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spk-mission-specify — measured AI agent skill | DecimalAI

priivacy-ai/spk-mission-specify

NewSkillScoreMaintained

Operate the Spec Kitty specify phase: turn user intent into a mission spec while preserving scope, ambiguity, and acceptance criteria.

productivityby priivacy-ai

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

Automatic

Product Management pack

decimalai skills pull priivacy-ai-spk-mission-specify

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/priivacy-ai-spk-mission-specify/SKILL.md

Raw file: /s/priivacy-ai-spk-mission-specify/SKILL.md ↗ · machine-readable summary at /s/priivacy-ai-spk-mission-specify.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

23 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 1h ago

Yes — +61% lift-44% tokens0% turns74% of whole cases pass with skill (17/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-04	✗→✓	▲ Improved	-62%	0%
case-05	✗→✓	▲ Improved	-52%	0%
case-06	✗→✓	▲ Improved	-46%	0%
case-07	✗→✓	▲ Improved	-46%	0%
case-08	✗→✓	▲ Improved	-57%	0%

Showing 5 of 23 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-mission-specify/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

spk-mission-specify

Use this skill when creating or revising a mission specification.

Flow

Run or invoke /spec-kitty.specify for the feature.
Capture the user's concrete goal, constraints, non-goals, and success

criteria.

Keep unresolved product decisions explicit instead of hiding them in plan

details.

If terminology matters, route to spk-doctrine-glossary.
If governance affects scope, route to spk-doctrine-charter.

Output Standard

The spec should be good enough for /spec-kitty.plan to derive architecture and implementation strategy without inventing product intent. Work packages are authored by /spec-kitty.tasks.

Want to see if priivacy-ai/spk-mission-specify 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.