fskill-creator
SkillDev toolsCreate, maintain, or migrate functional skills; supports creating from a requirement brief and migrating an existing legacy skill directory into a functional skill structure.
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 fskill-creator skill
What this skill tells your AI
The instructions your AI receives, as published by agi-comming/functional-skill-creator in skills/fskill-creator/SKILL.md and read by ahel’s review.
Goal
Unify the create and migrate lanes to produce a self-contained, reviewable, testable functional agent skill directory. The main skill handles routing, blueprint normalization, shared artifact generation, runtime capability provisioning, file writing, and validation; sub-skills only handle pre-analysis for their respective input forms.
Use this skill when the user wants to "generate a functional skill", "create a functional skill", "add functions to an existing functional skill", or "migrate an existing legacy skill directory into a functional skill".
Principles
- The main
SKILL.mdonly orchestrates the shared create / migrate / enhance / validate workflow. - Create and migrate are two pre-lanes; they must first converge into a unified
skill_blueprint. - Function-specific behavior lives in
functions/*.md; create / migrate specific pre-behavior lives insub-skills/*/functions/*.md. - Shared vocabulary, policies, and schemas live in
references/*.md. - Deterministic parsing, formatting, validation, and mechanical transforms live in
scripts/. - Report, unit test, viewer, and testcase capabilities are maintained only once in the main skill, and vendored into the target skill by
add_runtime_capabilities. - Preserve user-provided domain constraints; the migrate lane must also preserve legacy behavior evidence.
- When the user has not approved direct modification, generated files should be treated as proposals.
Sub-Skills
| Sub-skill | When | Responsibility | Output |
|---|---|---|---|
sub-skills/create | User provides a new skill brief or wants to enhance an existing functional skill | Normalize requirements, target path, inputs/outputs, constraints, and viewer choices | create_context |
sub-skills/migrate | User provides a legacy skill directory, monolithic skill content, or a migration request | Load the legacy skill package, identify behaviors that must be preserved, propose function boundaries and evidence | migration_context |
Sub-skills do not directly write final target skill files. Their output must go through normalize_skill_blueprint before entering the shared artifact pipeline.
References
| Resource | Load Timing | Purpose |
|---|---|---|
shared_glossary | On demand | Stable terminology and cross-lane field semantics. |
script_rules | Before designing or drafting scripts | Rules for deciding whether deterministic work belongs in scripts/. |
sub-skills/create | Create lane | Form create_context from user brief. |
sub-skills/migrate | Migrate lane | Form migration_context from a legacy skill directory. |
External Inputs
| Field | Source | Description |
|---|---|---|
task_mode | user or derived | create, migrate, enhance, or validate; inferred by resolve_task_mode when absent. |
skill_request | user | Requirement description for creating or enhancing a skill. |
legacy_skill_dir | user or repository | Path to an existing legacy skill directory containing SKILL.md and optional companion files. |
legacy_skill_path | user or repository | Deprecated alias for legacy_skill_dir; may also be a direct path to SKILL.md, which resolves to its parent directory. |
legacy_skill_content | user | Legacy skill markdown provided when the path is inaccessible. |
target_skill_path | user or derived | Directory where the functional skill should live. |
skill_name | user or derived | Optional target skill name. |
existing_skill_files | repository | Optional existing functional skill files. |
migration_constraints | user | File names, tone, platform rules, or behaviors that must be preserved during migration. |
known_testcases | user or repository | Existing examples, traces, or expected behaviors. |
existing_scripts | repository | Helper scripts associated with the legacy skill. |
include_report | user | Whether to generate report log runtime in the target skill; defaults to true. |
include_unittest | user | Whether to generate unittest / testcase runner in the target skill; defaults to true. |
script_runtime | environment | Whether this skill's own Node.js scripts can be run. |
report_mode | user | off, local, or remote; defaults to off. |
Viewers are generated following the capability flags: tools/log_viewer.mjs when include_report=true; tools/tester_viewer.mjs when include_unittest=true.
Execution Pipeline
| Step | Function | Purpose | Input | Output |
|---|---|---|---|---|
| 1 | resolve_task_mode | Determine whether this request should go through create, migrate, enhance, or validate. | task_modeskill_requestlegacy_skill_dirlegacy_skill_pathlegacy_skill_contentexisting_skill_files | task_context |
| 2A | sub-skills/create::collect_create_brief | Create/enhance lane: normalize user brief. | skill_requesttarget_skill_pathskill_name | create_context |
| 2B | sub-skills/migrate::load_legacy_skill + map_existing_behavior + propose_function_split + extract_shared_references | Migrate lane: read the legacy skill package, extract behaviors and migration evidence. | legacy_skill_dirlegacy_skill_pathlegacy_skill_contentmigration_constraintsinclude_reportinclude_unittestscript_runtime | migration_context |
| 3 | normalize_skill_blueprint | Converge create / migrate / enhance inputs into a unified blueprint. | task_contextcreate_contextmigration_contexttarget_skill_pathinclude_reportinclude_unittest | skill_blueprint |
| 4 | design_skill_structure | Design function pipeline, references, scripts, testcases, and file layout based on blueprint. | skill_blueprintexisting_skill_filesscript_rules | skill_structurescript_plantool_plan |
| 5 | draft_skill_artifacts | Draft SKILL.md, function contracts, references, script specs, and testcase suggestions. | skill_blueprintskill_structurescript_plan | skill_artifacts |
| 6 | add_runtime_capabilities | Provision report log, runtime wrapper, unit testcase runner, viewer, and smoke tests according to include flags. | skill_blueprint.include_reportskill_blueprint.include_unittestskill_artifacts | runtime_artifactsskill_artifacts |
| 7 | assemble_skill_files | Generate or update target skill directory files. | target_skill_pathskill_structureskill_artifactsruntime_artifactsscript_runtime | file_plancreated_filesupdated_files |
| 8 | validate_skill | Validate functional-skill structure, runtime capabilities, testcases, and migration behavior preservation. | target_skill_pathfile_planskill_blueprintreport_mode | validation_result |
Output Scope
This skill may read legacy skills and create or modify functional skill files under target_skill_path. Do not delete the original legacy skill unless the user explicitly requests deletion; do not modify unrelated repository files unless the user explicitly requests project-level integration.
Signals
- GitHub stars
- 360
- Forks
- 23
- Last commit
- Jun 2026
Advanced
- Catalog kind
- skill
- Gateway key
fskill-creator- Source
- github.com/agi-comming/functional-skill-creator