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SkilledDragonEngineering Intelligence

Minilabs.

Small, open-source labs. We take an AI tool or repo, install it with no API keys, measure it, and publish the numbers with the code and a 60-second video. Every number on these pages comes from a report the lab wrote, and you can re-run it.

MinilabKeylessOctober 13, 2026

strands-decider as a merge gate: 12 tests green, and the keyless path uses a fake model

We wrapped strands-decider as an allow, deny or escalate merge gate. Keyless run: 12 tests passed, deny exit 1 at 0.91, escalate exit 3 at 0.42 under a 0.8 threshold.

12
tests passed
0.91
deny confidence
0.42
escalate confidence

SkilledDragonCorp/minilab-decider-merge-gate

MinilabKeylessOctober 13, 2026

Strands Box merge lock: git push to main denied in 26 policy cases, no live Box run

We wrote a default-deny Dogwood policy for Strands Box. Keyless: 3 of 3 cargo tests over 26 commands; git status allowed, git push origin main denied with exit 1.

3
cargo tests passed
26
policy cases

SkilledDragonCorp/minilab-box-contain-merge

MinilabKeylessOctober 13, 2026

Open Code Review as a merge gate: 8 of 8 tests green, LLM review untested

We pinned Open Code Review v1.13.0 behind a fail-closed PR gate. Keyless: 8 of 8 tests and 8 of 8 lab CI jobs passed. Without a provider key the findings come from our own scanners.

8
tests passed
4.5 s
test time

SkilledDragonCorp/minilab-ocr-scion-review

MinilabKeylessOctober 13, 2026

planning-with-files: a plan that survives /clear and an opt-in stop gate, 6 of 6 tests

We pinned planning-with-files and tested recovery from disk and its completion gate. Keyless: 6 of 6 pytest tests passed, and upstream pytest and vitest ran green in CI.

6
tests passed
5
phases tracked

SkilledDragonCorp/minilab-planning-with-files-gate

MinilabKeylessOctober 13, 2026

AI-Infra-Guard flagged our fake model HIGH at 100. It flagged real Gemini HIGH at 70.

We pointed Tencent's api-checker relay audit at a deterministic fake model. Quick scored it MEDIUM 50, full scored it HIGH 100. A live Gemini run also came back HIGH at 70.

100 / 100
fake model, full profile
70 / 100
live Gemini, quick profile

SkilledDragonCorp/minilab-aig-relay-audit

MinilabKeylessOctober 13, 2026

agent-device passed 7 upstream CI gates at our pin, and doctor still says warn

We pinned agent-device 0.21.27 and ran seven upstream CI gates plus doctor, devices and the typed client with no keys. CI passed; doctor reported warn with no hard blockers.

7
upstream gates
712 s
upstream job

SkilledDragonCorp/minilab-agent-device-evidence

MinilabKeylessOctober 13, 2026

Graphify answered from its map in 1,207 bytes. The source it mapped was 237.

We ran graphify 0.9.89 in code-only mode with no keys. On a 3-file fixture the map answer was 1,207 bytes against 237 bytes of source, and upstream CI passed 7,910 tests.

1207 B
map answer
237 B
fixture source

SkilledDragonCorp/minilab-graphify-map-first

MinilabKeylessOctober 13, 2026

We ship one plugin to Cursor and Claude Code. Both validators pass, bad repo fails 11/11.

We shipped one plugin to Cursor and Claude Code from a single marketplace repo. Both validators passed, and its sd-audit MCP server failed our bad fixture on 11 of 11 checks.

12/12
good fixture checks passed
11/11
bad fixture checks failed

SkilledDragonCorp/minilab-dual-plugin-marketplace

MinilabKeylessOctober 13, 2026

GitHub MCP Lockdown Mode passed our keyless gate. It leaves token permissions unchanged.

We pinned GitHub's MCP server, built it keyless, passed 10 lab tests and parsed the Lockdown Mode flags. Upstream says Lockdown filters content and leaves token permissions unchanged.

10
lab tests passed
3/3
CI jobs green

SkilledDragonCorp/minilab-github-mcp-lockdown

MinilabKeylessOctober 13, 2026

We validated all 91 SKILL.md files in microsoft/azure-skills. 6 have no frontmatter.

We pinned microsoft/azure-skills and checked every SKILL.md. 85 of 91 carry a name and description, 6 phase docs carry none, and the Claude Code marketplace install passed on public npm.

91
skill files validated
85
with name + description

SkilledDragonCorp/minilab-azure-skills-plugin

MinilabKeylessOctober 13, 2026

cc-switch's usage rules, ported: one decision counted 50,783 tokens, 48,719 cached

We ported cc-switch's Claude Code session-usage rules to a keyless Bun CLI. 12 of 12 tests pass on upstream's fixtures, and one fixture decision counts 50,783 tokens, 48,719 of them cache reads.

4
decisions counted
1
lines skipped

SkilledDragonCorp/minilab-cc-switch-burn-ledger

MinilabKeylessOctober 13, 2026

codebase-memory-mcp from source at our pin: 33 smoke checks passed, 3 failed

We source-built codebase-memory-mcp at a fixed pin and ran its smoke invariants keyless. 33 passed and 3 failed at report time, and we measured no token savings.

33
smoke checks passed
3
smoke checks failed

SkilledDragonCorp/minilab-codebase-memory-map

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