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Codex Skill Notes · aiskillstore | DecimalAI

documentationby aiskillstore

Codex Skill Notes

aiskillstore/large-report-editor

Source aiskillstore/marketplace ↗License Not recorded

Edits and compiles very large Markdown research reports using surgical patches, structure JSON, and legal‑grade citation rules.

SkillScore91Maintained

Automatic

Writing & Editing pack

Last verified 8/22/2026

What it changes

Passed 20 of 22 test cases with the skill, and 6 of 22 without it.

Without skill27%

With skill91%

Checks it passed that the model alone missed

Mandate page anchors in citations.
Require page anchors in citations.
Require StableID tags in citations.

and 18 more in the full report

14 fixed6 passed either way2 still failing0 broke

Pass-rate lift: +64 pp
Tokens: -47%
Agent turns: 0%
Response time: -57%

Model gemini-3.6-flashMeasured 8/22/2026v120 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/aiskillstore-large-report-editor/SKILL.md https://app.decimal.ai/s/aiskillstore-large-report-editor/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add aiskillstore-large-report-editor, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/aiskillstore-large-report-editor/ and pins it in .decimal/skills.lock

decimalai skills add aiskillstore-large-report-editor

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/aiskillstore-large-report-editor/SKILL.md https://app.decimal.ai/s/aiskillstore-large-report-editor/SKILL.md

Raw file: /s/aiskillstore-large-report-editor/SKILL.md ↗ · machine-readable summary at /s/aiskillstore-large-report-editor.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 14

Prompt

Our engineering group needs to rewrite three sections of the 5G Rural Deployment Strategy Report. What exact file path contains the mandatory operational instructions for conducting context-safe report edits?

What was checked, without and with the skill
Checked	Without skill	With skill
Reference 99_Working_Files/AI_INSTRUCTIONS_LARGE_REPORT_EDITING.md.	Missed	Passed

case-10 · gemini-3.6-flash · 8/22/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md5 linessingle file

Codex Skill Notes

Mirrors Agent_Instructions/Large_Report_Editor_Agent.md.
Always follow 99_Working_Files/AI_INSTRUCTIONS_LARGE_REPORT_EDITING.md for chunked, context‑safe edits.
No invented facts; cite all new statements with StableID + page anchors.
Use backups in 99_Working_Files/Archive/ before major edits.

Track record

Benchmark

20 / 22

test cases passed, vs 6 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

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

aiskillstore / marketplace

skills/acskamloops/large-report-editor/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Codex Skill Notes

Track record

Benchmark

Adoption

SkillSafety

Source

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