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AC Handoff Creator — measured AI agent skill | DecimalAI

majiayu000/ac-handoff-creator

NewSkillScoreMaintained

Create handoff packages for session transitions. Use when ending sessions, preparing for continuation, saving session state, or creating resumable context.

agent-toolingby majiayu000

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

Automatic

Coding pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/majiayu000-ac-handoff-creator/SKILL.md

decimalai skills pull majiayu000-ac-handoff-creator --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/majiayu000-ac-handoff-creator/SKILL.md https://app.decimal.ai/s/majiayu000-ac-handoff-creator/SKILL.md

Raw file: /s/majiayu000-ac-handoff-creator/SKILL.md ↗ · machine-readable summary at /s/majiayu000-ac-handoff-creator.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 4h ago

Yes — +78% lift-14% tokens0% turns91% of whole cases pass with skill (21/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-02	✗→✓	▲ Improved	-37%	0%
case-03	✗→✓	▲ Improved	48%	0%
case-04	✗→✓	▲ Improved	-49%	0%
case-14	✗→✓	▲ Improved	-20%	0%
case-05	✗→✓	▲ Improved	-23%	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

majiayu000 / claude-skill-registry

skills/agent/ac-handoff-creator-adaptationio-skrillz-3/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

AC Handoff Creator

Create handoff packages for seamless session transitions.

Purpose

Packages all necessary context and state for the next session to seamlessly continue work, ensuring no progress is lost between sessions.

Quick Start

python
from scripts.handoff_creator import HandoffCreator

creator = HandoffCreator(project_dir)
handoff = await creator.create_handoff()

Handoff Package

json
{
  "id": "handoff-20240115-103000",
  "timestamp": "2024-01-15T10:30:00Z",
  "session_number": 5,

  "progress": {
    "features_completed": 25,
    "features_total": 50,
    "current_feature": "api-003",
    "percentage": 50.0
  },

  "context": {
    "summary": "Implementing REST API endpoints",
    "key_decisions": ["Using FastAPI", "JWT auth"],
    "blockers": []
  },

  "next_actions": [
    "Complete api-003 implementation",
    "Run tests for api module"
  ],

  "files_modified": [
    "src/api/routes.py",
    "tests/test_api.py"
  ]
}

Workflow

Capture: Current state and progress
Summarize: Session accomplishments
Extract: Key context and decisions
Plan: Next actions for continuation
Save: Package for next session

Integration

Used by: ac-session-manager at session end
Uses: ac-context-compactor for summaries
Loads: By next session via ac-state-tracker

API Reference

See scripts/handoff_creator.py for full implementation.

Want to see if majiayu000/ac-handoff-creator 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.