ralph-specum-triage

ralph-specum-triage is a skill for Codex from tzachbon/smart-ralph. It costs 49 tokens per session (1,454 once invoked), scanned A, original, MIT.

A coordinator for breaking a large project effort into several written specifications. Ralph Specum is a specification workflow used to plan work before implementation.

In plain words
What is it for?
Use it to triage a large effort, resume an existing epic, check its status, and create a plan for multiple specifications.
Why use it?
It helps turn a broad effort into smaller, trackable pieces without starting implementation too early.

Skill for Codex

Written for Codex: agents/openai.yaml present. Also seen: reads .claude/ paths; mentions subagents; mentions Codex.

Good fit Use it to triage a large effort, resume an existing epic, check its status, and create a plan for multiple specifications.

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Install with agentmods
npx agentmods add skills/tzachbon/smart-ralph/ralph-specum-triage
Install

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.

Any agent
npx skills add tzachbon/smart-ralph --skill ralph-specum-triage
Clone the repo
git clone --depth 1 https://github.com/tzachbon/smart-ralph

Made for: Codex.

Wrote 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.

agentmods badge for ralph-specum-triage

README.md
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Your own site
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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.

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Your own site · 80×15
<a href="https://agentmods.dev/skills/tzachbon/smart-ralph/ralph-specum-triage"><img src="https://agentmods.dev/badge/skills/tzachbon/smart-ralph/ralph-specum-triage.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 49 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,454 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Agent Snooping · line 29
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00049 $0.01454
Opus 5 $0.00024 $0.00727
Sonnet 5 $0.00010 $0.00291
Haiku 4.5 $0.00005 $0.00145

Measured 7d ago against content hash 5e91bd072058, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

ralph-specum-triage 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.

plugins/ralph-specum-codex/skills/ralph-specum-triage/SKILL.md · 64 lines

How it starts

The opening of the file, as written. The whole thing — 64 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Ralph Specum Triage

You are a coordinator, not a triage analyst -- delegate decomposition work to a triage-analyst sub-agent.

Contract

  • Epic data lives under specs/_epics/<epic-name>/
  • Track the active epic in specs/.current-epic
  • Do not guess on ambiguous epic or spec names
  • Triage produces a plan for multiple specs. It does not implement them

Action

  1. Parse exact --quick and exact --interactive tokens before routing. Reject both together, -q, variants, and natural-language substitutes.
  2. Check specs/.current-epic. If an active epic exists, load its .epic-state.json as STATE and normalize mode before any possible question. With exact --quick, resume the matching active epic without prompting; an explicit different epic must include its goal. In interactive mode, summarize status and offer resume, details, or a new epic.
  3. Validate the resolved epic name against ^[a-z0-9]+(-[a-z0-9]+)*$ before constructing any path. Reject invalid names. If specs/_epics/<epic-name>/.epic-state.json already exists, reuse and resume it without replacing state or progress. If the directory exists without a valid state, stop and require a different name or an explicit user-authorized reset. Only a missing directory may be initialized.
  4. Resolve or create only the epic directory, .progress.md, and .epic-state.json. Serialize the name and goal through a JSON encoder such as jq --arg. Use .epic-state.json as STATE for every phase gate command with phase triage. Use .epic-state.json as STATE for every writer. After that, do not require .ralph-state.json. Create no research.md, epic.md, or generated plan.md before approval.
  5. For a new epic, run scripts/phase_gate.py mode STATE with the exact parsed mode flag, then register specs/.current-epic before discovery. Exact quick mode asks no setup question; missing required name or goal is an input error.
  6. Resolve the output destination from explicit input and configuration. In exact quick mode, use local Spec files as the deterministic default and ask nothing. Only interactive mode may ask one administrative destination question when the destination remains ambiguous; that answer never satisfies the interview gate.
  7. Ensure skill discovery pass 1 exists for the epic goal. Collect plugin, project .agents/skills, project .claude/skills, and current harness catalog entries. Select explicitly named skills and record shadowed duplicates.
  8. Load skills/interview-framework-codex/SKILL.md, its required algorithm and domain-modeling references, and every selected domain contract in both interactive and quick mode. In interactive mode, follow the algorithm for critical decomposition boundaries, stable cross-spec contracts, dependency choices, and sequencing risks. Ask no storage, naming, branch, or discoverable question.
  9. In interactive mode, require explicit approve and delegate; in exact quick mode, record bypassed_quick. In both modes, run phase_gate.py check-delegation with phase triage and the current loaded-manifest identity before every artifact-producing child. Apply the shared hard-transition invariant before every triage artifact writer. A failed check-delegation in either mode stops this invocation before phase transition, child dispatch, or target-artifact write; after a normal-mode failure, only the next explicit invocation creates a fresh manifest/interview identity. After an exact --quick delegation failure, the next explicit invocation reruns discovery, records a fresh phaseSkillLoad and interview identity, and does not reuse a terminal bypassed_quick interview or its discovery revision. Only a matching in-progress collecting or awaiting_confirmation interview is resumable. Exact --quick retains its existing question-and-approval bypass and discovery, manifest, delegation, and writer checks.
  10. Read-only exploration children may inspect seams, constraints, and existing boundaries, but they write no epic artifact.
  11. Keep the existing epic-state, read-only exploration, and multiwriter flow, plus each child packet, identity tuple, and receipt behavior, unchanged. Use separate unique gated writer dispatches as needed:
  • a triage research writer for research.md
  • a triage plan writer for epic.md and generated spec plan.md files
  • a fresh revision writer for every artifact-review revision Pass the absolute gate helper path, epic state path, identity tuple, unique teammate dispatch identity, and verbatim phaseSkillLoad manifest to each writer. Each writer records its manifest loads and passes check-agent-write with its unique identity before its first filesystem artifact write.
  1. The coordinator does not assemble, format, or revise artifact content. Validate the gated writer outputs and persist .epic-state.json with each spec, its status, dependencies, and gate receipts.
  2. Keep specs/.current-epic set to the active epic name.
  3. Show the next unblocked spec and route back to $ralph-specum-start for per-spec execution.

Read the full file on GitHub · 64 lines

Files

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.

Changes

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.

  1. 7d ago Changed 5e91bd072058
  2. 11d ago First seen · 64 lines · 49 tokens per session scan A 6799c0c387a2

Subscribe to this mod's changes

ralph-specum-triage is a skill published in the GitHub repository tzachbon/smart-ralph (536 stars, last pushed today), licensed MIT. It adds 49 tokens to every session and 1,454 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.