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Agent skill

Tech Debt CI Review

by ZaxbyHub in ZaxbyHub/opencode-swarm

Codex adapter for deep technical-debt and CI-stability audits.

MITAuto-check passedDevelopment

Install Tech Debt CI Review

skills CLI
$ npx skills add ZaxbyHub/opencode-swarm --skill tech-debt-ci-review -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ZaxbyHub/opencode-swarm tech-debt-ci-review --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/tech-debt-ci-review .claude/skills/tech-debt-ci-review && rm -rf skills-src

Use ~/.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/

Facts

Skill name
tech-debt-ci-review
GitHub stars
494
Token cost
~239 tokens
SKILL.md length
78 words
Files
2
Skills in repo
91
Repo updated
First seen
Licence
MIT

At a glance

Codex adapter for deep technical-debt and CI-stability audits.

  • Asked to find test theater
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Mis-scoped tests
  • Brittle CI/toolchain behavior

What it does

Tech Debt CI Review is an agent skill from ZaxbyHub/opencode-swarm. Codex adapter for deep technical-debt and CI-stability audits. Use when asked to find test theater, flaky tests, missing or mis-scoped tests, brittle CI/toolchain behavior, structural debt blocking green PRs, or a remediation order for opencode-swarm.

Its SKILL.md is about 240 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Development, covering Technical debt and Failing and flaky tests. The repository describes itself as: Architect-centric agentic swarm plugin for OpenCode. Hub-and-spoke orchestration with SME consultation, code generation, and QA review. The licence is MIT.

When your agent uses it

  • Asked to find test theater
  • Mis-scoped tests
  • Brittle CI/toolchain behavior
  • Structural debt blocking green PRs

Example prompts

  • “/tech-debt-ci-review”

What it can do on your machine

Read from SKILL.md and the folder at commit b63a4bd. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Tech Debt CI Review loads about 239 tokens when it runs. Until then it costs about 68 tokens; SKILL.md has 78 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~68
When it runs · the whole SKILL.md, loaded when a task matches
~239

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.

Safety

Auto-check passed

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.

SKILL.md

The full file from ZaxbyHub/opencode-swarm at commit b63a4bd, republished under its MIT licence (© ZaxbyHub). 78 words, ~239 tokens.

Download SKILL.mdSave it as .claude/skills/tech-debt-ci-review/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
tech-debt-ci-review
description
Codex adapter for deep technical-debt and CI-stability audits. Use when asked to find test theater, flaky tests, missing or mis-scoped tests, brittle CI/toolchain behavior, structural debt blocking green PRs, or a remediation order for opencode-swarm.
audience
swarm-plugin

Tech Debt CI Review

Read .claude/skills/tech-debt-ci-review/SKILL.md for the canonical audit structure.

Codex-specific execution notes:

  • Start from actual CI/workflow files, test scripts, recent failures, and current repo state.
  • Use shell commands and rg to gather evidence; avoid broad test_runner scopes.
  • Prioritize findings that can cause false green, false red, flaky CI, or blocked release flow.
  • Produce findings with file/line references, impact, evidence, and a remediation order.

Load $running-tests for validation command selection and $engineering-conventions when findings touch repo invariants.

© ZaxbyHub, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in .agents/skills/tech-debt-ci-review of ZaxbyHub/opencode-swarm.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit b63a4bd

Compare with similar skills

Tech Debt CI Review 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.

Tech Debt CI Review compared with similar skills
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Tech Debt CI Review this skillZaxbyHub/opencode-swarm494—~239Automated safety check: PassMIT
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Iterate PRmeshery/meshery-operator1517 repos~2.2kAutomated safety check: PassApache-2.0
React Router Bug Fix Workflowremix-run/react-router57k—~1.3kAutomated safety check: PassMIT
Bug InvestigatorMageByte-Zero/spec-superflow8461 repos~1.6kAutomated safety check: PassMIT
Runtime Debugvercel/next.js143k1 repos~618Automated safety check: PassMIT

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Categories

Questions about Tech Debt CI Review

What does Tech Debt CI Review do?

Codex adapter for deep technical-debt and CI-stability audits. Tech Debt CI Review is an agent skill from ZaxbyHub/opencode-swarm. Codex adapter for deep technical-debt and CI-stability audits.

When should I use Tech Debt CI Review?

Tech Debt CI Review fits situations like: asked to find test theater; mis-scoped tests; brittle CI/toolchain behavior; structural debt blocking green PRs.

How do I install Tech Debt CI Review in Claude Code?

Run `npx skills add ZaxbyHub/opencode-swarm --skill tech-debt-ci-review -a claude-code`. Or copy the skill folder (.agents/skills/tech-debt-ci-review in ZaxbyHub/opencode-swarm) into .claude/skills/tech-debt-ci-review in your project. Claude Code loads it when a task matches its description.

How do I install Tech Debt CI Review in Codex?

Run `npx skills add ZaxbyHub/opencode-swarm --skill tech-debt-ci-review -a codex`. Or copy the skill folder (.agents/skills/tech-debt-ci-review in ZaxbyHub/opencode-swarm) into .agents/skills/tech-debt-ci-review in your project. Codex loads it when a task matches its description.

Can I use Tech Debt CI Review in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ZaxbyHub/opencode-swarm --skill tech-debt-ci-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tech-debt-ci-review, .gemini/skills/tech-debt-ci-review, .github/skills/tech-debt-ci-review and .opencode/skills/tech-debt-ci-review in your project.

What does Tech Debt CI Review need to run?

SKILL.md names no scripts, command-line tools or credentials: Tech Debt CI Review is instructions for the agent only.

Does Tech Debt CI Review access the network?

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.

Is Tech Debt CI Review safe to install?

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.

What licence does Tech Debt CI Review use?

Tech Debt CI Review is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Tech Debt CI Review use?

About 239 tokens (SKILL.md is roughly 956 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Tech Debt CI Review?

Skills that share tags, products or a category with Tech Debt CI Review: PR Babysitter (openinterpreter/openinterpreter, 69k stars), Iterate PR (meshery/meshery-operator, 151 stars), React Router Bug Fix Workflow (remix-run/react-router, 57k stars) and Bug Investigator (MageByte-Zero/spec-superflow, 846 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tech Debt CI Review?

ZaxbyHub (a GitHub organization) maintains it in ZaxbyHub/opencode-swarm, which has 494 GitHub stars. The repository holds 91 skills in this directory. The repository was last updated on October 10, 2026.

Source: ZaxbyHub/opencode-swarm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.