Borrowing it
Nothing to install: this file belongs to girishr/SpecPilot. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/girishr/SpecPilot/main/.claude/commands/specpilot-refine.mdgit clone --depth 1 https://github.com/girishr/SpecPilotWrote 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/commands/girishr/specpilot/specpilot-refine)<a href="https://agentmods.dev/commands/girishr/specpilot/specpilot-refine"><img src="https://agentmods.dev/badge/commands/girishr/specpilot/specpilot-refine/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/girishr/specpilot/specpilot-refine"><img src="https://agentmods.dev/badge/commands/girishr/specpilot/specpilot-refine.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00019 | $0.00189 |
| Opus 5.5 | $0.00008 | $0.00076 |
| Sonnet 5.5 | $0.00004 | $0.00038 |
| Haiku 4.5 | $0.00002 | $0.00019 |
Grade A, and why
specpilot-refine 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 2mo 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
Refine the project's spec files with a new requirement.
Requirement description: $ARGUMENTS
- Read the current
.specs/project/requirements.md,.specs/development/context.md, and.specs/development/prompts.md. - Propose specific additions or edits to those files that incorporate the requirement description above, following the existing stable-ID conventions (e.g.
REQ-###.#). - Show a line-level diff preview of every proposed change — do not just describe it.
- Wait for the user's confirmation before writing anything.
- Once confirmed, write the changes.
This mirrors the CLI's specpilot refine (REQ-002.A.6) as a standalone agent workflow — it has no dependency on the CLI being installed.
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.
- 2mo ago First seen · 16 lines · 19 tokens per session scan A acd266d3c551
specpilot-refine is a command published in the GitHub repository girishr/SpecPilot (39 stars, last pushed today), licensed MIT. It adds 19 tokens to every session and 189 once invoked, about $0.0001 per session on Opus 5.5. 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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