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/jmxt3/gitscape.ai/spec-driven-developmentnpx skills add jmxt3/gitscape.ai --skill spec-driven-developmentgit clone --depth 1 https://github.com/jmxt3/gitscape.aiWrote 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/jmxt3/gitscape.ai/spec-driven-development)<a href="https://agentmods.dev/skills/jmxt3/gitscape.ai/spec-driven-development"><img src="https://agentmods.dev/badge/skills/jmxt3/gitscape.ai/spec-driven-development.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 | $0.00043 | $0.01103 |
| Opus 5 | $0.00022 | $0.00551 |
| Sonnet 5 | $0.00009 | $0.00221 |
| Haiku 4.5 | $0.00004 | $0.00110 |
Grade A, and why
spec-driven-development 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 5d 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 — 125 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Spec-Driven Development
Overview
Write a structured specification before writing any code. A spec answers three questions: what are we building, why are we building it, and how will we know it's done? Every hour spent on a spec saves multiple hours of rework. Never start implementation without a written, reviewed spec.
When to Use
- Starting a new project, feature, or significant change
- Requirements are unclear, ambiguous, or stated as a vague idea
- Multiple possible approaches exist and the tradeoffs need documenting
- The change touches more than two files or crosses a system boundary
When NOT to use: Trivial bug fixes with a clear, single-line root cause, or changes where the spec already exists and is current.
The Spec Process
Step 1: Interview First (If the Ask Is Vague)
Before writing the spec, gather enough context to write it well:
- What problem does this solve for the user?
- Who are the users, and what do they currently do instead?
- What does success look like? How will we measure it?
- Are there any hard constraints (perf, security, compatibility, deadline)?
- What's explicitly out of scope?
Do not write the spec until you can answer these with confidence.
Step 2: Write the Spec
A spec has six sections:
# Spec: [Feature Name]
## Objective
One paragraph: what problem this solves and for whom. Include the measurable
success condition (e.g., "users can reset their password without contacting support").
## Commands / User Flows
The primary interactions from the user's point of view. Use imperative language:
- User navigates to /reset-password
- User enters email address and submits
- User receives email with a time-limited link
- User sets a new password via the link
## Project Structure
Which files and modules will change or be created. Group by layer (API, frontend, DB).
Note any new dependencies.
## Code Style and Patterns
- Which existing patterns to follow (e.g., "use the existing AuthService pattern")
- Naming conventions for new symbols
- Error handling approach
## Testing Strategy
- What will be unit tested
- What requires integration tests
- Any E2E coverage needed
- Edge cases to cover explicitly
## Boundaries
- Always: [things the implementation must always do]
- Ask first: [decisions that require human sign-off before proceeding]
- Never: [things the implementation must never do]
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.
- 5d ago First seen · 125 lines · 43 tokens per session scan A 41cdf7d156ab
spec-driven-development is a skill published in the GitHub repository jmxt3/gitscape.ai (33 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 43 tokens to every session and 1,103 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 2026-08-30.
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