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Agent skill

Tsz Iteration Audit

by tsz-org in tsz-org/tsz

Audit TSZ repo iteration speed and quality. An agent skill from tsz-org/tsz.

Apache-2.0Auto-check passedAI & LLM Engineering

Install Tsz Iteration Audit

skills CLI
$ npx skills add tsz-org/tsz --skill tsz-iteration-audit -a claude-code

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

GitHub CLI
$ gh skill install tsz-org/tsz tsz-iteration-audit --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/tsz-org/tsz.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/tsz-iteration-audit .claude/skills/tsz-iteration-audit && 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
tsz-iteration-audit
GitHub stars
577
Token cost
~557 tokens
SKILL.md length
141 words
Files
3 (incl. references)
Skills in repo
12
Repo updated
First seen
Licence
Apache-2.0

At a glance

Audit TSZ repo iteration speed and quality. An agent skill from tsz-org/tsz.

  • Asked to deep-dive repo health
  • SKILL.md covers Audit, Classify, Choose Smallest Fix and PR Shape
  • Calls gh and rg
  • Identify avoidable delays

What it does

Tsz Iteration Audit is an agent skill from tsz-org/tsz. Audit TSZ repo iteration speed and quality. Use when asked to deep-dive repo health, identify avoidable delays, improve agent workflows, reduce CI/PR churn, add guardrails, choose skills to install or create, or turn recurring TSZ process failures into focused tooling/docs PRs.

Its SKILL.md is about 560 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `agents/openai.yaml` and `references/2026-05-26-findings.md`).

It sits in AI & LLM Engineering. The repository describes itself as: An experiment in fully hand-off software engineering: A performance-first TypeScript checker. The licence is Apache-2.0.

When your agent uses it

  • Asked to deep-dive repo health
  • Identify avoidable delays
  • Improve agent workflows
  • Reduce CI/PR churn

Example prompts

  • “/tsz-iteration-audit”

What it can do on your machine

Read from SKILL.md and the folder at commit 153b25a. 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

    Shell commands in SKILL.md call:

    • gh
    • rg

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

  • Network

    No URLs in SKILL.md. Its commands use gh, which can reach the network depending on how they are called.

    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

Tsz Iteration Audit loads about 557 tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 75 tokens; SKILL.md has 141 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~75
When it runs · the whole SKILL.md, loaded when a task matches
~557
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.4k

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 tsz-org/tsz at commit 153b25a, republished under its Apache-2.0 licence (© tsz-org). 141 words, ~557 tokens.

Download SKILL.mdSave it as .claude/skills/tsz-iteration-audit/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
tsz-iteration-audit
description
Audit TSZ repo iteration speed and quality. Use when asked to deep-dive repo health, identify avoidable delays, improve agent workflows, reduce CI/PR churn, add guardrails, choose skills to install or create, or turn recurring TSZ process failures into focused tooling/docs PRs.

TSZ Iteration Audit

Use to turn recurring workflow/context/guardrail costs into small, evidence-backed PRs. Do not create roadmap/status docs unless durable project direction changes.

Audit

bash
sed -n '1,320p' docs/plan/ROADMAP.md
gh pr list --state open --limit 100 --json number,title,isDraft,headRefName,baseRefName,labels,updatedAt,url
gh pr list --state merged --limit 30 --json number,title,headRefName,mergedAt,url
gh issue list --state open --limit 100 --json number,title,labels,updatedAt,url
scripts/agents/llm-context-audit.py
find .agents/skills .claude/skills scripts/agents scripts/ci scripts/arch scripts/bench scripts/conformance scripts/emit -maxdepth 3 -type f | sort

Use targeted searches only when needed:

bash
rg -n "source_text\\.contains|rewrite_.*fingerprints|format_type_diagnostic|TypeData|CompatChecker|is_assignable_to" crates scripts
rg -n "WIP|stale|drift|queue|worktree|disk|allowlist|fingerprint|context" docs scripts .agents .claude .codex

Classify

  • workflow: stale starts, lost coordination.
  • guardrail: missing architecture/file-size/WIP/PR-body/CI check.
  • visibility: data exists but is hard to find.
  • duplication: policy repeated across scripts/docs/skills.
  • behavior debt: compiler bug; route to owner skill/issue.
  • context debt: startup hooks/settings/prompts waste tokens.

