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Project Planning · athola | DecimalAI

productivityby athola

Project Planning

athola/project-planning

Source athola/claude-night-market ↗License MIT

Converts a specification into a phased, dependency-ordered implementation plan. Use after specification is complete and before execution begins.

SkillScore59Maintained

Automatic

Project Management pack

Last verified 8/20/2026

What it changes

Passed 11 of 18 test cases with the skill, and 7 of 18 without it.

Without skill36%

With skill59%

Checks it passed that the model alone missed

Appends the decision entry to docs/tradeoffs.md.
Directs the user to Skill(attune:project-specification).
Directs the user to Skill(attune:project-brainstorming).

and 6 more in the full report

6 fixed7 passed either way8 still failing1 broke

Pass-rate lift: +23 pp
Tokens: 0%
Agent turns: 0%
Response time: -50%

Model gemini-3.6-flashMeasured 8/20/2026v113 of 22 cases passed with skill · 18 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/athola-project-planning/SKILL.md https://app.decimal.ai/s/athola-project-planning/SKILL.md

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

decimalai skills add athola-project-planning

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

curl -fsSL --create-dirs -o .claude/skills/athola-project-planning/SKILL.md https://app.decimal.ai/s/athola-project-planning/SKILL.md

Raw file: /s/athola-project-planning/SKILL.md ↗ · machine-readable summary at /s/athola-project-planning.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

We want to trigger our project planning phase via command line interface. Which slash command is defined to invoke this planning workflow?

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies /attune:blueprint as the command for invoking this planning workflow.	Missed	Passed

case-22 · 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.md111 linessingle file

Delegation

For detailed task planning workflows, this skill delegates to spec-kit:task-planning as the canonical implementation. Use this skill for quick planning needs; use spec-kit for thorough project plans.

When To Use

After specification phase completes
Need to design system architecture
Need task breakdown for implementation
Planning sprints and resource allocation
Converting requirements into concrete tasks
Defining component interfaces and dependencies

When NOT To Use

No specification exists yet (use Skill(attune:project-specification) first)
Still exploring problem space (use Skill(attune:project-brainstorming) instead)
Ready to execute existing plan (use Skill(attune:project-execution) instead)
Need to adjust running project (update plan incrementally, don't restart)

Integration

With superpowers:

Uses Skill(superpowers:writing-plans) for structured planning
Applies checkpoint-based execution patterns
Uses dependency analysis framework

Without superpowers:

Standalone planning methodology
Task breakdown templates
Dependency tracking patterns

Quality Checks

Before completing plan:

✅ All architecture components documented
✅ File Structure section present before tasks
✅ All task files appear in File Structure table
✅ All FRs mapped to tasks

Track record

Benchmark

11 / 18

test cases passed, vs 7 / 18 without

Adoption

Users: 7
Times used: 95

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

athola / claude-night-market

plugins/attune/skills/project-planning/SKILL.md

View on GitHub ↗

License MITImported 8/26/2026Version v1

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