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 agentmods add skills/stefan-stepzero/shipkit/shipkit-project-contextnpx skills add stefan-stepzero/shipkit --skill shipkit-project-contextgit clone --depth 1 https://github.com/stefan-stepzero/shipkitWhat 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 | $0.00038 | $0.05551 |
| Opus 5 | $0.00019 | $0.02776 |
| Sonnet 5 | $0.00008 | $0.01110 |
| Haiku 4.5 | $0.00004 | $0.00555 |
Grade A, and why
shipkit-project-context 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 2d 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.
How it starts
The opening of the file, as written. The whole thing — 575 lines — stays where its author put it; the contents beside it link to each section on GitHub.
shipkit-project-context - Smart Project Context Scanner
Purpose: Generate and maintain lightweight project context files (stack, env, schema) by scanning package files, configs, and migrations. Uses file modification time checks to avoid unnecessary rescans.
What it does: Scans project files to detect tech stack, environment requirements, and database schema. Generates .shipkit/stack.json as a structured JSON artifact, plus optional markdown files for env and schema.
Output format: JSON — readable by Claude, machine-readable by other tools, and the single source of truth for project tech stack.
When to Invoke
User triggers:
- "Scan the project"
- "Update context"
- "Rescan stack"
- "Generate project context"
- "What's my tech stack?"
Auto-triggered by:
- session start / any skill needing
stack.json(when it is missing or stale)
First run:
- No
.shipkit/directory exists - User starts new Shipkit project
Prerequisites
Required:
- Project has
package.json(or equivalent dependency file)
Optional but helpful:
.env.example(for env requirements)- Database migration files (for schema)
- Config files (next.config.js, tailwind.config.js, etc.)
Process
Completion Tracking
This skill produces 3 files, not 1. Create tasks:
TaskCreate: "Write stack.json"TaskCreate: "Write env-requirements.md"TaskCreate: "Write schema.json"TaskCreate: "Detect working patterns (Step 3.5)"
TaskUpdate each task to in_progress when starting it, completed when done.
stack.json alone is NOT done — env-requirements.md and schema.json must also be written. Do NOT present the completion summary until all 3 files exist.
Step 1: Check Freshness (Smart Caching)
Before doing any work, check if rescan is needed.
Commands: See references/bash-commands.md for platform-specific freshness checks
Freshness logic:
- If
.shipkit/stack.jsondoesn't exist → First run, proceed directly to Step 3 (scan). - If
stack.jsonexists:- Compare modification times.
- If
stack.jsonnewer thanpackage.json→ SKIP SCAN, read cached file and exit early with a "using cached stack" report. - If
package.jsonnewer thanstack.json→ Rescan automatically (no prompt). Archive the stalestack.jsonif overwrite risk matters, then proceed to Step 3.
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 2d ago First seen · 575 lines · 38 tokens per session scan A b886d0b4d7ec
shipkit-project-context is a skill published in the GitHub repository stefan-stepzero/shipkit (1 stars, last pushed 1mo ago), licensed MIT. It adds 38 tokens to every session and 5,551 once invoked, about $0.0002 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 2026-08-31.
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