Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add rjroy/vibe-garden/plugin install lore-developmentWrote 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/rjroy/vibe-garden/specify)<a href="https://agentmods.dev/skills/rjroy/vibe-garden/specify"><img src="https://agentmods.dev/badge/skills/rjroy/vibe-garden/specify.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 5.1 | $0.00055 | $0.00443 |
| Opus 5 | $0.00028 | $0.00221 |
| Sonnet 5 | $0.00011 | $0.00089 |
| Haiku 4.5 | $0.00006 | $0.00044 |
Grade A, and why
specify 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 7d 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.
What it actually says
Specify
Define what to build and how to know it's done. Requirements, numbered. Validation, explicit. Not how to build it — that's the plan.
Process
Search for related prior work: invoke the lore-researcher agent via Task tool with the topic description — wait for the result. Review any relevant lore context. Ask clarifying questions. Draft. Save. Then run a fresh-eyes review.
After saving, invoke the spec-reviewer agent via Task tool on the saved spec. Present findings and offer to address issues before moving on.
Requirements
Number requirements with a namespaced prefix to avoid collisions across specs: REQ-{PREFIX}-N
Derive the prefix from the spec filename — take the first 1-2 segments of the kebab-case name, uppercase. auth-flow.md → REQ-AUTH-FLOW. checkout.md → REQ-CHECKOUT. Override with a req-prefix frontmatter field when the auto-generated prefix is awkward or shorter IDs are preferred.
Validation
Every spec needs an AI Validation section. It answers: how will the AI verify this is done? It must be behavioral and actionable — something the AI can run or observe. When in doubt, invoke /define-validation to work through it.
Saving
Save to .lore/work/specs/[feature-name].md using kebab-case. Load ${CLAUDE_PLUGIN_ROOT}/shared/frontmatter-schema.md for the frontmatter fields. The document body is freeform — what matters is that requirements are numbered and validation is explicit.
Write the body Markdown-first per the "Body Format" section of ${CLAUDE_PLUGIN_ROOT}/shared/frontmatter-schema.md. Reach for embedded inline HTML only where scannability needs it — per-requirement status badges and anchor links per requirement ID so cross-references work.
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.
- 7d ago First seen · 31 lines · 55 tokens per session scan A b58e42667c55
specify is a skill published in the GitHub repository rjroy/vibe-garden (6 stars, last pushed 2mo ago), licensed MIT. It adds 55 tokens to every session and 443 once invoked, about $0.0003 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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