Metal Mantra / AGENT INTELLIGENCEPublic evidence reportAUTOMATED SIGNAL. NOT CERTIFICATION.
PUBLIC REPORT · ADDED BY METAL MANTRA / AGENT SIGNAL v0.2

ecc.

Scanned repository says: Harness-native agent operating system for Codex, OpenCode, Cursor, Gemini, Claude Code, and terminal workflows - skills, hooks, rules, MCP conventions, and operator control-plane patterns

Metal Mantra scanned this public repository on its own initiative; the maintainer did not submit it. Maintainers: scan the repository yourself to take this report over, or contact us.

Inspect GitHub source

277.3k starsMITpushed today

0community interest

Votes show community interest, not safety. They never change this score.

AUTOMATED SIGNAL90/100AAANot security certification
START HERE

Review findings need attention.

Model call without fallback

Inspect the findings
WHAT THIS DOES NOT ESTABLISH

Runtime safety, real-world agent capability, fitness for your use case or independent certification.

Scan scope200 / 691Partial eligible-file selection · not the entire repository
Recorded findings2Heuristic matches requiring human review
SnapshotOct 12, 2026UTC · engine 0.4.0
DNS at scan timeUnverifiedDomain control is not security certification
01 / KNOW THE REPOSITORY

What the source
actually tells us.

Structured, cited information from the scanned archive. Repository-authored claims are labeled and never treated as verified capabilities.

INSPECTED SOURCE200 / 691Partial selection
READMEToo largeRepository-authored information
MANIFESTS3LICENSE, package.json, pyproject.toml

Who it is for

  • Stated purpose · manifest declares · unreviewed

    Harness-native agent operating system for Codex, OpenCode, Cursor, Gemini, Claude Code, and terminal workflows - skills, hooks, rules, MCP conventions, and operator control-plane patterns

    package.json:4

What it can do

No explicit capability or integration was extracted; that does not mean none exists.

What adoption takes

  • Stated prerequisite · manifest declares · unreviewed

    Manifest declares Node.js >=18 as a requirement.

    package.json:572
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on @iarna/toml.

    package.json:545
  • Stated prerequisite · manifest declares · unreviewed

    Manifest declares Python >=3.11 as a requirement.

    pyproject.toml:6
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on ajv.

    package.json:546
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on js-yaml.

    package.json:547
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on sql.js.

    package.json:548
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on anthropic.

    pyproject.toml:22
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on openai.

    pyproject.toml:23

Limits and terms

  • Declared license · manifest declares · unreviewed

    Manifest declares MIT as its license.

    package.json:44

Observed technical context

TypeScript · 14 selected filesJavaScript · 165 selected filesPython · 21 selected filesModel API reference · static onlyTool-calling reference · static only

These are references in selected source files, not proof that a feature works at runtime.

Read from commit b92f181 at Oct 12, 2026, 3:14 AM UTC. Source links open that exact commit. Repository statements are unreviewed and do not affect the score.

02 / FINDINGS FIRST

What needs
a closer look.

Critical details are withheld publicly for the first 30 days after a scan. A matched pattern is a lead for investigation, not a confirmed vulnerability.

Dependencies: 9 exact runtime versions from package-lock.json checked against OSV.dev on Oct 12, 2026; 0 with known advisories. Reachability is not checked.

2 findings
MAJOR

Model call without fallback

EFF001 · Token & cost efficiency

A model call has no visible fallback. If the provider fails or is rate limited, the whole agent fails with it.

SUGGESTED ACTION

Configure a secondary model or explicit fallback path for provider failures.

src/llm/providers/astraflow.py:84
MAJOR

Domain ownership not verified

TRUST001 · Entity trust

Metal Mantra could not confirm that the owner controls the stated domain. The domain may belong to someone else.

SUGGESTED ACTION

Verify the domain using the Metal Mantra DNS TXT challenge.

ecc.tools · location unavailable
03 / EVIDENCE & LIMITS

The boundary
is part of the result.

What was scanned
200 of 691 eligible files · Partial selection.
Supported static source patterns and domain checks; no runtime execution.
What remains unknown
Unscanned files, external dependencies, production configuration, actual agent behavior and evidence beyond the configured checks.
Source location
Links open the current repository HEAD. Source may have changed since this snapshot.
Something looks wrong?
Tell us if a finding, scope or claim on this report needs a correction. Report a problem with this report
Entity trust · 15% of v0.2
Includes DNS ownership, HTTPS and policy evidence. Verification is domain control, not a security certificate.
DNS: unverifiedHTTPS: availablePrivacy: foundTerms: found
04 / THE METHOD BEHIND THE NUMBER

Open the
calculation.

Each pillar starts at 100. Rule deductions reduce its score; weights determine the overall contribution.

01

Security & privacy

0 findings · 25% weight
100/10025.0 pts
02

Guardrails & loop control

0 findings · 25% weight
100/10025.0 pts
03

Schema & tooling

0 findings · 20% weight
100/10020.0 pts
04

Token & cost efficiency

1 findings · 15% weight
86/10012.9 pts
05

Entity trust

1 findings · 15% weight
50/1007.5 pts
Inspect the current standard
USER REPORTS

Did ecc work for people?

No user reports yet.

Each report is one signed-in GitHub account saying what happened. We do not verify that the account ran the agent, and reports never change the automated score or grade. For a security problem, use the disclosure page instead of a public note.

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SHARE THE EVIDENCE

A signal.
Not a seal.

Share the full report so its scope and limits travel with the score.

Metal Mantra automated signal 90/100, not certified