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All Plan (Codex Version) · cnfjlhj | DecimalAI

agent toolingby cnfjlhj

All Plan (Codex Version)

cnfjlhj/all-plan

Source cnfjlhj/ai-collab-playbook ↗License Not recorded

Use when a task is ambiguous and needs deep multi-role planning with designer, inspiration, and reviewer perspectives before execution. Skip this for ordinary task plans.

SkillScore64Maintained

Automatic

Project Management pack

Last verified 8/20/2026

What it changes

Passed 14 of 22 test cases with the skill, and 11 of 22 without it.

Without skill50%

With skill64%

Checks it passed that the model alone missed

Employs 5-Dimension requirement clarification
Rejects scores below the required 7.0 threshold
Does not initiate requirement clarification loops

and 2 more in the full report

5 fixed9 passed either way6 still failing2 broke

Pass-rate lift: +14 pp
Tokens: -20%
Agent turns: 0%
Response time: -26%

Model gemini-3.6-flashMeasured 8/20/2026v114 of 22 cases passed with skill

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/cnfjlhj-all-plan/SKILL.md https://app.decimal.ai/s/cnfjlhj-all-plan/SKILL.md

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

decimalai skills add cnfjlhj-all-plan

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

curl -fsSL --create-dirs -o .claude/skills/cnfjlhj-all-plan/SKILL.md https://app.decimal.ai/s/cnfjlhj-all-plan/SKILL.md

Raw file: /s/cnfjlhj-all-plan/SKILL.md ↗ · machine-readable summary at /s/cnfjlhj-all-plan.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 5

Prompt

Our team finished drafting a patient data management roadmap. What score must the reviewer assign for this plan to pass evaluation?

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies a passing threshold score of 7.0 or higher	Missed	Passed

case-10 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md12 lines2 files

All Plan (Codex Version)

Collaborative planning using abstract roles mapped in your current multi-model setup.

Highlights:

5-Dimension requirement clarification (retained)
inspiration brainstorming for creative/aesthetic ideas
designer creates the full plan independently
reviewer scores the plan using the review rubric in this workflow (must pass >= 7.0)
Auto-correction loop (max 3 rounds)

For full instructions, see references/flow.md

Track record

Benchmark

14 / 22

test cases passed, vs 11 / 22 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

cnfjlhj / ai-collab-playbook

skills/full/all-plan/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1Bundled 1 file

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

All Plan (Codex Version)

Track record

Benchmark

Adoption

SkillSafety

Source

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