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spk-doctrine-profile-load — measured AI agent skill | DecimalAI

priivacy-ai/spk-doctrine-profile-load

SkillScore32Maintained

Load a Spec Kitty agent profile on demand for interactive sessions, including identity, governance scope, boundaries, and initialization.

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-profile-load

Get this skill — curl · raw file

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

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

—-40% tokens0% turns32% of whole cases pass with skill (7/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-04	✗→✓	▲ Improved	-57%	0%
case-06	✗→✓	▲ Improved	-34%	0%
case-07	✗→✓	▲ Improved	-60%	0%
case-08	✗→✓	▲ Improved	-69%	0%
case-05	✓→✗	▼ Worse	-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-profile-load/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file

Skill contents

references/

SKILL.md

spk-doctrine-profile-load

Use this skill when the agent needs a profile outside the runtime loop or the user asks to adopt a specific role.

Resolver-Backed Flow

Identify the requested profile, action, and active Mission context.
Resolve the profile through the CLI:

bash spec-kitty agent profile show <profile-id>

Load action-scoped governance:

bash spec-kitty charter context --action <action> --json

Apply the resolved initialization declaration, specialization boundaries,

directive and tactic references, collaboration handoffs, and mode defaults.

Return to spk-run-next for Mission advancement.

Do not substitute a raw .agent.yaml read for resolution. A narrowly scoped read-only-harness fallback is documented in the reference below.

Legacy Alias

ad-hoc-profile-load is a compatibility alias that points here. This skill and its reference are the canonical authority.

References

references/profile-load-mechanics.md -- Full resolver flow, application

checklist, standalone dispatch, and the bounded read-only fallback.

Want to see if priivacy-ai/spk-doctrine-profile-load 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.