agent-governance-toolkit vs anti-slop
agent-governance-toolkit is much bigger: 6.2k stars against 1.0k. Over the days we have tracked them agent-governance-toolkit moved +51.2% and anti-slop +131.3%, so anti-slop is growing faster right now.
They split the axes: agent-governance-toolkit leads on customization, anti-slop on context depth.
Stars and commit dates come from our own daily tracking. The six axes are read off each project's documentation by our review pipeline, so they describe what a project says about itself, not what we measured in its code.
Where they stand today
Deterministic, application-level enforcement that intercepts every tool call and makes denied actions structurally impossible (fail-closed governance plus tamper-evident audit), rather than relying on prompt-level controls.
- Stars
- 6.2k
- Tracked growth
- +51.2%
- Maturity
- ●●●●●
- Last commit
- 1d ago
- Language
- Python
- License
- MIT
- Cost to run
- Free, open-source
A rule-based filter with a mandatory PASS/FAIL Delivery Gate and liveliness toolkit focused on removing generic AI-generated UI and copy without prescribing visual style.
- Stars
- 1.0k
- Tracked growth
- +131.3%
- Maturity
- ●●●●●
- Last commit
- 18h ago
- Language
- JavaScript
- License
- MIT
- Cost to run
- Free to use; runs locally or via your agent/API
Six axes, head to head
Each axis runs 0 to 5. The label under a score is what that project's own docs claim, not a category average.
| Axis | agent-governance-toolkit | anti-slop |
|---|---|---|
Context depth How much of your codebase it sees before it answers: the open diff, the diff plus related files, or the whole repository. | ●●●●● Action-level only | ●●●●● Diff + related files |
Noise control How it keeps output volume down — severity thresholds, deduplication, incremental runs over new commits only. | ●●●●● Approval gating | ●●●●● Hard gates + report |
Customization How far it bends to your team: custom rules, prompts, style guides, per-path config. | ●●●●● YAML & APIs | ●●●●● Configurable skills & dials |
Privacy Whether your code stays on your own infrastructure: fully local, self-hostable, or cloud API only. | ●●●●● Fully local runnable | ●●●●● Self-hostable |
Model freedom Whether you can point it at any provider, or it is wired to one. | ●●●●● Bring-your-own key | ●●●●● Any agent / BYOK |
Setup ease What it takes to get a first useful run out of it. | ●●●●● One-command start | ●●●●● One-command / npx |
Which one to pick
Pick agent-governance-toolkit if…
Deterministic enforcement — pick AGT when you need fail-closed, application-level policy enforcement and tamper-evident auditing that prevents agents from performing denied actions.
- Customization: YAML & APIs (5/5 against 3/5)
Pick anti-slop if…
Easy setup — one-command picker or a single-file install drops a portable, non-prescriptive filter into many coding agents so you can stop AI 'slop' fast.
- Context depth: Diff + related files (3/5 against 1/5)
What people want from each one
microsoft/agent-governance-toolkit
Hacker News: Agent Governance Toolkit drew 5 points and 0 comments.
Questions people ask
Is agent-governance-toolkit better than anti-slop?
They split the axes: agent-governance-toolkit leads on customization, anti-slop on context depth. agent-governance-toolkit is worth picking when deterministic enforcement — pick AGT when you need fail-closed, application-level policy enforcement and tamper-evident auditing that prevents agents from performing denied actions.
Which of agent-governance-toolkit and anti-slop keeps my code private?
agent-governance-toolkit: Fully local runnable (5/5). anti-slop: Self-hostable (4/5).
What does each one cost to run?
agent-governance-toolkit: Free, open-source. anti-slop: Free to use; runs locally or via your agent/API.
Full profiles: microsoft/agent-governance-toolkit and miqdadbadjuber/anti-slop. Everything else in Security & guardrails.