SkeneSAFE
Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans growth loops and builds the loop iteratively.
Overview
From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.
Skene reads your codebase and produces a user journey for your product: the lifecycle stages a user moves through, the milestones inside each stage, and the code or database evidence that proves each milestone is real.
Quick Start
Install and launch the interactive terminal UI:
curl -fsSL https://raw.githubusercontent.com/SkeneTechnologies/skene/main/tui/install.sh | bash skene
The wizard walks you through provider selection, authentication, and analysis — no configuration needed upfront.
What It Does
Skene turns a repository into a single journey.yaml describing your product's user lifecycle, and renders it as an interactive diagram.
- Agentic analysis — two parallel agents read your project: one walks the codebase, one walks your SQL schemas. They each propose candidate milestones, which are then merged and classified into a canonical seven-stage lifecycle.
- Seven-stage user journey —
b8c38f5c5ea1OBSERVED · 2026-10-07Connect
Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.
claude mcp add sample-repo --env SKENE_API_KEY=${SKENE_API_KEY} --env SKENE_UPSTREAM_API_KEY=${SKENE_UPSTREAM_API_KEY} -- npx -y [email protected]{
"mcpServers": {
"sample-repo": {
"command": "npx",
"args": [
"-y",
"[email protected]"
],
"env": {
"SKENE_API_KEY": "${SKENE_API_KEY}",
"SKENE_UPSTREAM_API_KEY": "${SKENE_UPSTREAM_API_KEY}"
}
}
}
}Exposed tools (3)
3 read · 0 write · 0 destructive.
| Tool | Risk | Description |
|---|---|---|
bad | read | Always raises. |
echo | read | Echo back the text argument. |
emit | read | Append the args to the collector. |
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | WARN |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- declared (2 observation(s))
- Network
- declared (10 observation(s))
- Shell
- declared (1 observation(s))
- Dependencies
- pinned
- Secrets in source
- found
Findings (13)
full_dsn = "postgresql://testuser:supersecret@localhost/testdb"
.sqlfluff
.keep
.air.toml
await codebase_explorer.read_file("../../../etc/passwd")await explorer.read_file("../../../etc/passwd")tui/internal/tui/components/ascii_motion_placeholder.go
API keys are read from environment variables specified by `api_key_env` — never hardcoded.
curl -fsSL https://raw.githubusercontent.com/SkeneTechnologies/skene/main/tui/install.sh | bash
curl -fsSL https://raw.githubusercontent.com/SkeneTechnologies/skene/main/tui/install.sh | bash
curl -LsSf https://astral.sh/uv/install.sh | sh
curl -LsSf https://astral.sh/uv/install.sh | sh
> - [uv](https://docs.astral.sh/uv/) installed (`curl -LsSf https://astral.sh/uv/install.sh | sh`)
Gates applied: no_behavioural_pass.
b8c38f5c5ea1full audit observations/trust-audit/mcp-server/skenetechnologies__skene.json · Report an issue / request a re-scanAudit history
Every audit this server has had. A grade with a past is a grade somebody is still checking.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-07 | b8c38f5c5ea1 | SAFE | B | 89 | first audit |
Questions
What is the Skene MCP server?
Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans growth loops and builds the loop iteratively.
What tools does Skene expose?
3 in total: 3 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.
Is Skene safe to connect to an agent?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.
What credentials does Skene need?
It reads SKENE_API_KEY and SKENE_UPSTREAM_API_KEY from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.
How current is this page?
The grade is for one exact copy of the source (b8c38f5c5ea1), read on 2026-10-07. The repository is watched and re-audited when it changes.