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

inkos.

Scanned repository says: Story Creation AI Agent for novels, short fiction, scripts, interactive worlds, and multilingual translation

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

10.2k starsAGPL-3.0pushed 1d ago

0community interest

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

AUTOMATED SIGNAL64/100CCCNot security certification
START HERE

Critical findings need attention.

Critical finding · details withheld for 30 days

Inspect the findings
WHAT THIS DOES NOT ESTABLISH

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

Scan scope200 / 488Partial eligible-file selection · not the entire repository
Recorded findings10Heuristic 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 / 488Partial selection
READMEReadRepository-authored information
MANIFESTS1package.json

Who it is for

  • Stated purpose · manifest declares · unreviewed

    Story Creation AI Agent for novels, short fiction, scripts, interactive worlds, and multilingual translation

    package.json:5

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 >=22.16.0 as a requirement.

    package.json:38

Limits and terms

  • Declared license · manifest declares · unreviewed

    Manifest declares AGPL-3.0-only as its license.

    package.json:21

Observed technical context

TypeScript · 200 selected filesTool-calling reference · static only

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

Read from commit 8fc2ae5 at Oct 12, 2026, 5:22 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: no lockfile or exact version pins at the repository root, so no advisory check was possible.

10 findings
CRITICAL

Critical finding · details withheld for 30 days

SEC001 · Security & privacy

Details are withheld from public view for 30 days after the scan. The owner can see them in full.

SUGGESTED ACTION

Review the private assessment and address the finding.

[location embargoed] · location unavailable
CRITICAL

Critical finding · details withheld for 30 days

SEC001 · Security & privacy

Details are withheld from public view for 30 days after the scan. The owner can see them in full.

SUGGESTED ACTION

Review the private assessment and address the finding.

[location embargoed] · location unavailable
CRITICAL

Critical finding · details withheld for 30 days

SEC002 · Security & privacy

Details are withheld from public view for 30 days after the scan. The owner can see them in full.

SUGGESTED ACTION

Review the private assessment and address the finding.

[location embargoed] · location unavailable
CRITICAL

Critical finding · details withheld for 30 days

SEC002 · Security & privacy

Details are withheld from public view for 30 days after the scan. The owner can see them in full.

SUGGESTED ACTION

Review the private assessment and address the finding.

[location embargoed] · location unavailable
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.

[domain not provided] · location unavailable
MAJOR

HTTPS not confirmed

TRUST002 · Entity trust

The stated website could not be reached over HTTPS, so Metal Mantra could not confirm it is a secure, working site.

SUGGESTED ACTION

Make the official website reachable over HTTPS for verification.

[domain not provided] · location unavailable
MINOR

Raw model text returned

SCH002 · Schema & tooling

The code returns the model's raw text. Output that was never parsed or validated can pass mistakes straight to users or other systems.

SUGGESTED ACTION

Parse and validate the result before returning it.

packages/core/src/agents/composer.ts:505
MINOR

Raw model text returned

SCH002 · Schema & tooling

The code returns the model's raw text. Output that was never parsed or validated can pass mistakes straight to users or other systems.

SUGGESTED ACTION

Parse and validate the result before returning it.

packages/core/src/harness/agent-context.ts:206
MINOR

Privacy Policy link not confirmed

TRUST003 · Entity trust

No privacy policy link was found on the stated homepage. Buyers cannot see how the vendor handles their data.

SUGGESTED ACTION

Expose a clear Privacy Policy link on the official homepage.

[domain not provided] · location unavailable
MINOR

Terms link not confirmed

TRUST004 · Entity trust

No terms link was found on the stated homepage. Buyers cannot see the conditions that apply to using the service.

SUGGESTED ACTION

Expose a clear Terms link on the official homepage.

[domain not provided] · location unavailable
03 / EVIDENCE & LIMITS

The boundary
is part of the result.

What was scanned
200 of 488 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: not confirmedPrivacy: not confirmedTerms: not confirmed
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

4 findings · 25% weight
28/1007.0 pts
02

Guardrails & loop control

0 findings · 25% weight
100/10025.0 pts
03

Schema & tooling

2 findings · 20% weight
84/10016.8 pts
04

Token & cost efficiency

0 findings · 15% weight
100/10015.0 pts
05

Entity trust

4 findings · 15% weight
0/1000.0 pts
Inspect the current standard
USER REPORTS

Did inkos 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 64/100, not certified