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Documentation creation — measured AI agent skill | DecimalAI

docxology/template-documentation-creation

SkillScore78Maintained

Author or refresh AGENTS.md and README.md for template directories — accurate commands, Mermaid where helpful, link _generated/active_projects.md. USE WHEN folder needs AGENTS, README audit, doc contract fix, or signposting after code change — even without documentation_creation prompt.

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-documentation-creation

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/docxology-template-documentation-creation/SKILL.md

Raw file: /s/docxology-template-documentation-creation/SKILL.md ↗ · machine-readable summary at /s/docxology-template-documentation-creation.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

23 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

Yes — +30% lift-29% tokens0% turns78% of whole cases pass with skill (18/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-03	✗→✓	▲ Improved	-15%	0%
case-05	✗→✓	▲ Improved	-50%	0%
case-08	✗→✓	▲ Improved	-33%	0%
case-10	✗→✓	▲ Improved	-41%	0%
case-14	✗→✓	▲ Improved	-56%	0%

Showing 5 of 23 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

docs/prompts/documentation-creation/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/1/2026Version v1

Skill contents

SKILL.md

Documentation creation

Natural invoke

"Write AGENTS.md for projects/templates/template_code_project/scripts/"
"README and AGENTS for new infrastructure package"
"Fix stale commands in docs/prompts AGENTS.md"

Inputs to confirm

Directory — path to document.
Audience — AGENTS (technical/API) vs README (quick nav).

Workflow

Read live code — list modules, entrypoints, tests; do not invent APIs.

AGENTS.md — purpose, layout diagram, public functions/signatures or pointers, verification commands, see-also links.

README.md — short index, quick commands, link to AGENTS.

Cross-links — relative paths; active project names → docs/_generated/active_projects.md.

Tone — understated; show not tell; trim non-semantic adjectives.

Validate — uv run python scripts/audit/lint_docs.py when touching many md files.

Deliverables

Updated AGENTS.md + README.md (and SKILL.md if agent-routable folder)

Verification commands

bash
uv run python scripts/audit/lint_docs.py
# Spot-check links mentioned in docs resolve

When NOT to use

Full repo audit → comprehensive-assessment
Manuscript prose → manuscript skills

References

docs/rules/documentation_standards.md

Want to see if docxology/template-documentation-creation 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.