrust up 32.2pts (25.5 → 57.7)
2026-09-11
Rank Moved
Rank dropped 10 spots (#331 → #341)
2026-09-05
Rank Moved
Rank dropped 10 spots (#294 → #304)
2026-09-03
Rank Moved
Rank dropped 16 spots (#271 → #287)
2026-09-02
Rank Moved
Rank dropped 11 spots (#260 → #271)
2026-09-01
Rank Moved
Rank dropped 12 spots (#248 → #260)
2026-08-31
Rank Moved
Rank dropped 16 spots (#232 → #248)
2026-08-30
Rank Moved
Rank dropped 35 spots (#197 → #232)
2026-08-29
Rank Moved
Rank dropped 35 spots (#162 → #197)
2026-08-28
Rank Moved
Rank dropped 23 spots (#139 → #162)
2026-08-27
Rank Moved
Rank dropped 22 spots (#117 → #139)
2026-08-26
Rank Moved
Rank dropped 67 spots (#50 → #117)
2026-08-11
Newly Listed
First tracked at rank #50

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 58.6 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/token-optimizer.svg)](https://hvtracker.net/agents/token-optimizer)
HTML:
<a href="https://hvtracker.net/agents/token-optimizer"><img src="https://hvtracker.net/badge/token-optimizer.svg" alt="HVTrust"></a>

Other agents in Agent Skills

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