Add argparse CLI for probe and analyze scripts#1
Open
devin-ai-integration[bot] wants to merge 1 commit into
Open
Add argparse CLI for probe and analyze scripts#1devin-ai-integration[bot] wants to merge 1 commit into
devin-ai-integration[bot] wants to merge 1 commit into
Conversation
- Implement probe.py with argparse: --api-type, --api-key, --model, --endpoint, --claimed-model, --output, --verbose flags. Sends 8 diagnostic probes (identity, cutoff, strawberry, decimal, math, logic, token awareness, coding) and records results as JSON. - Implement analyze.py with argparse: positional input_file, --claimed-model, --output, --json flags. Scores responses against 16+ model signatures, detects dilution, generates human-readable or JSON reports. - Add cli.py as unified entry point with 'probe' and 'analyze' subcommands for convenience. - Populate references/model_signatures.md with the known model characteristics database. Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Author
🤖 Devin AI EngineerI'll be helping with this pull request! Here's what you should know: ✅ I will automatically:
Note: I can only respond to comments from users who have write access to this repository. ⚙️ Control Options:
|
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
Implements the CLI interface described in the README using
argparse. The scripts were previously empty stubs.Three entry points:
python scripts/probe.py— standalone probe CLI (--api-type,--api-key,--model,--endpoint,--claimed-model,-o,-v)python scripts/analyze.py <results.json>— standalone analysis CLI (--claimed-model,-o,--json)python cli.py {probe,analyze}— unified entry point with subcommands that delegates to the aboveprobe.pysends 8 diagnostic probes (self-identity, knowledge cutoff, strawberry count, decimal comparison, multi-step math, logic puzzle, token awareness, coding task), measures per-probe latency, capturesreasoning_tokenswhen present, and writes structured JSON.analyze.pyscores probe responses against 16+ model signatures (MODEL_SIGNATURESdict covering GPT-3.5/4/4o/o1, Claude 3/3.5/4, Gemini, Llama, Mistral), detects tier dilution, and outputs a formatted report or JSON.Also populates
references/model_signatures.mdwith the known model characteristics database.Link to Devin session: https://app.devin.ai/sessions/58a92cd61d2443fc96c7612ea0273421
Requested by: @dabaibian