Fetch Related Triages

Fetch Related Triages is a skill for Claude Code, Codex from wangke19/gemini-ai-helpers. It costs 20 tokens per session (1,171 once invoked), scanned A, original, Apache-2.0.

A tool that queries the Sippy service for triages and regressions related to a given Component Readiness regression. A regression is a previously working test or system behavior that has started failing; a triage is an existing investigation or tracking record.

In plain words
What is it for?
Use it during regression analysis to find matching triages or untriaged regressions, optionally filtering by match confidence.
Why use it?
It helps identify related failures and existing investigations before creating another bug record. This reduces duplicate triage work and can group failures with the same likely cause.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it during regression analysis to find matching triages or untriaged regressions, optionally filtering by match confidence.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/wangke19/gemini-ai-helpers/fetch-related-triages
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 wangke19/gemini-ai-helpers --skill fetch-related-triages
Clone the repo
git clone --depth 1 https://github.com/wangke19/gemini-ai-helpers

Made for: Claude Code, 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 Fetch Related Triages

README.md
[![agentmods](https://agentmods.dev/badge/skills/wangke19/gemini-ai-helpers/fetch-related-triages/github.svg)](https://agentmods.dev/skills/wangke19/gemini-ai-helpers/fetch-related-triages)
Your own site
<a href="https://agentmods.dev/skills/wangke19/gemini-ai-helpers/fetch-related-triages"><img src="https://agentmods.dev/badge/skills/wangke19/gemini-ai-helpers/fetch-related-triages/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.

agentmods 80×15 button for Fetch Related Triages

Your own site · 80×15
<a href="https://agentmods.dev/skills/wangke19/gemini-ai-helpers/fetch-related-triages"><img src="https://agentmods.dev/badge/skills/wangke19/gemini-ai-helpers/fetch-related-triages.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 20 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,171 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.
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 $0.00020 $0.01171
Opus 5 $0.00010 $0.00585
Sonnet 5 $0.00004 $0.00234
Haiku 4.5 $0.00002 $0.00117

Measured 11d ago against content hash 78837367d8f0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

Fetch Related Triages 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 11d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (fetch_related_triages.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

extensions/ci/skills/fetch-related-triages/SKILL.md · 126 lines

How it starts

The opening of the file, as written. The whole thing — 126 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Queries the Sippy API to find existing triage records and untriaged regressions that may be related to a given Component Readiness regression. The API matches based on similarly named tests and shared last failure times.

When to Use This Skill

  • During regression analysis to find existing triages that could cover the current regression
  • To find untriaged regressions that share the same root cause and should be triaged together
  • To avoid filing duplicate bugs when a related triage already exists

API Endpoint

GET https://sippy.dptools.openshift.org/api/component_readiness/regressions/{id}/matches

No authentication required (uses production Sippy URL).

Usage

# Fetch all related triages (default: all confidence levels)
python3 extensions/ci/skills/fetch-related-triages/fetch_related_triages.py 35479

# Filter to high confidence matches only
python3 extensions/ci/skills/fetch-related-triages/fetch_related_triages.py 35479 --min-confidence 5

# Human-readable summary
python3 extensions/ci/skills/fetch-related-triages/fetch_related_triages.py 35479 --format summary

Arguments

  • regression_id (required): The Component Readiness regression ID
  • --min-confidence (optional): Minimum confidence level to include (1-10, default: 1)
  • --format (optional): Output format — json (default) or summary

Confidence Levels

The API assigns a confidence level (1-10) to each match:

  • 10: High confidence — the triage's regressions include the same test (exact test_id match) or very closely related tests with shared failure patterns
  • 5: Medium confidence — similarly named tests matched by edit distance, suggesting related tests in the same area
  • 2: Low confidence — regressions share the same last failure timestamp, which may indicate they were from the same failing job runs but could be coincidental

Output Format

JSON output

{
  "success": true,
  "regression_id": 35479,
  "triaged_matches": [
    {
      "triage_id": 370,
      "triage_ui_url": "https://sippy-auth.dptools.openshift.org/sippy-ng/component_readiness/triages/370",
      "jira_key": "OCPBUGS-76612",
      "jira_url": "https://redhat.atlassian.net/browse/OCPBUGS-76612",
      "jira_status": "New",
      "jira_summary": "Component Readiness: [Networking / ovn-kubernetes] ...",
      "triage_type": "test",
      "triage_description": "...",
      "confidence_level": 10,
      "regressions_on_triage": [
        {
          "id": 35217,
          "test_name": "...",
          "test_id": "...",
          "component": "Networking / ovn-kubernetes",
          "variants": ["..."],
          "opened": "...",
          "closed": null,
          "triages": null,
          "last_failure": "..."
        }
      ]
    }
  ],
  "untriaged_regressions": [
    {
      "id": 35480,
      "test_name": "...",
      "test_id": "...",
      "component": "...",
      "variants": ["..."],
      "opened": "...",
      "closed": null,
      "triages": null,
      "last_failure": "...",
      "match_reason": "similarly_named_test",
      "edit_distance": 1
    }
  ]
}

Read the full file on GitHub · 126 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. 11d ago First seen · 126 lines · 20 tokens per session scan A 78837367d8f0

Subscribe to this mod's changes

Fetch Related Triages is a skill published in the GitHub repository wangke19/gemini-ai-helpers (2 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 20 tokens to every session and 1,171 once invoked, about $0.0001 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.