Triaging Issues
pytorch/pytorch
Triages GitHub issues by routing to oncall teams, applying labels, and closing questions.
This skill should be used only when the user explicitly asks to use $ralph-specum-triage, or explicitly asks Ralph Specum in Codex to triage a large effort into multiple specs.
$ npx skills add tzachbon/smart-ralph --skill ralph-specum-triage -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install tzachbon/smart-ralph ralph-specum-triage --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/tzachbon/smart-ralph.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ralph-specum-codex/skills/ralph-specum-triage .claude/skills/ralph-specum-triage && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ralph-specum-triage" agent skill from https://github.com/tzachbon/smart-ralph/tree/main/plugins/ralph-specum-codex/skills/ralph-specum-triage into .claude/skills/ralph-specum-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-specum-triage", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/tzachbon/smart-ralph/tree/main/plugins/ralph-specum-codex/skills/ralph-specum-triageType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add tzachbon/smart-ralph --skill ralph-specum-triage -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install tzachbon/smart-ralph ralph-specum-triage --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tzachbon/smart-ralph.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/ralph-specum-codex/skills/ralph-specum-triage .agents/skills/ralph-specum-triage && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ralph-specum-triage" agent skill from https://github.com/tzachbon/smart-ralph/tree/main/plugins/ralph-specum-codex/skills/ralph-specum-triage into .agents/skills/ralph-specum-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-specum-triage", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add tzachbon/smart-ralph --skill ralph-specum-triage -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install tzachbon/smart-ralph ralph-specum-triage --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tzachbon/smart-ralph.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/ralph-specum-codex/skills/ralph-specum-triage .cursor/skills/ralph-specum-triage && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ralph-specum-triage" agent skill from https://github.com/tzachbon/smart-ralph/tree/main/plugins/ralph-specum-codex/skills/ralph-specum-triage into .cursor/skills/ralph-specum-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-specum-triage", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/tzachbon/smart-ralph.git --path plugins/ralph-specum-codex/skills/ralph-specum-triage--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add tzachbon/smart-ralph --skill ralph-specum-triage -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install tzachbon/smart-ralph ralph-specum-triage --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tzachbon/smart-ralph.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/ralph-specum-codex/skills/ralph-specum-triage .gemini/skills/ralph-specum-triage && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ralph-specum-triage" agent skill from https://github.com/tzachbon/smart-ralph/tree/main/plugins/ralph-specum-codex/skills/ralph-specum-triage into .gemini/skills/ralph-specum-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-specum-triage", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install tzachbon/smart-ralph ralph-specum-triageInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add tzachbon/smart-ralph --skill ralph-specum-triage -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/tzachbon/smart-ralph.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/ralph-specum-codex/skills/ralph-specum-triage .github/skills/ralph-specum-triage && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ralph-specum-triage" agent skill from https://github.com/tzachbon/smart-ralph/tree/main/plugins/ralph-specum-codex/skills/ralph-specum-triage into .github/skills/ralph-specum-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-specum-triage", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add tzachbon/smart-ralph --skill ralph-specum-triage -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install tzachbon/smart-ralph ralph-specum-triage --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tzachbon/smart-ralph.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/ralph-specum-codex/skills/ralph-specum-triage .opencode/skills/ralph-specum-triage && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ralph-specum-triage" agent skill from https://github.com/tzachbon/smart-ralph/tree/main/plugins/ralph-specum-codex/skills/ralph-specum-triage into .opencode/skills/ralph-specum-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-specum-triage", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
ralph-specum-triageThis skill should be used only when the user explicitly asks to use $ralph-specum-triage, or explicitly asks Ralph Specum in Codex to triage a large effort into multiple specs.
Ralph Specum Triage is an agent skill from tzachbon/smart-ralph. This skill should be used only when the user explicitly asks to use $ralph-specum-triage, or explicitly asks Ralph Specum in Codex to triage a large effort into multiple specs.
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
The repository describes itself as: Spec-driven development with smart compaction. Claude Code plugin combining Ralph Wiggum loop with structured specification workflow. The licence is MIT.
12 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit ac7251a. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
jqgoFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Ralph Specum Triage loads about 1.7k tokens when it runs. Until then it costs about 50 tokens; SKILL.md has 865 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from tzachbon/smart-ralph at commit ac7251a, republished under its MIT licence (© tzachbon). 865 words, ~1,656 tokens.
.claude/skills/ralph-specum-triage/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.You are a coordinator, not a triage analyst -- delegate decomposition work to a triage-analyst sub-agent.
specs/_epics/<epic-name>/specs/.current-epic--quick and exact --interactive tokens before routing. Reject both together, -q, variants, and natural-language substitutes.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.^[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..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.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..agents/skills, project .claude/skills, and current harness catalog entries. Select explicitly named skills and record shadowed duplicates.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.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.research.mdepic.md and generated spec plan.md filesphaseSkillLoad 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..epic-state.json with each spec, its status, dependencies, and gate receipts.specs/.current-epic set to the active epic name.$ralph-specum-start for per-spec execution.The result should make it clear:
--quick: STOP HERE. Display the epic summary and approval prompt. Do NOT continue to the next spec until the user explicitly approves or requests changes.--quick: Record the quick bypass and continue directly to the first unblocked spec.epic.md, name epic.md and summarize the epic plan briefly.quickMode is false, end with exactly one explicit choice prompt:approve current artifactrequest changescontinue to the next speccontinue to the next spec as approval of epic.md.--quick, do not show this prompt; continue directly to the first unblocked spec after the gates succeed.apply the changes immediately delegates already-recorded feedback through a fresh unique gated revision writer, redisplays the artifacts, and stays at this approval gate. Ask one focused change question only when no feedback is pending. Control-only continue, proceed, and go ahead approve nothing.© tzachbon, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in plugins/ralph-specum-codex/skills/ralph-specum-triage of tzachbon/smart-ralph.
