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

docxology/template-redacted-report

SkillScore86Maintained

Redacted release-report exemplar for classification ceilings, source protection, source-safe ledgers, reviewer gates, and mosaic-risk checks.

by docxology

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

Automatic

Doc Ops pack

decimalai skills pull docxology-template-redacted-report

Get this skill — curl · raw file

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

Raw file: /s/docxology-template-redacted-report/SKILL.md ↗ · machine-readable summary at /s/docxology-template-redacted-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 6d ago

—-32% tokens0% turns86% of whole cases pass with skill (19/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	59%	0%
case-04	✗→✓	▲ Improved	-52%	0%
case-06	✗→✓	▲ Improved	-50%	0%
case-07	✗→✓	▲ Improved	-56%	0%
case-08	✗→✓	▲ Improved	-60%	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 — 8/1/2026

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_redacted_report/.agents/skills/template-redacted-report/SKILL.md

View on GitHub ↗

License MITImported 8/1/2026Version v1

Skill contents

SKILL.md

template-redacted-report

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

When to Use

Creating or reviewing a sanitized release-report workflow.
Auditing redaction ledgers, source-control coverage, reviewer approvals, residual-risk patterns, and mosaic risk.
Forking a disclosure-control scaffold.

Quick Reference

bash
uv run pytest projects/templates/template_redacted_report/tests --cov=projects/templates/template_redacted_report/src --cov-fail-under=90
uv run python scripts/pipeline/stage_01_test.py --project templates/template_redacted_report --project-only
uv run python scripts/pipeline/stage_02_analysis.py --project templates/template_redacted_report

Pitfalls

Use invented or cleared public fixture text only.
Keep source-safe ledgers hash-based; do not expose original redacted spans in public packets.
Treat redaction_audit.json and release_ledger.json as text-free public

evidence surfaces; the comprehensive narrative packet remains in memory.

Keep 01_generate_release_artifacts.py thin and the normal Stage 02 allowlist

separate from opt-in development PDF generation.

Do not add operational targeting, collection, evasion, or surveillance guidance.

Want to see if docxology/template-redacted-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.