Adk Verify Snippets
google/adk-python
Checks that every Python code block in a Markdown file actually compiles and runs, by extracting each block to a temporary file, executing it in an isolated subprocess, and writing a pass/fail…
Audit dimension - find broken code by running every committed verification instrument and tabling deltas against the recorded baselines.
Install Dr Audit Broken
$ npx skills add AHepi/DeepReason --skill dr-audit-broken -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AHepi/DeepReason dr-audit-broken --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/AHepi/DeepReason.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/dr-audit-broken .claude/skills/dr-audit-broken && rm -rf skills-srcUse ~/.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/
Install the "dr-audit-broken" agent skill from https://github.com/AHepi/DeepReason/tree/main/.claude/skills/dr-audit-broken into .claude/skills/dr-audit-broken/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dr-audit-broken", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/AHepi/DeepReason/tree/main/.claude/skills/dr-audit-brokenType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add AHepi/DeepReason --skill dr-audit-broken -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AHepi/DeepReason dr-audit-broken --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AHepi/DeepReason.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/dr-audit-broken .agents/skills/dr-audit-broken && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "dr-audit-broken" agent skill from https://github.com/AHepi/DeepReason/tree/main/.claude/skills/dr-audit-broken into .agents/skills/dr-audit-broken/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dr-audit-broken", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AHepi/DeepReason --skill dr-audit-broken -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AHepi/DeepReason dr-audit-broken --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AHepi/DeepReason.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/dr-audit-broken .cursor/skills/dr-audit-broken && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "dr-audit-broken" agent skill from https://github.com/AHepi/DeepReason/tree/main/.claude/skills/dr-audit-broken into .cursor/skills/dr-audit-broken/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dr-audit-broken", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/AHepi/DeepReason.git --path .claude/skills/dr-audit-broken--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add AHepi/DeepReason --skill dr-audit-broken -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AHepi/DeepReason dr-audit-broken --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AHepi/DeepReason.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/dr-audit-broken .gemini/skills/dr-audit-broken && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "dr-audit-broken" agent skill from https://github.com/AHepi/DeepReason/tree/main/.claude/skills/dr-audit-broken into .gemini/skills/dr-audit-broken/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dr-audit-broken", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install AHepi/DeepReason dr-audit-brokenInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add AHepi/DeepReason --skill dr-audit-broken -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AHepi/DeepReason.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/dr-audit-broken .github/skills/dr-audit-broken && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "dr-audit-broken" agent skill from https://github.com/AHepi/DeepReason/tree/main/.claude/skills/dr-audit-broken into .github/skills/dr-audit-broken/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dr-audit-broken", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AHepi/DeepReason --skill dr-audit-broken -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AHepi/DeepReason dr-audit-broken --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AHepi/DeepReason.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/dr-audit-broken .opencode/skills/dr-audit-broken && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "dr-audit-broken" agent skill from https://github.com/AHepi/DeepReason/tree/main/.claude/skills/dr-audit-broken into .opencode/skills/dr-audit-broken/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dr-audit-broken", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
dr-audit-broken- GitHub stars
- 141
- Token cost
- ~690 tokens
- SKILL.md length
- 338 words
- Files
- 1
- Skills in repo
- 30
- Repo updated
- First seen
- Licence
- MIT
At a glance
Audit dimension - find broken code by running every committed verification instrument and tabling deltas against the recorded baselines.
- Works in 6 steps: pip install -e . --break-system-packages… → python -m pytest tests/ -q -n 4 —… → python tools/docs_verify.py — compare… → …
- Testing & QA work in your project
- SKILL.md covers Operations, GATE, Activation plant (first run) and Outlets
- Calls python, pip and git
What it does
Dr Audit Broken is an agent skill from AHepi/DeepReason. Audit dimension - find broken code by running every committed verification instrument and tabling deltas against the recorded baselines. Invoked by dr-audit-orchestrator when broken.md is missing.
Its SKILL.md is about 690 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Testing & QA. It works with Python and pytest. The licence is MIT.
When your agent uses it
- Testing & QA work in your project
Example prompts
- “/dr-audit-broken”
Requirements
- Python 3
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- pip install -e . --break-system-packages -q and
- python -m pytest tests/ -q -n 4 — compare failures to the
- python tools/docs_verify.py — compare failing checks to the
- python scripts/wheel_smoke.py then
- RETIRED (operator ruling 2026-08-22, CLAUDE.md §Build and test)
- Write broken.md: the table of every non-baseline delta, one row
What it can do on your machine
Read from SKILL.md and the folder at commit 9607fba. 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:
pythonpipgit
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip and git, 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
Dr Audit Broken loads about 690 tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 338 words of instructions outside code blocks.
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 AHepi/DeepReason at commit 9607fba, republished under its MIT licence (© AHepi). 338 words, ~690 tokens.
Download SKILL.mdSave it as
.claude/skills/dr-audit-broken/SKILL.md (or your agent's skills folder).- name
- dr-audit-broken
- description
- Audit dimension - find broken code by running every committed verification instrument and tabling deltas against the recorded baselines. Invoked by dr-audit-orchestrator when broken.md is missing.
Audit: broken code
Entry: LEDGER.md exists, broken.md missing. Exit: broken.md
written, LEDGER rows added, proofs in proof/.
Broken means: an instrument's output moved from
docs/AUDIT_BASELINES.md §Instruments. The instruments define
broken; this worker adds no judgment of its own (G3).
