Humanize Generate Plan
SkillDocs & knowledgeGenerate a structured implementation plan from a draft document. Validates input, checks relevance, analyzes for issues, and generates a complete plan.md with acceptance criteria.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Humanize Generate Plan skill
What this skill tells your AI
The instructions your AI receives, as published by polyarch/humanize in skills/humanize-gen-plan/SKILL.md and read by ahel’s review.
Transforms a rough draft document into a well-structured implementation plan with clear goals, acceptance criteria (AC-X format), path boundaries, and feasibility suggestions.
The installer hydrates this skill with an absolute runtime root path:
{{HUMANIZE_RUNTIME_ROOT}}
flowchart TD
BEGIN([BEGIN]) --> VALIDATE[Validate input/output paths<br/>Run: {{HUMANIZE_RUNTIME_ROOT}}/scripts/validate-gen-plan-io.sh --input <draft> --output <plan>]
VALIDATE --> CHECK{Validation passed?}
CHECK -->|No| REPORT_ERROR[Report validation error<br/>Stop]
REPORT_ERROR --> END_FAIL([END])
CHECK -->|Yes| READ_DRAFT[Read input draft file]
READ_DRAFT --> CHECK_RELEVANCE{Is draft relevant to<br/>this repository?}
CHECK_RELEVANCE -->|No| REPORT_IRRELEVANT[Report: Draft not related to repo<br/>Stop]
REPORT_IRRELEVANT --> END_FAIL
CHECK_RELEVANCE -->|Yes| ANALYZE[Analyze draft for:<br/>- Clarity<br/>- Consistency<br/>- Completeness<br/>- Functionality]
ANALYZE --> HAS_ISSUES{Issues found?}
HAS_ISSUES -->|Yes| RESOLVE[Engage user to resolve issues<br/>via AskUserQuestion]
RESOLVE --> ANALYZE
HAS_ISSUES -->|No| CHECK_METRICS{Has quantitative<br/>metrics?}
CHECK_METRICS -->|Yes| CONFIRM_METRICS[Confirm metrics with user:<br/>Hard requirement or trend?]
CONFIRM_METRICS --> GEN_PLAN
CHECK_METRICS -->|No| GEN_PLAN[Generate structured plan:<br/>- Goal Description<br/>- Acceptance Criteria with TDD tests<br/>- Path Boundaries<br/>- Feasibility Hints<br/>- Dependencies & Milestones]
GEN_PLAN --> WRITE[Write plan to output file<br/>using Edit tool to preserve draft]
WRITE --> REVIEW[Review complete plan<br/>Check for inconsistencies]
REVIEW --> INCONSISTENT{Inconsistencies?}
INCONSISTENT -->|Yes| FIX[Fix inconsistencies]
FIX --> REVIEW
INCONSISTENT -->|No| CHECK_LANG{Multiple languages?}
CHECK_LANG -->|Yes| UNIFY[Ask user to unify language]
UNIFY --> REPORT_SUCCESS
CHECK_LANG -->|No| REPORT_SUCCESS[Report success:<br/>- Plan path<br/>- AC count<br/>- Language unified?]
REPORT_SUCCESS --> END_SUCCESS([END])
Input Requirements
Required Arguments:
--input <path/to/draft.md>- The draft document--output <path/to/plan.md>- Where to write the plan
Plan Structure Output
The generated plan includes:
# Plan Title
## Goal Description
Clear description of what needs to be accomplished
## Acceptance Criteria
- AC-1: First criterion
- Positive Tests (expected to PASS):
- Test case that should succeed
- Negative Tests (expected to FAIL):
- Test case that should fail
## Path Boundaries
### Upper Bound (Maximum Scope)
Most comprehensive acceptable implementation
### Lower Bound (Minimum Scope)
Minimum viable implementation
### Allowed Choices
- Can use: allowed technologies
- Cannot use: prohibited technologies
## Dependencies and Sequence
### Milestones
1. Milestone 1: Description
- Phase A: ...
- Phase B: ...
## Implementation Notes
- Code should NOT contain plan terminology
Validation Exit Codes
| Exit Code | Meaning |
|---|---|
| 0 | Success - continue |
| 1 | Input file not found |
| 2 | Input file is empty |
| 3 | Output directory does not exist |
| 4 | Output file already exists |
| 5 | No write permission |
| 6 | Invalid arguments |
| 7 | Plan template file not found |
Usage
# Start the flow
/flow:humanize-gen-plan
# The flow will ask for:
# - Input draft file path
# - Output plan file path
Or with the skill only (no auto-execution):
/skill:humanize-gen-plan
Signals
- GitHub stars
- 1k
- Forks
- 128
- Last commit
- Aug 2026
Advanced
- Catalog kind
- skill
- Gateway key
humanize-gen-plan- Source
- github.com/polyarch/humanize