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spk-start-first-feature — measured AI agent skill | DecimalAI

priivacy-ai/spk-start-first-feature

NewSkillScoreMaintained

Guide a first Spec Kitty feature from setup through specify, plan, tasks, implementation, review, accept, merge, and retrospective.

agent-toolingby priivacy-ai

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

Automatic

Project Management pack

decimalai skills pull priivacy-ai-spk-start-first-feature

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/priivacy-ai-spk-start-first-feature/SKILL.md

Raw file: /s/priivacy-ai-spk-start-first-feature/SKILL.md ↗ · machine-readable summary at /s/priivacy-ai-spk-start-first-feature.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 — +73% lift-36% tokens0% turns100% of whole cases pass with skill (22/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-03	✗→✓	▲ Improved	-37%	0%
case-01	✗→✓	▲ Improved	-33%	0%
case-02	✗→✓	▲ Improved	-30%	0%
case-07	✗→✓	▲ Improved	-61%	0%
case-08	✗→✓	▲ Improved	-30%	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-start-first-feature/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

spk-start-first-feature

Use this skill when a user wants to start their first Spec Kitty mission or feature and needs the end-to-end path.

Workflow

Verify install and agent surface with spk-admin-setup-doctor if commands or

skills are missing.

Create or select the mission with /spec-kitty.specify.
Build the plan with /spec-kitty.plan.
Produce work packages with /spec-kitty.tasks or the outline/packages/finalize

split when the project uses staged task authoring.

Advance work with spk-run-next.
Drive implementation/review loops with spk-run-implement-review.
Close with spk-gate-accept, then spk-gate-merge.
Finish post-merge checks with spk-gate-mission-review and

spk-gate-retrospective.

Guardrails

Keep the user on one mission until a blocker requires a different route.
Treat generated runtime prompt files as authoritative for the current action.
Do not skip review, accept, or merge gates just because implementation appears

complete.

Want to see if priivacy-ai/spk-start-first-feature 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.