sumo-qa-deciding-approach

sumo-qa-deciding-approach is a skill for Claude Code from sumithr/sumo-qa. It costs 63 tokens per session (3,382 once invoked), scanned A, original, Apache-2.0.

A QA request router that chooses the right testing approach for a change and sends it to the matching workflow.

In plain words
What is it for?
Use it to decide whether a change needs focused tests, repository-wide testing, no new tests, or verification of existing tests.
Why use it?
It prevents teams from using the wrong kind of test, including tests for unreachable code or changes that do not need new tests.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the sumo-qa plugin — 20 skills, 2 agents, 3 hooks, 1 MCP server shipped together

Good fit Use it to decide whether a change needs focused tests, repository-wide testing, no new tests, or verification of existing tests.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/sumithr/sumo-qa/sumo-qa-deciding-approach
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 sumithr/sumo-qa --skill sumo-qa-deciding-approach
Clone the repo
git clone --depth 1 https://github.com/sumithr/sumo-qa

Made for: Claude Code.

Or install sumo-qa, the plugin that ships this one along with the rest of its 20 skills, 2 agents, 3 hooks, 1 MCP server.

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 sumo-qa-deciding-approach

README.md
[![agentmods](https://agentmods.dev/badge/skills/sumithr/sumo-qa/sumo-qa-deciding-approach/github.svg)](https://agentmods.dev/skills/sumithr/sumo-qa/sumo-qa-deciding-approach)
Your own site
<a href="https://agentmods.dev/skills/sumithr/sumo-qa/sumo-qa-deciding-approach"><img src="https://agentmods.dev/badge/skills/sumithr/sumo-qa/sumo-qa-deciding-approach/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 sumo-qa-deciding-approach

Your own site · 80×15
<a href="https://agentmods.dev/skills/sumithr/sumo-qa/sumo-qa-deciding-approach"><img src="https://agentmods.dev/badge/skills/sumithr/sumo-qa/sumo-qa-deciding-approach.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 63 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,382 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 $0.00063 $0.03382
Opus 5.5 $0.00025 $0.01353
Sonnet 5.5 $0.00013 $0.00676
Haiku 4.5 $0.00006 $0.00338

Measured 24d ago against content hash cc64981ad472, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

sumo-qa-deciding-approach 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 24d 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.

skills/sumo-qa-deciding-approach/SKILL.md · 145 lines

How it starts

The opening of the file, as written. The whole thing — 145 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Deciding the QA approach

This hop is silent. It is internal orchestration: no announcement, checklist, status, taxonomy label, or routing payload reaches the user. Routed: the next skill's answer is the first thing they read. STOP: a short plain-English answer (decision + evidence).

Output discipline (mandatory)

Inherits the global discipline from using-sumo-qa: output discipline (never surface internal taxonomy labels — say "behaviour change in pricing", not "Classification: business_logic_change"), output economy (spend output on findings not framing; no preamble or self-narration; one question per turn; no closing pleasantries), knowledge authority hierarchy, internal scaffolding stays internal, and specialty-tool fit.

The Iron Law

SHAPE FIRST, then REACHABILITY. Decide single-change vs repo-wide vs no-tests-recommended before picking a per-change approach — wrong shape means wrong-shaped tests. When the shape is single-change, check reachability/load-bearing before picking a test-writing approach — orphan code routes to recommend-removal, not test scaffolding.

When to Use

using-sumo-qa routes here on every QA-shaped intent; this skill ALWAYS runs before any other QA skill. Even simple intents pass through — no-tests-recommended and verify-existing exist for cases that don't merit new tests.

Checklist

Work through these in order as private reasoning. Never render them in chat: no numbered tracker, no [DONE] statuses, no step narration. If the host has a task primitive, keep this hop off it; a visible router checklist is the leak this skill exists to prevent.

  1. Read the user's intent verbatim and any supplied target paths.
  2. Call sumo_qa_load_classifications() and sumo_qa_load_approaches(), this router's own loads (see Catalogue responsibilities).
  3. Reason about classification: which single catalogue entry is the PRIMARY one? Decide it by the executable-behaviour rule, not path; cite the words internally. Then run the grounded security-relevance pass (see using-sumo-qa) on ORDINARY work too, not only explicit security requests: if the change ALSO touches auth/authorisation, secrets, input sanitisation, rate limiting, audit logging, or a security-relevant config/dependency movement, note internally that security_change co-applies (it does NOT replace the primary classification) so the routed sub-skill carries that grounded gap forward — no parallel taxonomy; not grounded → don't add it. The routing payload still emits the single primary classification.
  4. Reason about shape: single change vs repo-wide / strategy ask vs config tweak vs docs-only? Strategy-shaped asks ("audit", "strategy", "pyramid", "rollout") route to strategy-orchestration — do NOT force per-change output.
  5. Run the removability gate BEFORE picking a test-writing approach. If the user named target paths and the code is orphaned — zero internal callers, zero CI/workflow refs, zero README/docs refs, no entry-point declaration (pyproject [project.scripts], package.json scripts, etc.) — set the approach to recommend-removal regardless of natural classification, and surface the reachability evidence in the rationale. If reachability is genuinely ambiguous (external cron, hand-invoked tooling, public CLI), ask ONE clarifying question.
  6. Pick the approach. Security-test requests or material grounded security gaps needing deeper evidence route to security-focused-qa; simple gaps stay as test/review/static/dynamic/config/dependency actions. The catalogue is authoritative; use n/a only when no catalogue approach fits and capture the non-canonical surface in rationale.
  7. If a real ambiguity remains (e.g. user said "test the thing" with no paths and no domain), ask ONE clarifying question. Otherwise, do not ask.
  8. Return INTERNALLY using the Routing-payload shape below — routing data the next skill consumes, NOT user output. Route to the named sub-skill silently (security testing: via its bundle); it produces what the user sees. On STOP, answer in plain English instead.

Read the full file on GitHub · 145 lines

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. 24d ago Changed · +1 lines cc64981ad472
  2. 26d ago Changed 18c85dfe8b37
  3. 27d ago Changed 5f72f8d201c3
  4. 1mo ago Changed · -1 lines · +3 tokens per session e9c9953d3234
  5. 2mo ago First seen · 145 lines · 60 tokens per session scan A 0719ca8c7ea0

Subscribe to this mod's changes

sumo-qa-deciding-approach is a skill published in the GitHub repository sumithr/sumo-qa (7 stars, last pushed yesterday), licensed Apache-2.0. It adds 63 tokens to every session and 3,382 once invoked, about $0.0003 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 2026-08-31.

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