io.github.airas-org/airas

What we checked

Six static checks, weighted by risk. Every result reflects only what could be observed in the published package and repository — never intent.

• Injection surface

  unscannable25% of grade

  Tool descriptions/manifest scanned for instruction-injection patterns (imperatives at the model, hidden text, 'ignore previous', data-exfil URLs).

  No tool descriptions, server instructions, prompts, or resources were fetched; nothing to scan for injection.

• Supply chain

  warn25% of grade

  Package provenance: namespace verification, repo linkage, maintainer count, account age, postinstall scripts, typosquat distance.

  package name "airas" is edit-distance 2 from popular package "keras" (typosquat candidate)

• Credential hygiene

  pass15% of grade

  How the server takes secrets (env vs plaintext config vs hardcoded); secrets appearing in tool schemas.

  Reads secrets from the environment (e.g. src/airas/cli.py) — the recommended intake shape. PASS = no static red flag; static analysis cannot prove the code honors env-based secret handling at runtime.

• Permission scope

  warn15% of grade

  Declared tools vs. breadth (filesystem, network, exec); flags shell-exec and unbounded filesystem access.

  has both shell/exec and network egress — capable of download-and-run, though no such path was observed (src/airas/dashboard/launcher.py: subprocess.* call; scripts/check_library_docs_urls.py: outbound HTTP/socket call). has both shell/exec and destructive filesystem writes (src/airas/dashboard/launcher.py: subprocess.* call; src/airas/core/credentials.py: destructive filesystem call (shutil.rmtree/os.remove/etc.)). discloses shell/exec capability: src/airas/dashboard/launcher.py: subprocess.* call discloses shell/exec capability: src/airas/infra/local_git.py: subprocess.* call discloses shell/exec capability: src/airas/usecases/publication/verify_paper.py: subprocess.* call discloses broad/destructive filesystem access: src/airas/core/credentials.py: destructive filesystem call (shutil.rmtree/os.remove/etc.) discloses broad/destructive filesystem access: src/airas/dashboard/launcher.py: open(…, 'w'/'a'/'x') write-mode file access discloses broad/destructive filesystem access: src/airas/usecases/recording/research_trace.py: open(…, 'w'/'a'/'x') write-mode file access Capability DISCLOSURE, not a verdict: static analysis sees the primitive is present and reachable, not whether its use is attacker-controlled.

• Version behavior

  fail10% of grade

  Diff of tool definitions between versions; new permissions or changed descriptions in a patch release (the postmark-mcp class).

  vs prior 0.3.1 (minor bump): new capability primitive(s) in source: dynamic-eval, fs-write, http-client, subprocess; new hardcoded outbound host/BCC destination(s): 127.0.0.1, ai.google.dev, ai.meta.com, aihabitat.org, anomalib.readthedocs.io, api.github.com, api.openalex.org, api.qdrant.tech, api.rikyu.r-ccs.riken.jp, api.semanticscholar.org, api.seyval.dev, arxiv.org, ax.dev, benfred.github.io, biopython.org, botorch.org, captum.ai, catboost.ai, causalml.readthedocs.io, cloud.langfuse.com, codeforces.com, davischallenge.org, decoderesearch.github.io, deepchem.readthedocs.io, deepmind.google, developers.google.com, docs.axolotl.ai, docs.cleanrl.dev, docs.github.com, docs.jax.dev, docs.kidger.site, docs.langchain.com, docs.litellm.ai, docs.nvidia.com, docs.openalex.org, docs.openmm.org, docs.pennylane.ai, docs.pola.rs, docs.pytorch.org, docs.quantum.ibm.com, docs.qulacs.org, docs.rapids.ai, docs.ray.io, docs.scipy.org, docs.sglang.ai, docs.trychroma.com, docs.ultralytics.com, docs.unsloth.ai, docs.vllm.ai, docs.wandb.ai, doi.org, dottxt-ai.github.io, dspy.ai, duckdb.org, econml.azurewebsites.net, espnet.github.io, example.com, example.org, example.test, export.arxiv.org, faiss.ai, flax.readthedocs.io, geopandas.org, git-lfs.github.com, github, github.com, gitlab.com, gluebenchmark.com, goo.gle, gymnasium.farama.org, huggingface.co, images.cocodataset.org, info.arxiv.org, inspect.aisi.org.uk, internvl.readthedocs.io, interpret.ml, isaac-sim.github.io, kornia.readthedocs.io, kroki.io, langchain-ai.github.io, lifelines.readthedocs.io, lightgbm.readthedocs.io, lightning.ai, llamafactory.readthedocs.io, maniskill.readthedocs.io, mc-stan.org, mlflow.org, mne.tools, models.litellm.ai, monai.readthedocs.io, mujoco.readthedocs.io, networkx.org, nipy.org, nixtlaverse.nixtla.io, nnsight.net, num.pyro.ai, nvidia-bionemo.github.io, nvidia.github.io, openfold.readthedocs.io, openrlhf.readthedocs.io, optax.readthedocs.io, optuna.readthedocs.io, pettingzoo.farama.org, pingouin-stats.org, pydicom.github.io, pydoe3.readthedocs.io, pymatgen.org, pymdp-rtd.readthedocs.io, pyod.readthedocs.io, pyomo.readthedocs.io, pysal.org, python.arviz.org, python.igraph.org, python.useinstructor.com, pytorch-geometric.readthedocs.io, qdrant.tech, quantumai.google, qutip.readthedocs.io, radimrehurek.com, raw.githubusercontent.com, recbole.io, s3.example, scanpy.readthedocs.io, scikit-learn.org, scikit-survival.readthedocs.io, shap.readthedocs.io, shapely.readthedocs.io, spacy.io, speechbrain.readthedocs.io, stable-baselines3.readthedocs.io, staging.example.org, storage.googleapis.com, test.pypi.org, transformerlensorg.github.io, triton-lang.org, ts.gluon.ai, unit8co.github.io, us.cloud.langfuse.com, verl.readthedocs.io, wiki.fysik.dtu.dk, www.autores.one, www.biorxiv.org, www.cvxpy.org, www.databricks.com, www.deepspeed.ai, www.nltk.org, www.overleaf.com, www.pymc.io, www.pywhy.org, www.rdkit.org, www.sbert.net, www.semanticscholar.org, www.sktime.net, www.statsmodels.org, www.tdmpc2.com, www.wikipedia.org, xgboost.readthedocs.io, zr-obp.readthedocs.io.

• Transport config

  warn10% of grade

  Remote servers: TLS and auth mode (none/token/OAuth). Local servers: whether the manifest indicates it phones home.

  manifest/source references tracking behavior — disclosure