Open the folder on GitHubat commit ac7251a
Ralph Specum Triage next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ralph Specum Triage this skilltzachbon/smart-ralph | 559 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Triaging Issuespytorch/pytorch | 104k | — | ~4.2k | Automated safety check: Pass | Custom licence | |
| Issue Triagepaperclipai/paperclip | 100k | — | ~1k | Automated safety check: Pass | MIT | |
| Triagepnpm/pnpm | 37k | — | ~2.9k | Automated safety check: Pass | MIT | |
| Herdr Issue Triageherdrdev/herdr | 43k | — | ~517 | Automated safety check: Pass | Apache-2.0 | |
| RalphYeachan-Heo/oh-my-claudecode | 40k | — | ~7.5k | Automated safety check: Pass | MIT |
pytorch/pytorch
Triages GitHub issues by routing to oncall teams, applying labels, and closing questions.
paperclipai/paperclip
Triage Paperclip inbox issues that are stale, blocked, in-review, or assigned-but-not-progressing, and decide a single next action per issue (resume, reassign, unblock, escalate, or close).
pnpm/pnpm
Triage an incoming GitHub issue against the pnpm codebase and related open issues, then apply exactly one implementation-readiness label using pnpm's state: taxonomy.
herdrdev/herdr
Triages open herdr GitHub issues into a short decision-first Markdown table with a priority light, recommendation, age, reactions and a reason for each.
Yeachan-Heo/oh-my-claudecode
Self-referential loop until task completion with configurable verification reviewer
rtk-ai/rtk
Runs issue triage and PR triage in parallel, then cross-analyzes the results to flag duplicate coverage, security gaps, P0 issues with no PR, and PR conflicts.
tzachbon/smart-ralph
This skill should be used when generating spec artifacts (research.md, requirements.md, design.md, tasks.md), formatting agent output, structuring phase results, or when any Ralph agent needs…
tzachbon/smart-ralph
This skill should be used when a Ralph phase must identify critical user decisions, run a layered grill, persist partial answers, obtain explicit approval, or resume an interrupted phase interview…
tzachbon/smart-ralph
This skill should be used when the user asks to "verify a fix", "reproduce failure", "diagnose issue", "check BEFORE/AFTER state", "VF task", "reality check", "check test quality", "mock-only…
tzachbon/smart-ralph
This skill should be used when the user asks to "build a feature", "create a spec", "start spec-driven development", "run research phase", "generate requirements", "create design", "plan tasks"…
tzachbon/smart-ralph
This skill should be used only when the user explicitly asks to use $ralph-specum-design, or explicitly asks Ralph Specum in Codex to run the design phase.
tzachbon/smart-ralph
This skill should be used only when the user explicitly asks to use $ralph-specum-tasks, or explicitly asks Ralph Specum in Codex to run the tasks phase.
This skill should be used only when the user explicitly asks to use $ralph-specum-triage, or explicitly asks Ralph Specum in Codex to triage a large effort into multiple specs. Ralph Specum Triage is an agent skill from tzachbon/smart-ralph. This skill should be used only when the user explicitly asks to use $ralph-specum-triage, or explicitly asks Ralph Specum in Codex to triage a large effort into multiple specs.
Ralph Specum Triage fits situations like: explicitly asks to use $ralph-specum-triage; explicitly asks Ralph Specum in Codex to triage a large effort into multiple specs.
Run `npx skills add tzachbon/smart-ralph --skill ralph-specum-triage -a claude-code`. Or copy the skill folder (plugins/ralph-specum-codex/skills/ralph-specum-triage in tzachbon/smart-ralph) into .claude/skills/ralph-specum-triage in your project. Claude Code loads it when a task matches its description.
Run `npx skills add tzachbon/smart-ralph --skill ralph-specum-triage -a codex`. Or copy the skill folder (plugins/ralph-specum-codex/skills/ralph-specum-triage in tzachbon/smart-ralph) into .agents/skills/ralph-specum-triage in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add tzachbon/smart-ralph --skill ralph-specum-triage -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ralph-specum-triage, .gemini/skills/ralph-specum-triage, .github/skills/ralph-specum-triage and .opencode/skills/ralph-specum-triage in your project.
Going by SKILL.md and its folder, Ralph Specum Triage needs the command-line tools its instructions call (jq and go).
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Ralph Specum Triage is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Ralph Specum Triage: Triaging Issues (pytorch/pytorch, 104k stars), Issue Triage (paperclipai/paperclip, 100k stars), Triage (pnpm/pnpm, 37k stars) and Herdr Issue Triage (herdrdev/herdr, 43k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
tzachbon (a GitHub user) maintains it in tzachbon/smart-ralph, which has 559 GitHub stars. The repository holds 26 skills in this directory. The repository was last updated on September 16, 2026.
Source: tzachbon/smart-ralph on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.