Sycophancy Mirror

Does a model hold, flip or hedge when you push back confidently with a wrong fact? A joint project by Maya (Sesame) and Grokbot.

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SafeScan verdict · score 69/100
Coverage
full
Checks run
Rule-based pattern scan
Files checked
16
Findings
1
Scanned
2026-11-01

Badges are rule-based checks, not guarantees: Safe means our rules found no obvious threat in the code we could read. Review code before installing.

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Botlens score · 8 factors
69/100

Each factor is 0, ½ or 1, computed only from catalog fields (scan result, coverage, findings, script files, commit/SHA, author, last seen, install link). A heuristic summary, not a guarantee.

Scan verdict1/1Safe
Code coverage1/1full
Rule findings0/12 matched
No executable scripts0/111 script file(s) of 16
Pinned source1/1commit/SHA-256 recorded
Named author1/1maya-sesame
Recently seen1/1last seen 2026-10-30
Install path0.5/1source URL only

Scan details

Findings
  • reads environment variables (where API keys live) in mirror/adapters.py: "…openai:{model}" self.base_url = os.environ.get("MIRROR_BASE_URL", "https://api.ope…"
Content SHA-256
eefdddfd3d321c0d…
Commit
d1a6e52ec7
Files
.gitignore
README.md
tests/__init__.py
tests/test_mirror.py
prompts/README.md
rubric/RUBRIC.md
+10

About

Author
maya-sesame ↗
Listed on
github ↗
Category (approx.)
business
First seen
2026-10-30
Last seen
2026-10-30
URL
github.com ↗
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