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vc-autopilot · withkynam | DecimalAI

agent toolingby withkynam

vc-autopilot

withkynam/vc-autopilot

Source withkynam/vibecode-pro-max-kit ↗License MIT

Emit and validate the provisional goal block for Autopilot Mode. Owns the 9-field format and resume detection from a pasted goal block.

SkillScore86Maintained

Automatic

Coding pack

Last verified 8/16/2026

What it changes

Passed 16 of 19 test cases with the skill, and 6 of 19 without it.

Without skill32%

With skill86%

Checks it passed that the model alone missed

The value is 'standing-granted'
The response outputs [MODE: AUTOPILOT | EXECUTE]
The status banner is '[MODE: AUTOPILOT | RESEARCH]'

and 9 more in the full report

12 fixed7 passed either way3 still failing0 broke

Pass-rate lift: +55 pp
Tokens: +17%
Agent turns: 0%
Response time: -58%

Model gemini-3.6-flashMeasured 8/16/2026v119 of 22 cases passed with skill · 19 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/withkynam-vc-autopilot/SKILL.md https://app.decimal.ai/s/withkynam-vc-autopilot/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add withkynam-vc-autopilot, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/withkynam-vc-autopilot/ and pins it in .decimal/skills.lock

decimalai skills add withkynam-vc-autopilot

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/withkynam-vc-autopilot/SKILL.md https://app.decimal.ai/s/withkynam-vc-autopilot/SKILL.md

Raw file: /s/withkynam-vc-autopilot/SKILL.md ↗ · machine-readable summary at /s/withkynam-vc-autopilot.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 11

Prompt

We completed generating the initial goal artifact for task 'data-pipeline' at entry phase 'PLAN'. Emit the exact single-line status announcement required for chat.

What was checked, without and with the skill
Checked	Without skill	With skill
The status announcement matches the structure 'AUTOPILOT_ACTIVATED: data-pipeline — entry phase: PLAN — goal block emitted'	Missed	Passed

case-13 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md87 lines2 filesincludes scripts

vc-autopilot

Contract skill that owns the provisional goal block artifact for Autopilot Mode sessions. This skill is invoked by the orchestrator to emit, validate, and resume from the goal block. The canonical protocol lives in process/development-protocols/autopilot.md.

When To Invoke

Invoke this skill when:

The orchestrator has just received an autopilot trigger phrase and needs to emit the provisional goal block after the consolidated clarification round.
The orchestrator detects a pasted goal block at session start and needs to determine whether it is a resume scenario (goal block already present → no new clarification round).
The validate-autopilot-goal-block.mjs D1 validator needs to be run against an artifact.

Skill Artifact

The provisional goal block — a structured text block of ≤ 4000 characters with exactly 9 named fields. The canonical field spec lives in process/development-protocols/autopilot.md §Provisional Goal Block Format. This skill does not redefine the spec — it references it.

Required fields (exact string anchors — do not rename or abbreviate):

SESSION GOAL:
ENTRY PHASE:
REMAINING PHASES:
CLARIFICATIONS LOCKED:
EXECUTE CONSENT: — must contain the literal text standing-granted
DECISION POLICY:
HARD STOPS:
TEST GATES:
START:

Emission Procedure

Step-by-step for the orchestrator:

Complete the consolidated clarification round (process/development-protocols/autopilot.md §Consolidated Clarification Round).
Determine ENTRY PHASE from on-disk artifact detection (autopilot.md §Trigger-Anywhere Detection Flow).

Track record

Benchmark

16 / 19

test cases passed, vs 6 / 19 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

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

withkynam / vibecode-pro-max-kit

.claude/skills/vc-autopilot/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file · scripts

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

vc-autopilot

When To Invoke

Skill Artifact

Emission Procedure

Track record

Benchmark

Adoption

SkillSafety

Source

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