Operations
pip install -e . --break-system-packages -qandpip install pytest pytest-xdist jsonschema --break-system-packages -q. Run every command below withpython -mwhere applicable; save each full output toproof/broken-<n>.txt.python -m pytest tests/ -q -n 4— compare failures to the baseline failure list. Re-run any non-baseline failure serially (python -m pytest <nodeid> -q) before rowing it: still red → verdictbroken; green serially → verdictflaky(row it; flaky is a finding unless baseline-listed).python tools/docs_verify.py— compare failing checks to the baseline list. Non-baseline failure → verdictbroken(the check or the code it pins moved; the fix tranche decides which).python scripts/wheel_smoke.pythenpython -u scripts/wheel_operational_smoke.py— any non-zero exit → verdictbroken, target = the pin named in the output.- RETIRED (operator ruling 2026-08-22, CLAUDE.md §Build and test):
the root sweep is no longer an audit instrument. Do NOT run
tools/root_sweep.py. Writeproof/broken-sweep.txtcontaining the single lineretired 2026-08-22 — see CLAUDE.mdso the proof count stays auditable. - Write
broken.md: the table of every non-baseline delta, one row per finding, columns as the LEDGER. Matches baseline exactly → the table plus one line:all instruments at baseline, with the five proof files as the required proof of looking (G2).
GATE
Pass: every instrument ran (four live instruments + the retirement
marker file = five proof files) AND every non-baseline delta has a
LEDGER row with disposition parked.
Verdict labels: broken | flaky | baseline.
Activation plant (first run)
Edit one assert in a copy of a passing test to a false constant, run
step 2 scoped to that file, paste the red output, git checkout --
the file, paste the clean status.
Outlets
| Situation | Outlet |
|---|---|
| Any fix impulse | PARK — prompt in PARKED.md, route deepreason-orchestrator |
| Instrument itself crashes | row verdict broken, target = instrument, PARK |
| Baseline looks wrong | row it, PARK a baseline-correction prompt (PRECEDENCE 2) |
© AHepi, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .claude/skills/dr-audit-broken of AHepi/DeepReason.
Open the folder on GitHubat commit 9607fba
Compare with similar skills
Dr Audit Broken 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Dr Audit Broken this skillAHepi/DeepReason | 141 | — | ~690 | Automated safety check: Pass | MIT | |
| Adk Verify Snippetsgoogle/adk-python | 22k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Hermetic Python Unit TestsdimensionalOS/dimos | 4.6k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| ONNX Runtime Test Runnermicrosoft/onnxruntime | 22k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Simple Modern Uvjlevy/simple-modern-uv | 301 | — | ~1.9k | Automated safety check: Pass | MIT | |
| Test Coverage Reviewareed1192/finance-news-aggregator | 149 | — | ~2.6k | Automated safety check: Pass | MIT |
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Rules for writing, fixing and reviewing pytest unit tests that are hermetic: behavior-focused, deterministic, isolated and cheap to run.
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microsoft/onnxruntime
Runs and debugs ONNX Runtime tests: Google Test executables for C++ and unittest or pytest for Python, with filters and build-directory guidance.
Simple Modern Uv
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Start, selectively modernize, fully migrate, or update Python projects using simple-modern-uv practices: uv, ruff, BasedPyright, pytest, GitHub Actions CI, and tag-driven PyPI publishing.
Test Coverage Review
areed1192/finance-news-aggregator
Audit, plan, write, and verify unit tests for Python projects using pytest.
- Official
ONNX Runtime GPU Transformers Tests
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Runs the ONNX Runtime transformers Python tests against a GPU wheel and proves the cuDNN flash attention path was used rather than a silent fallback.
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Related
Categories
Questions about Dr Audit Broken
What does Dr Audit Broken do?
Audit dimension - find broken code by running every committed verification instrument and tabling deltas against the recorded baselines. Dr Audit Broken is an agent skill from AHepi/DeepReason. Audit dimension - find broken code by running every committed verification instrument and tabling deltas against the recorded baselines.
When should I use Dr Audit Broken?
Dr Audit Broken fits situations like: testing & QA work in your project.
How do I install Dr Audit Broken in Claude Code?
Run `npx skills add AHepi/DeepReason --skill dr-audit-broken -a claude-code`. Or copy the skill folder (.claude/skills/dr-audit-broken in AHepi/DeepReason) into .claude/skills/dr-audit-broken in your project. Claude Code loads it when a task matches its description.
How do I install Dr Audit Broken in Codex?
Run `npx skills add AHepi/DeepReason --skill dr-audit-broken -a codex`. Or copy the skill folder (.claude/skills/dr-audit-broken in AHepi/DeepReason) into .agents/skills/dr-audit-broken in your project. Codex loads it when a task matches its description.
Can I use Dr Audit Broken 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 AHepi/DeepReason --skill dr-audit-broken -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dr-audit-broken, .gemini/skills/dr-audit-broken, .github/skills/dr-audit-broken and .opencode/skills/dr-audit-broken in your project.
What does Dr Audit Broken need to run?
Going by SKILL.md and its folder, Dr Audit Broken needs the command-line tools its instructions call (python, pip and git). Our summary lists: Python 3.
Does Dr Audit Broken access the network?
SKILL.md contains no URLs. Its commands use pip and git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Dr Audit Broken 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 Dr Audit Broken use?
Dr Audit Broken 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 Dr Audit Broken use?
About 690 tokens (SKILL.md is roughly 2.8k 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 Dr Audit Broken?
Skills that share tags, products or a category with Dr Audit Broken: Adk Verify Snippets (google/adk-python, 22k stars), Hermetic Python Unit Tests (dimensionalOS/dimos, 4.6k stars), ONNX Runtime Test Runner (microsoft/onnxruntime, 22k stars) and Simple Modern Uv (jlevy/simple-modern-uv, 301 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Dr Audit Broken?
AHepi (a GitHub user) maintains it in AHepi/DeepReason, which has 141 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on September 10, 2026.
Source: AHepi/DeepReason on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.