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template-registered-report — measured AI agent skill | DecimalAI

docxology/template-registered-report

SkillScore77

Registered-report exemplar for preregistration locking, deviation ledgers, replication, and confirmatory claim boundaries.

researchby docxology

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Research pack

decimalai skills pull docxology-template-registered-report

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/docxology-template-registered-report/SKILL.md

Raw file: /s/docxology-template-registered-report/SKILL.md ↗ · machine-readable summary at /s/docxology-template-registered-report.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 32h ago

—-37% tokens0% turns77% of whole cases pass with skill (17/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-05	✗→✓	▲ Improved	-71%	0%
case-07	✗→✓	▲ Improved	-59%	0%
case-09	✗→✓	▲ Improved	-26%	0%
case-12	✗→✓	▲ Improved	-65%	0%
case-14	✗→✓	▲ Improved	-48%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/8/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

docxology / template

projects/templates/template_registered_report/.agents/skills/template-registered-report/SKILL.md

View on GitHub ↗

License MITImported 8/8/2026Version v2

Skill contents

SKILL.md

template-registered-report

Load this skill when working inside projects/templates/template_registered_report/.

When to Use

Creating or reviewing a preregistered study.
Auditing deviations between a frozen plan and executed analyses.
Forking a registered-report scaffold.

Quick Reference

bash
uv run pytest projects/templates/template_registered_report/tests --cov=projects/templates/template_registered_report/src --cov-fail-under=90
uv run python scripts/pipeline/stage_01_test.py --project templates/template_registered_report --project-only

Pitfalls

Do not backfill hypotheses from observed results.
Label exploratory analyses explicitly.
Regenerate figures through scripts/generate_figures.py; it writes

output/figures/figure_registry.json only after all four registered-report figures exist, and supports explicit temp destinations for isolated checks.

Regenerate review artifacts with scripts/generate_review_artifacts.py; the

suite binds the committed output/reports/*.json artifacts and the manuscript's sensitivity row and deviation ledger to a fresh regeneration, so never hand-edit those files or the bound prose.

Want to see if docxology/template-registered-report would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.