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Config Sync — measured AI agent skill | DecimalAI

kdlbs/kandev-config-sync

NewSkillScoreMaintained

Synchronize Office workspace configuration with the .kandev folder when exporting reviewable config, importing committed config, seeding a workspace, or reviewing a config diff.

agent-toolingby kdlbs

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

Automatic

DevOps & SRE pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/kdlbs-kandev-config-sync/SKILL.md

decimalai skills pull kdlbs-kandev-config-sync --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/kdlbs-kandev-config-sync/SKILL.md https://app.decimal.ai/s/kdlbs-kandev-config-sync/SKILL.md

Raw file: /s/kdlbs-kandev-config-sync/SKILL.md ↗ · machine-readable summary at /s/kdlbs-kandev-config-sync.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 3h ago

Yes — +77% lift-72% tokens0% turns100% of whole cases pass with skill (22/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-71%	0%
case-02	✗→✓	▲ Improved	43%	0%
case-03	✗→✓	▲ Improved	-70%	0%
case-04	✗→✓	▲ Improved	-73%	0%
case-05	✗→✓	▲ Improved	-81%	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 — 8/3/2026

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

kdlbs / kandev

apps/backend/internal/office/configloader/skills/kandev-config-sync/SKILL.md

View on GitHub ↗

License AGPL-3.0Imported 8/3/2026Version v1Bundled 2 files

Skill contents

references/

SKILL.md

Config Sync

Use this skill when the Office database and the reviewable .kandev/ configuration need to be compared or synchronized.

Operations

Export current workspace state to disk: read references/export.md.
Import .kandev/ changes back into the Office database: read references/import.md.

System skills are bundled with the kandev binary and are not user-exported configuration.

Want to see if kdlbs/kandev-config-sync 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.