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spk-doctrine-bulk-edit — measured AI agent skill | DecimalAI

priivacy-ai/spk-doctrine-bulk-edit

NewSkillScoreMaintained

Recognize bulk-edit missions and apply occurrence classification guardrails before modifying many matching instances.

codingby priivacy-ai

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

Automatic

Coding pack

decimalai skills pull priivacy-ai-spk-doctrine-bulk-edit

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/priivacy-ai-spk-doctrine-bulk-edit/SKILL.md

Raw file: /s/priivacy-ai-spk-doctrine-bulk-edit/SKILL.md ↗ · machine-readable summary at /s/priivacy-ai-spk-doctrine-bulk-edit.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 2h ago

Yes — +50% lift-44% tokens0% turns73% of whole cases pass with skill (16/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-02	✗→✓	▲ Improved	-39%	0%
case-10	✗→✓	▲ Improved	-48%	0%
case-11	✗→✓	▲ Improved	-18%	0%
case-12	✗→✓	▲ Improved	-35%	0%
case-13	✗→✓	▲ Improved	-45%	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

priivacy-ai / spec-kitty

src/doctrine/skills/spk-doctrine-bulk-edit/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

spk-doctrine-bulk-edit

Use this skill when the user asks for a broad rename, replace, migration, classification, or other multi-occurrence edit.

Flow

Perform a manual pre-edit occurrence review before changing matches.
Align the occurrence map to the eight standard schema categories plus

explicit exceptions and moves.

Treat runtime enforcement as a path-based review gate, not an AST-semantic

classifier.

Confirm edit policy when the blast radius is unclear.
Execute the narrowest safe change and verify representative cases.

Legacy Alias

For detailed DIRECTIVE_035 handling, use spec-kitty-bulk-edit-classification when available.

Want to see if priivacy-ai/spk-doctrine-bulk-edit 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.