Borrowing it
Nothing to install: this file belongs to tam159/next-role. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/tam159/next-role/main/.agents/skills/quality/SKILL.mdgit clone --depth 1 https://github.com/tam159/next-roleWrote 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/tam159/next-role/quality)<a href="https://agentmods.dev/skills/tam159/next-role/quality"><img src="https://agentmods.dev/badge/skills/tam159/next-role/quality/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/tam159/next-role/quality"><img src="https://agentmods.dev/badge/skills/tam159/next-role/quality.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 | $0.00083 | $0.00724 |
| Opus 5.5 | $0.00033 | $0.00290 |
| Sonnet 5.5 | $0.00017 | $0.00145 |
| Haiku 4.5 | $0.00008 | $0.00072 |
Grade A, and why
quality 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 55 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Quality
Run validation the way AGENTS.md defines it for this repo. Two modes — pick by scope, not habit.
Changed-file check (default after edits)
Validate everything you touched once at the end of a task — modified tracked files plus new untracked, non-ignored files — in a single run from the repo root:
pre-commit run --files $(git ls-files --modified --others --exclude-standard)
Don't run it after every individual edit; batch. If pre-commit isn't on this shell's PATH, it is a backend dev dependency: backend/.venv/bin/pre-commit run --files ....
Full sweep (/quality, "full quality pass")
When invoked explicitly, when asked for a full quality pass, before opening a PR, or after a large refactor:
pre-commit run --all-files
This executes every configured hook on every tracked file:
trailing-whitespace,end-of-file-fixer,check-yaml,check-added-large-filesgitleaks(secret scanning)- Backend + analytics:
ruff check --fix,ruff format, anduv run ty checkper project - Analytics dbt SQL:
sqlfluff fix+sqlfluff lint - Frontend:
eslint --fix,prettier --write,pnpm --dir frontend type-check, andscripts/check-langchain-sdk-sync.mjs(single installed copy of@langchain/langgraph-sdk)
Workflow (both modes)
- Run the command from the repo root.
- If hooks modify files (ruff/prettier auto-fix, EOL fixer): re-read those files before reporting — the on-disk content differs from what you wrote — then re-stage and re-run until the run is clean.
- If hooks fail with errors (type errors, lint errors that aren't auto-fixable, secrets detected): report the errors. Do not edit unrelated files to make them pass — fix only what's broken.
- Report the final status: green (everything passed) or red (the remaining failures).
Targeted checks
Pre-commit runs linters and type checkers, not tests. Run the relevant suite before the pre-commit step when it gives faster, more relevant feedback:
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.
- 1mo ago Changed 40881b71436a
- 2mo ago Changed · +13 lines · +40 tokens per session c7ba7227c976
- 2mo ago First seen · 42 lines · 43 tokens per session scan A a53b67abf3be
quality is a skill published in the GitHub repository tam159/next-role (65 stars, last pushed 2d ago), licensed MIT. It adds 83 tokens to every session and 724 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 2026-08-30.
quality compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| qualitytam159/next-role | Skill | 65 | 2d ago | MIT | A | 83 | Codex |
| ai-dev-jobs-mcp-v2diegosouzapw/awesome-omni-skills | Skill | 170 | 4mo ago | MIT | A | 78 | Claude Code, Codex |
| ai-dev-jobs-mcpdiegosouzapw/awesome-omni-skills | Skill | 170 | 4mo ago | MIT | A | 76 | Claude Code, Codex |
| openspec-verify-changeFission-AI/OpenSpec | Skill | 74k | yesterday | MIT | A | 51 | Claude Code |
| schema-explorationlangchain-ai/deepagents | Skill | 31k | yesterday | MIT | A | 57 | Claude Code, Codex |
| cli-resiliencediegosouzapw/OmniRoute | Skill | 83k | 5d ago | MIT | A | 35 | Claude Code, Codex |
| merge-batchdiegosouzapw/OmniRoute | Skill | 83k | 5d ago | MIT | A | 46 | Claude Code |