Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add 0xNyk/lacp --skill quality-gategit clone --depth 1 https://github.com/0xNyk/lacpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/0xnyk/lacp/quality-gate)<a href="https://agentmods.dev/skills/0xnyk/lacp/quality-gate"><img src="https://agentmods.dev/badge/skills/0xnyk/lacp/quality-gate.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00071 | $0.00351 |
| Opus 5 | $0.00036 | $0.00176 |
| Sonnet 5 | $0.00014 | $0.00070 |
| Haiku 4.5 | $0.00007 | $0.00035 |
Grade A, and why
quality-gate scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Quality Gate
This plugin evaluates your work at session end using criteria-based scoring:
- Completeness (35%): Did you finish what you committed to?
- Honesty (30%): Are claims about tests/status verified?
- Deferral ratio (20%): How much was pushed to "later"?
- Work evidence (15%): Files changed relative to scope claimed
Sprint Contracts
Before implementing, state your sprint contract:
- What files will be modified
- What tests will pass
- What the acceptance criteria are
The quality gate evaluates against these criteria at session end.
Handoff Artifacts
On every non-trivial stop, a handoff artifact is generated with:
- Task summary, files modified, test status
- Git branch and diff summary
- Next steps for the following session
The next session automatically receives the handoff.
Configuration
| Env Var | Default | Purpose |
|---|---|---|
LACP_QUALITY_GATE_THRESHOLD |
2.5 |
Minimum weighted score (1-5) |
LACP_QUALITY_GATE_MODEL |
llama3.1:8b |
Ollama model for scoring |
LACP_BLIND_SPOT_ENABLED |
0 |
Enable blind spot reflection |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 40 lines · 71 tokens per session scan A 13bdebdefc7d
quality-gate is a skill published in the GitHub repository 0xNyk/lacp (303 stars, last pushed 17d ago), licensed MIT. It adds 71 tokens to every session and 351 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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