Self improving agents through iterations
C elevated
- capability exposureinferred+35
- recent driftinferred+12
- tool safetyinferred+5
- trust mitigatorsmixed−3
inferredmixed
The A–E grade is our heuristic synthesis — a "review this" prompt, not a verdict. Each factor is tagged by what backs it: attested (a verifiable record), reported (a third party's claim), or inferred (our own heuristic, e.g. permissions). See methodology.
graded 2m ago · see ecosystem CVEs →
- C · 56 → C · 49
- A · 0 → C · 56
Inferred surface — each links to servers holding it:
No known CVEs for this server.
- mediumdangerous code
dynamic exec: __import__()
prompt-surface
shipped agent-instruction files + hidden-content / dangerous-code findings —
quoted from the analyzed source
analyzed commit 4d5b285 · analyzer v20 · 22h ago
skills & prompt files 47
- agent-rulesAgentToolkit-altk-evolve-4d5b285/AGENTS.md
- agent-rulesAgentToolkit-altk-evolve-4d5b285/demo/workdir/CLAUDE.md
- agent-rulesAgentToolkit-altk-evolve-4d5b285/docs/examples/hello_world/claude.md
- skillAgentToolkit-altk-evolve-4d5b285/explorations/agent-wiki/skills/agent-wiki-consolidate-guidelines/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/explorations/agent-wiki/skills/agent-wiki-consult/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/explorations/agent-wiki/skills/agent-wiki-extract-guidelines/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/explorations/agent-wiki/skills/agent-wiki-ingest/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/explorations/agent-wiki/skills/agent-wiki-summarize/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/explorations/agent-wiki/skills/agent-wiki-synthesize-skill/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/explorations/agent-wiki/skills/agent-wiki-tasks/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/bob/evolve-lite/skills/evolve-lite-learn/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/bob/evolve-lite/skills/evolve-lite-provenance/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/bob/evolve-lite/skills/evolve-lite-publish/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/bob/evolve-lite/skills/evolve-lite-recall/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/bob/evolve-lite/skills/evolve-lite-save-trajectory/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/bob/evolve-lite/skills/evolve-lite-save/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/bob/evolve-lite/skills/evolve-lite-subscribe/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/bob/evolve-lite/skills/evolve-lite-sync/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/bob/evolve-lite/skills/evolve-lite-unsubscribe/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claude/plugins/evolve-lite/skills/evolve-lite/learn/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claude/plugins/evolve-lite/skills/evolve-lite/provenance/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claude/plugins/evolve-lite/skills/evolve-lite/publish/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claude/plugins/evolve-lite/skills/evolve-lite/recall/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claude/plugins/evolve-lite/skills/evolve-lite/save-trajectory/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claude/plugins/evolve-lite/skills/evolve-lite/save/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claude/plugins/evolve-lite/skills/evolve-lite/subscribe/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claude/plugins/evolve-lite/skills/evolve-lite/sync/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claude/plugins/evolve-lite/skills/evolve-lite/unsubscribe/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claw-code/plugins/evolve-lite/skills/evolve-lite/learn/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claw-code/plugins/evolve-lite/skills/evolve-lite/provenance/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claw-code/plugins/evolve-lite/skills/evolve-lite/publish/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claw-code/plugins/evolve-lite/skills/evolve-lite/recall/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claw-code/plugins/evolve-lite/skills/evolve-lite/save-trajectory/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claw-code/plugins/evolve-lite/skills/evolve-lite/save/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claw-code/plugins/evolve-lite/skills/evolve-lite/subscribe/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claw-code/plugins/evolve-lite/skills/evolve-lite/sync/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/claw-code/plugins/evolve-lite/skills/evolve-lite/unsubscribe/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/codex/plugins/evolve-lite/skills/evolve-lite/learn/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/codex/plugins/evolve-lite/skills/evolve-lite/provenance/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/codex/plugins/evolve-lite/skills/evolve-lite/publish/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/codex/plugins/evolve-lite/skills/evolve-lite/recall/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/codex/plugins/evolve-lite/skills/evolve-lite/save-trajectory/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/codex/plugins/evolve-lite/skills/evolve-lite/save/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/codex/plugins/evolve-lite/skills/evolve-lite/subscribe/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/codex/plugins/evolve-lite/skills/evolve-lite/sync/SKILL.md
- skillAgentToolkit-altk-evolve-4d5b285/platform-integrations/codex/plugins/evolve-lite/skills/evolve-lite/unsubscribe/SKILL.md
- agent-rulesAgentToolkit-altk-evolve-4d5b285/tests/platform_integrations/AGENTS.md
danger signals1
- dynamic code execution__import__()AgentToolkit-altk-evolve-4d5b285/altk_evolve/auto/__init__.py:67
__import__(module)
- recent drift+12 capability drift →
[](https://mcpobservatory.com/servers/github:AgentToolkit/altk-evolve/security) Heuristic, inferred signals — false positives (legitimately powerful tools, forks, language ports) are expected. Treat each as "review this", not a verdict. See the ecosystem-wide picture on the security hub, or the fleet security of AgentToolkit.