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Plan Creation — measured AI agent skill | DecimalAI

a5c-ai/plan-creation

SkillScore77Maintained

Create a structured task_plan.md with phases, goals, and checkbox tracking for persistent planning.

by a5c-ai

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

Automatic

Project Management pack

decimalai skills pull a5c-ai-plan-creation

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/a5c-ai-plan-creation/SKILL.md

Raw file: /s/a5c-ai-plan-creation/SKILL.md ↗ · machine-readable summary at /s/a5c-ai-plan-creation.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 7d ago

—-46% tokens0% turns77% of whole cases pass with skill (17/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-23%	0%
case-06	✗→✓	▲ Improved	-45%	0%
case-07	✗→✓	▲ Improved	-69%	0%
case-08	✗→✓	▲ Improved	-78%	0%
case-09	✗→✓	▲ Improved	-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 — 7/31/2026

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

a5c-ai / babysitter

library/methodologies/planning-with-files/skills/plan-creation/SKILL.md

View on GitHub ↗

License MITImported 7/31/2026Version v1

Skill contents

SKILL.md

Plan Creation

Create a structured task_plan.md with phases, goals, and checkbox tracking for persistent planning.

Agent

Plan Architect - pwf-plan-architect

Workflow

Analyze task description to identify logical phases
Decompose phases into specific, achievable goals
Define phase dependencies and review gates
Generate task_plan.md with markdown checkbox format
Validate plan completeness and goal coverage
If recovering, merge with existing plan state

Inputs

taskDescription - Description of the task to plan
projectPath - Root path for planning files
recoveredState - Previous session state (optional)
customPhases - Custom phase names (optional)

Outputs

task_plan.md with phases, goals, and checkboxes
Plan object with phase count, total goals, summary

Process Files

planning-orchestrator.js - Phase 1 plan creation
planning-session.js - Three-file pattern initialization

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Other measured skills in the registry, with their headline benchmark lift.