skill-docxology-template-reproducibility-audit · by Install
$ agentstack add skill-docxology-template-reproducibility-audit ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-docxology-template-reproducibility-audit) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Reproducibility audit
Complements [manuscript-claim-verification](../manuscript-claim-verification/SKILL.md) (claim truth) by focusing on stability of artifacts.
Natural invoke
- "Prove templatecodeproject is reproducible before Zenodo"
- "Numbers in the PDF don't match after a clean rebuild"
- "Double-run the pipeline and diff outputs"
Inputs to confirm
- Project — from [
docs/_generated/active_projects.md](../../generated/activeprojects.md).
Workflow
- Determinism — fixed RNG seeds,
MPLBACKEND=Agg; no wall-clock/hostname/path leaks. List nondeterministic sources.
- Regenerate from clean — wipe working outputs, run core pipeline, regenerate manuscript variables. Capture exit status per stage.
- Diff — compare regenerated
output//and manuscript variables vs prose assertions. Hand-typed numbers not from generated variables are findings even if equal.
- Double-run stability — regenerate twice with clean tree between; any run-1 vs run-2 diff is hard failure.
- Fix — seed injection, variable-ize hard-typed numbers, remove timestamp leakage. Update
projects//AGENTS.mdand README.md with regeneration command. Never hand-editoutput/.
Deliverables
- Drift table: artifact | committed | regenerated | action.
- Commands + raw output; no invented coverage numbers.
Verification commands
uv sync
uv run python scripts/execute_pipeline.py --project --core-only
uv run python projects//scripts/z_generate_manuscript_variables.py
git stash --include-untracked -- output/ 2>/dev/null || true
uv run python scripts/execute_pipeline.py --project --core-only
git status --porcelain output/
uv run python scripts/01_run_tests.py --project
uv run python -m infrastructure.validation.cli prerender projects//manuscript --repo-root .
uv run python -m infrastructure.validation.cli pdf output//pdf/
uv run python -m infrastructure.validation.cli integrity output//When NOT to use
- Stage fails during regeneration → [pipeline-debugging](../pipeline-debugging/SKILL.md)
- Per-sentence claim audit → [manuscript-claim-verification](../manuscript-claim-verification/SKILL.md)
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: docxology
- Source: docxology/template
- License: Apache-2.0
- Homepage: https://doi.org/10.5281/zenodo.19139090
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.