Skip to content
Agentmart
Submit a tool

project-context

Skill Doctor product and architecture context.

Skill by KalarisLabs

IndexedApache-2.0★ 13
Write a review

Chalk Labs

Need help deploying project-context?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/kalarislabs-project-context

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Skill Doctor product and architecture context. Use at the start of a session, when deciding where code lives, when the user asks how the scanner works, or before any non-trivial change.

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/project-context

What's inside

Skill name
project-context
Description
Skill Doctor product and architecture context. Use at the start of a session, when deciding where code lives, when the user asks how the scanner works, or before any non-trivial change.
License
Apache-2.0
Instructions
58 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Project context

Read `AGENTS.md` then `CONTEXT.md` if they exist. This skill is the short form.

## Product

Skill Doctor is a **Rust CLI** that scans AI agent skill files. The shippable core is **deterministic L1**. L2 (host-delegated semantics), L3 (sandbox), and L4 (intel) are optional and must degrade to **reduced coverage**, never a crash or a dropped L1 finding.

Repo: `KalarisLabs/Skill-Doctor`. Do not create a new GitHub repository.

## Pipeline

```
input → L0 intake/digest/cache
     → L1 static engines          THE PRODUCT
     → L2 host-delegated MCP      optional, additive-only
     → L3 process harness + replay        feature sandbox
     → L4 threat intel            network opt-in
     → L5 score / coverage / report
```

Default CLI: L0+L1+L5 with `--offline --deterministic`.

## Crate map

| Crate | Owns |
|-------|------|
| `skill-doctor` | clap, printers, exit codes |
| `skill-doctor-core` | L0/L1/L4/L5, taxonomy, scoring |
| `skill-doctor-rules` | `build.rs` compiles `rules/` |
| `skill-doctor-neutralize` | SD-11 envelope, no I/O |
| `skill-doctor-mcp` | host-delegated MCP |
| `skill-doctor-sandbox` | L3, only crate that may use `unsafe` |

## SDTM-v1 — do not renumber

SD-01 prompt injection · SD-02 command injection · SD-03 exfil · SD-04 scope (capability differ, no model) · SD-05 supply chain · SD-06 SSRF · SD-07 tool poisoning · SD-08 backdoors · SD-09 flooding · SD-10 obfuscation · SD-11 scanner-mediated injection.

## Exit codes (stable)

`0` clean · `1` usage/internal · `2` findings ≥ `--fail-on` · `3` coverage under threshold.

## Build order if the tree is still a stub

1. CLI `--help` / `version` / `scan` stub  
2. L0 digest  
3. rules crate + one YARA rule per class  
4. L1 engines  
5. L5 reports + exit codes  
6. additive-only scorer + neutralize  
7. fixtures + determinism test  
8. MCP  
9. CI matching `TESTING.md`  
10. release last

Load `rust-invariants` before changing defaults. Load `ci-cd` before touching workflows. Load `rust-perf` before optimizing.

From KalarisLabs/Skill-Doctor, Apache-2.0.

More from KalarisLabs/Skill-Doctor

Signals

Stars
13
Forks
1
Open issues
30
Last commit (this folder)
Sep 10, 2026 (1 month ago)
Last release
Sep 12, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from KalarisLabs

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get project-context running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Goes to the Chalk Labs founders, not the newsletter. Privacy

Need help deploying project-context?

CallGet help
Cite this page

project-context skill. Agent Mart. https://agentmart.dev/skills/kalarislabs-project-context (last updated 2026-10-24)