Choose Smallest Fix

  • Refine a skill for repeatable procedure.
  • Add/update a script/test for deterministic enforcement.
  • Update docs only when they change future behavior.
  • File an issue if the real fix is outside the PR.

For prior evidence, read references/2026-05-26-findings.md only when it helps.

PR Shape

Include recurring cost, evidence source, changed skill/script/doc, why compiler behavior is unchanged, validation command, and the roadmap goal the fix unblocks (Goal: hold when it protects the parity floor).

© tsz-org, Apache-2.0. 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 2 other files (references) in .agents/skills/tsz-iteration-audit of tsz-org/tsz.

  • SKILL.md
  • agents/openai.yaml
  • references/2026-05-26-findings.md

Open the folder on GitHubat commit 153b25a

Compare with similar skills

Tsz Iteration Audit 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.

Tsz Iteration Audit compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tsz Iteration Audit this skilltsz-org/tsz577—~557Automated safety check: PassApache-2.0
Agent BuildershareAI-lab/learn-claude-code78k4 repos~1.2kAutomated safety check: PassMIT
Add Uint Supportpytorch/pytorch104k2 repos~2.3kAutomated safety check: PassCustom licence
LLM Benchmarking with lm-evaluation-harnessOrchestra-Research/AI-Research-SKILLs13k8 repos~3kAutomated safety check: PassMIT
Segment Anything Model GuideOrchestra-Research/AI-Research-SKILLs13k8 repos~3.3kAutomated safety check: PassMIT
1passwordtrpc-group/trpc-agent-go1.9k14 repos~656Automated safety check: PassApache-2.0

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Categories

Questions about Tsz Iteration Audit

What does Tsz Iteration Audit do?

Audit TSZ repo iteration speed and quality. An agent skill from tsz-org/tsz. Tsz Iteration Audit is an agent skill from tsz-org/tsz. Audit TSZ repo iteration speed and quality.

When should I use Tsz Iteration Audit?

Tsz Iteration Audit fits situations like: asked to deep-dive repo health; identify avoidable delays; improve agent workflows; reduce CI/PR churn.

How do I install Tsz Iteration Audit in Claude Code?

Run `npx skills add tsz-org/tsz --skill tsz-iteration-audit -a claude-code`. Or copy the skill folder (.agents/skills/tsz-iteration-audit in tsz-org/tsz) into .claude/skills/tsz-iteration-audit in your project. Claude Code loads it when a task matches its description.

How do I install Tsz Iteration Audit in Codex?

Run `npx skills add tsz-org/tsz --skill tsz-iteration-audit -a codex`. Or copy the skill folder (.agents/skills/tsz-iteration-audit in tsz-org/tsz) into .agents/skills/tsz-iteration-audit in your project. Codex loads it when a task matches its description.

Can I use Tsz Iteration Audit 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 tsz-org/tsz --skill tsz-iteration-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tsz-iteration-audit, .gemini/skills/tsz-iteration-audit, .github/skills/tsz-iteration-audit and .opencode/skills/tsz-iteration-audit in your project.

What does Tsz Iteration Audit need to run?

Going by SKILL.md and its folder, Tsz Iteration Audit needs the command-line tools its instructions call (gh and rg).

Does Tsz Iteration Audit access the network?

SKILL.md contains no URLs. Its commands use gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Tsz Iteration Audit 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 Tsz Iteration Audit use?

Tsz Iteration Audit is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Tsz Iteration Audit use?

About 557 tokens (SKILL.md is roughly 2.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 844 tokens, read only when the agent opens those files.

What are the alternatives to Tsz Iteration Audit?

Skills that share tags, products or a category with Tsz Iteration Audit: Agent Builder (shareAI-lab/learn-claude-code, 78k stars), Add Uint Support (pytorch/pytorch, 104k stars), LLM Benchmarking with lm-evaluation-harness (Orchestra-Research/AI-Research-SKILLs, 13k stars) and Segment Anything Model Guide (Orchestra-Research/AI-Research-SKILLs, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tsz Iteration Audit?

tsz-org (a GitHub organization) maintains it in tsz-org/tsz, which has 577 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on September 9, 2026.

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