Borrowing it
Nothing to install: this file belongs to tsz-org/tsz. 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/tsz-org/tsz/main/.agents/skills/tsz-project-bench/SKILL.mdgit clone --depth 1 https://github.com/tsz-org/tszWrote 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/tsz-org/tsz/tsz-project-bench)<a href="https://agentmods.dev/skills/tsz-org/tsz/tsz-project-bench"><img src="https://agentmods.dev/badge/skills/tsz-org/tsz/tsz-project-bench/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/tsz-org/tsz/tsz-project-bench"><img src="https://agentmods.dev/badge/skills/tsz-org/tsz/tsz-project-bench.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00079 | $0.00548 |
| Opus 5.5 | $0.00032 | $0.00219 |
| Sonnet 5.5 | $0.00016 | $0.00110 |
| Haiku 4.5 | $0.00008 | $0.00055 |
Grade A, and why
tsz-project-bench 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 23d 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.
What it actually says
TSZ Project Bench
Use for project-corpus rows, benchmark harness, fixture metadata, PGO bench setup, and website benchmark data.
Rules
- Read
AGENTS.mdanddocs/plan/ROADMAP.mdfor durable benchmark/project work. - Inspect overlapping PRs/issues.
- Red row = correctness blocker before speed problem unless failure is runtime, residency, timeout, or OOM.
- Keep fixture metadata shared across
project-fixtures.sh,bench-vs-tsgo.sh, andproject-compile-guard.sh. - Wrap long/heavy local commands with
scripts/safe-run.sh.
Sources
scripts/bench/project-fixtures.shscripts/bench/bench-vs-tsgo.shscripts/ci/project-compile-guard.shcrates/tsz-website/src/_data/benchmark_data.js.github/workflows/bench.yml
Workflow
- Identify row, phase, and first failure: prepare,
tscvalidation, tsz check, emit scope, crash, timeout, OOM, metadata, website ingestion, timing. - Required/canary/all set:
TSZ_PROJECT_COMPILE_SET=<required|canary|all>. - Reproduce with the narrowest filter.
- If typecheck fails, reduce to owning compiler operation before optimizing.
- For speed work, name repeated operation and complexity change. No fixture-name special cases.
Commands
./scripts/bench/bench-vs-tsgo.sh --prepare-only
./scripts/bench/bench-vs-tsgo.sh --quick --filter "<row>" --json-file /tmp/bench.json
TSZ_PROJECT_COMPILE_FILTER="<row>" TSZ_PROJECT_COMPILE_SET=required scripts/ci/project-compile-guard.sh
TSZ_PROJECT_COMPILE_ALLOW_FAILURES=1 TSZ_PROJECT_COMPILE_SET=all scripts/ci/project-compile-guard.sh
PR notes: goal (green, fast, or grow), row, before/after failure class,
first broken phase, owner layer, fixture metadata changes, whether timing is
meaningful, commands/CI links.
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.
- 23d ago First seen · 52 lines · 79 tokens per session scan A ee82500a5598
tsz-project-bench is a skill published in the GitHub repository tsz-org/tsz (577 stars, last pushed today), licensed Apache-2.0. It adds 79 tokens to every session and 548 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 2026-09-28.
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