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-iteration-audit/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-iteration-audit)<a href="https://agentmods.dev/skills/tsz-org/tsz/tsz-iteration-audit"><img src="https://agentmods.dev/badge/skills/tsz-org/tsz/tsz-iteration-audit/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-iteration-audit"><img src="https://agentmods.dev/badge/skills/tsz-org/tsz/tsz-iteration-audit.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 | $0.00066 | $0.00550 |
| Opus 5.5 | $0.00026 | $0.00220 |
| Sonnet 5.5 | $0.00013 | $0.00110 |
| Haiku 4.5 | $0.00007 | $0.00055 |
Grade A, and why
tsz-iteration-audit scanned grade A with 1 finding 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.
Enumerates other installed skillslowAgent snooping
Other skills' SKILL.md files reveal prompts, capabilities and secrets that should be invisible to peers.
find .agents/skills .claude/skills scripts/agents scripts/ci scripts/arch scripts/bench scripts/conformance scripts/emit -maxdepth 3 -type f | sort Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.
What it actually says
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
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:
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).
What ships with it
2 files 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.
- 23d ago First seen · 53 lines · 66 tokens per session scan A ecc570fd8a7d
tsz-iteration-audit is a skill published in the GitHub repository tsz-org/tsz (577 stars, last pushed today), licensed Apache-2.0. It adds 66 tokens to every session and 550 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 1 finding (enumerates other installed skills). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-28.
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