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 skills add tzachbon/smart-ralph --skill ralph-specum-switchgit clone --depth 1 https://github.com/tzachbon/smart-ralphWrote 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/tzachbon/smart-ralph/ralph-specum-switch)<a href="https://agentmods.dev/skills/tzachbon/smart-ralph/ralph-specum-switch"><img src="https://agentmods.dev/badge/skills/tzachbon/smart-ralph/ralph-specum-switch/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/skills/tzachbon/smart-ralph/ralph-specum-switch"><img src="https://agentmods.dev/badge/skills/tzachbon/smart-ralph/ralph-specum-switch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00041 | $0.00446 |
| Opus 5 | $0.00020 | $0.00223 |
| Sonnet 5 | $0.00008 | $0.00089 |
| Haiku 4.5 | $0.00004 | $0.00045 |
Grade A, and why
ralph-specum-switch scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Ralph Specum Switch
Use this to switch the active spec.
Derive RALPH_CODEX_PLUGIN_ROOT from this loaded skill by resolving two parent directories from the SKILL.md directory. Never derive it from the project working directory.
Contract
- Read
.claude/ralph-specum.local.mdwhen present - Parse
specs_dirsfrom frontmatter to discover all spec roots - Treat the first
specs_dirsentry as the default root - Default specs root is
./specs .current-speclives in the default specs root- Do not guess on ambiguous names
Action
- Resolve the requested target by full path or exact name.
- If no target was provided, list available specs grouped by root.
- If the name is ambiguous across roots, stop and require a full path.
- Update
.current-spec:- bare name for the default root
- full path for non-default roots
- Read the target spec state and summarize phase, progress, approval state, and present files.
- Report prototype dependencies without mutating them:
- Treat a missing
activePrototypesfield as an empty map. - When state exists, run
"$RALPH_CODEX_PLUGIN_ROOT/scripts/prototype_records.py" select-downstream --base-path "$BASE_PATH" --state "$BASE_PATH/.ralph-state.json"using the selected spec's resolvedbasePath. - Show each blocker from
activeBlockerswith prototype ID, status, blocked artifact or transition,returnPhase, andreturnTaskIndex. - Show
staleArtifactsandstaleTaskIndexesfrom the selection result. - Do not reconcile, remove active entries, edit records, or change blocker data. If no overlay or stale dependency exists, preserve the existing switch output.
- Treat a missing
What ships with it
1 file 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.
- 9d ago First seen · 39 lines · 41 tokens per session scan A 483f361dffca
ralph-specum-switch is a skill published in the GitHub repository tzachbon/smart-ralph (537 stars, last pushed 6d ago), licensed MIT. It adds 41 tokens to every session and 446 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.
Other skills, from other repositories
remember
Review reusable project knowledge and decide what belongs in project memory, notepad, or durable docs.
docx-comment-reply
Reply to comments (批注) in Word .docx/.doc files: extract comment context, draft replies, write threaded replies back, and validate OOXML.
explaining-machine-learning-models
Explain trained machine learning models through feature attribution, local explanations, and behavior summaries. Use as an explicit/manual helper once a model already exists, not for training ownership, leakage auditing, or general ML strategy selection.
config-validator
Validate AIWG configuration files and project setup for correctness and completeness.
aiwg-regenerate-copilot
Regenerate copilot-instructions.md for GitHub Copilot with vendor-specific content only.
steward-prep-delivery
Steward-assisted prep for filing issues and PRs — environment capture, template selection, duplicate detection, delivery-policy compliance check.