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Executing Plans · freedomintelligence | DecimalAI

agent toolingby freedomintelligence

Executing Plans

freedomintelligence/executing-plans

Source FreedomIntelligence/OpenClaw-Medical-Skills ↗License Not recorded

Use when you have a written implementation plan to execute in a separate session with review checkpoints

SkillScore48Maintained

Automatic

Coding pack

Last verified 8/2/2026

What it changes

Passed 8 of 17 test cases with the skill, and 4 of 17 without it.

Without skill26%

With skill48%

Checks it passed that the model alone missed

Stops execution after repeated verification failures.
Waits for user feedback before starting the next batch.
Marks the task as in-progress prior to executing its steps.

and 4 more in the full report

6 fixed5 passed either way11 still failing1 broke

Pass-rate lift: +22 pp
Tokens: +30%
Agent turns: 0%
Response time: -21%

Model gemini-3.6-flashMeasured 8/2/2026v111 of 23 cases passed with skill · 17 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/freedomintelligence-executing-plans/SKILL.md https://app.decimal.ai/s/freedomintelligence-executing-plans/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add freedomintelligence-executing-plans, 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/freedomintelligence-executing-plans/ and pins it in .decimal/skills.lock

decimalai skills add freedomintelligence-executing-plans

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

curl -fsSL --create-dirs -o .claude/skills/freedomintelligence-executing-plans/SKILL.md https://app.decimal.ai/s/freedomintelligence-executing-plans/SKILL.md

Raw file: /s/freedomintelligence-executing-plans/SKILL.md ↗ · machine-readable summary at /s/freedomintelligence-executing-plans.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

You finished executing task 1, task 2, and task 3 of `docs/plans/email-templates.md`, ran all verifications, and posted your progress summary. What should you do next?

What was checked, without and with the skill
Checked	Without skill	With skill
Waits for user feedback before starting the next batch.	Missed	Passed

case-18 · gemini-3.6-flash · 8/2/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md79 linessingle file

Executing Plans

Overview

Load plan, review critically, execute tasks in batches, report for review between batches.

Core principle: Batch execution with checkpoints for architect review.

Announce at start: "I'm using the executing-plans skill to implement this plan."

The Process

Step 1: Load and Review Plan

Read plan file
Review critically - identify any questions or concerns about the plan
If concerns: Raise them with your human partner before starting
If no concerns: Create TodoWrite and proceed

Step 2: Execute Batch

Default: First 3 tasks

For each task:

Mark as in_progress
Follow each step exactly (plan has bite-sized steps)
Run verifications as specified
Mark as completed

Step 3: Report

When batch complete:

Show what was implemented
Show verification output
Say: "Ready for feedback."

Step 4: Continue

Based on feedback:

Apply changes if needed
Execute next batch
Repeat until complete

Step 5: Complete Development

Track record

Benchmark

8 / 17

test cases passed, vs 4 / 17 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 — 8/1/2026

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

FreedomIntelligence / OpenClaw-Medical-Skills

skills/executing-plans/SKILL.md

View on GitHub ↗

Imported 8/1/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

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

Executing Plans

Overview

The Process

Step 1: Load and Review Plan

Step 2: Execute Batch

Step 3: Report

Step 4: Continue

Step 5: Complete Development

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills