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spk-doctrine-spdd-reasons — measured AI agent skill | DecimalAI

priivacy-ai/spk-doctrine-spdd-reasons

NewSkillScoreMaintained

Drive REASONS Canvas authoring and review for missions using Spec Kitty Structured-Prompt-Driven Development.

agent-toolingby priivacy-ai

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

Automatic

AI Engineer pack

decimalai skills pull priivacy-ai-spk-doctrine-spdd-reasons

Get this skill — curl · raw file

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

Raw file: /s/priivacy-ai-spk-doctrine-spdd-reasons/SKILL.md ↗ · machine-readable summary at /s/priivacy-ai-spk-doctrine-spdd-reasons.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

—-46% tokens0% turns91% of whole cases pass with skill (20/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-4%	0%
case-03	✗→✓	▲ Improved	-60%	0%
case-04	✗→✓	▲ Improved	-38%	0%
case-06	✗→✓	▲ Improved	-48%	0%
case-11	✗→✓	▲ Improved	-66%	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-spdd-reasons/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

spk-doctrine-spdd-reasons

Use this skill when a mission opts into SPDD, REASONS Canvas work, or structured prompt rationale review.

Flow

Confirm SPDD is selected by charter or mission context.
Author or review the REASONS Canvas before downstream prompts depend on it.
Keep rationale tied to mission decisions, not generic process commentary.
Return approved rationale to specify, plan, or implementation steps.

Legacy Alias

For detailed REASONS workflow, use spec-kitty-spdd-reasons when available.

Want to see if priivacy-ai/spk-doctrine-spdd-reasons 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.