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tsz-iteration-audit

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UpdatedJune 2, 2026 at 05:23

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.

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mohsen1/tsz

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SKILL.md

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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

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 AgentName.

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Preserve TSZ architecture boundaries while changing checker, solver, binder, emitter, LSP, WASM, or CLI code. Use when planning semantic fixes, moving logic across query boundaries, handling architecture guard failures, ratcheting boundary debt, or reviewing changes for solver-first and no hardcoding rules.

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Drive TSZ GitHub PRs through review, CI, and the merge queue. Use when checking PR status, debugging failing GitHub Actions, deciding whether a PR is WIP, marking draft PRs ready, enqueueing or verifying the queue, landing a PR, or interpreting TSZ CI gates.

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Triage and maintain TSZ diagnostic conformance. Use when investigating conformance regressions, accepted-regression drift, fingerprint-only failures, issue creation from conformance data, or focused parity fixes that must preserve the conformance gate.

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Use when planning, implementing, reviewing, or interpreting TSZ performance work, including benchmark regressions, cache/residency changes, timing claims, perf counters, hotspot investigations, OOM/timeout/stack-overflow blockers, or optimization PR evidence.

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tsz-pr-coordination

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Create, refresh, and publish TSZ pull requests with correct coordination state. Use when opening a draft PR, updating a PR body, applying canonical agent labels, changing WIP/draft/ready state, acknowledging review, handing off readiness to a manager agent, or making sure a TSZ PR satisfies AgentName, Project Corpus Impact, verification, and overlap rules.

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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

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 AgentName.