Idea Darwin
sickn33/agentic-awesome-skills
Darwinian idea evolution engine — toss rough ideas onto an evolution island, let them compete, crossbreed, and mutate through structured rounds to surface your strongest concepts.
A skill your agent uses when a product idea needs a quick implementation spec before coding.
$ npx skills add X-isdoingreat/canvas-pilot --skill new-feature -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install X-isdoingreat/canvas-pilot new-feature --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/X-isdoingreat/canvas-pilot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/new-feature .claude/skills/new-feature && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "new-feature" agent skill from https://github.com/X-isdoingreat/canvas-pilot/tree/main/.agents/skills/new-feature into .claude/skills/new-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "new-feature", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/X-isdoingreat/canvas-pilot/tree/main/.agents/skills/new-featureType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add X-isdoingreat/canvas-pilot --skill new-feature -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install X-isdoingreat/canvas-pilot new-feature --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/X-isdoingreat/canvas-pilot.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/new-feature .agents/skills/new-feature && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "new-feature" agent skill from https://github.com/X-isdoingreat/canvas-pilot/tree/main/.agents/skills/new-feature into .agents/skills/new-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "new-feature", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add X-isdoingreat/canvas-pilot --skill new-feature -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install X-isdoingreat/canvas-pilot new-feature --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/X-isdoingreat/canvas-pilot.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/new-feature .cursor/skills/new-feature && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "new-feature" agent skill from https://github.com/X-isdoingreat/canvas-pilot/tree/main/.agents/skills/new-feature into .cursor/skills/new-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "new-feature", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/X-isdoingreat/canvas-pilot.git --path .agents/skills/new-feature--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add X-isdoingreat/canvas-pilot --skill new-feature -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install X-isdoingreat/canvas-pilot new-feature --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/X-isdoingreat/canvas-pilot.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/new-feature .gemini/skills/new-feature && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "new-feature" agent skill from https://github.com/X-isdoingreat/canvas-pilot/tree/main/.agents/skills/new-feature into .gemini/skills/new-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "new-feature", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install X-isdoingreat/canvas-pilot new-featureInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add X-isdoingreat/canvas-pilot --skill new-feature -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/X-isdoingreat/canvas-pilot.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/new-feature .github/skills/new-feature && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "new-feature" agent skill from https://github.com/X-isdoingreat/canvas-pilot/tree/main/.agents/skills/new-feature into .github/skills/new-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "new-feature", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add X-isdoingreat/canvas-pilot --skill new-feature -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install X-isdoingreat/canvas-pilot new-feature --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/X-isdoingreat/canvas-pilot.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/new-feature .opencode/skills/new-feature && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "new-feature" agent skill from https://github.com/X-isdoingreat/canvas-pilot/tree/main/.agents/skills/new-feature into .opencode/skills/new-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "new-feature", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
new-featureA skill your agent uses when a product idea needs a quick implementation spec before coding.
New Feature is an agent skill from X-isdoingreat/canvas-pilot. Use when a product idea needs a quick implementation spec before coding. It can run interactively or automatically to generate focused requirements and design notes, without changing code by itself.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Local-first Canvas LMS AI agent that learns each course's recurring assignment workflow and reuses it through scan - approval - execute with student review. The licence is AGPL-3.0.
2 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 6b79d5b. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadSkillBashWriteGlobAgentFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
New Feature loads about 2k tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 776 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Skill, Bash, Write, Glob, AgentAutomated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from X-isdoingreat/canvas-pilot at commit 6b79d5b, republished under its AGPL-3.0 licence (© X-isdoingreat). 776 words, ~2,021 tokens.
.claude/skills/new-feature/SKILL.md (or your agent's skills folder).<instructions>
## CRITICAL: Automatic Mode Execution Rules
If --auto flag is present in $ARGUMENTS, you are in AUTOMATIC MODE.
In Automatic Mode:
Execute 4 spec phases sequentially. In automatic mode, execute all phases without stopping. In interactive mode, prompt user for approval between phases.
Before claiming quick generation is complete, run one lightweight sanity review over the generated requirements, design, and tasks. If the host supports fresh subagents, use one. Otherwise run the sanity review inline.
Parse $ARGUMENTS:
--auto: Automatic Mode (execute all 4 phases)--auto flag if present)Example:
"User profile with avatar upload --auto" → mode=automatic, description="User profile with avatar upload"
"User profile feature" → mode=interactive, description="User profile feature"Display mode banner and proceed to Step 2.
Execute these 4 phases in order:
Core Logic:
Check for Brief:
.kiro/specs/{feature-name}/brief.md exists (created by /kiro-discovery), read it for discovery context (problem, approach, scope, constraints)$ARGUMENTSGenerate Feature Name:
Check Uniqueness:
.kiro/specs/*/brief.md (no spec.json), use that directory (discovery created it)-2, -3, etc.Create Directory:
mkdir -p .kiro/specs/{feature-name} (skip if already exists from discovery)Initialize Files from Templates:
a. Read templates:
- .kiro/settings/templates/specs/init.json
- .kiro/settings/templates/specs/requirements-init.mdb. Replace placeholders:
{{FEATURE_NAME}} → feature-name
{{TIMESTAMP}} → current ISO 8601 timestamp (use `date -u +"%Y-%m-%dT%H:%M:%SZ"`)
{{PROJECT_DESCRIPTION}} → description
zh → language code (detect from user's input language, default to `en`)c. Write files using Write tool:
- .kiro/specs/{feature-name}/spec.json
- .kiro/specs/{feature-name}/requirements.mdOutput Progress: "Phase 1/4 complete: Spec initialized at .kiro/specs/{feature-name}/"
Automatic Mode: IMMEDIATELY continue to Phase 2.
Interactive Mode: Prompt "Continue to requirements generation? (yes/no)"
Invoke /kiro-spec-requirements {feature-name} via the Skill tool.
Wait for completion. IGNORE any "Next Step" message (it is for standalone usage).
Output Progress: "Phase 2/4 complete: Requirements generated"
Automatic Mode: IMMEDIATELY continue to Phase 3.
Interactive Mode: Prompt "Continue to design generation? (yes/no)"
Invoke /kiro-spec-design {feature-name} -y via the Skill tool. The -y flag auto-approves requirements.
Wait for completion. IGNORE any "Next Step" message.
Output Progress: "Phase 3/4 complete: Design generated"
Automatic Mode: IMMEDIATELY continue to Phase 4.
Interactive Mode: Prompt "Continue to tasks generation? (yes/no)"
Invoke /kiro-spec-tasks {feature-name} -y via the Skill tool.
Note: -y flag auto-approves requirements, design, and tasks.
Wait for completion.
Output Progress: "Phase 4/4 complete: Tasks generated"
After Phase 4, run a lightweight sanity review before claiming completion.
requirements.md, design.md, and tasks.md directly from disk. If brief.md exists, use it only as supporting context._Depends:_, _Boundary:_, and (P) markers plausible for implementation?tasks.md once, then re-run the sanity review.All 4 phases plus sanity review complete.
Output final completion summary (see Output Description section) and exit.
</instructions>
Interactive Mode:
Quick Spec Generation (Interactive Mode)
You will be prompted at each phase.
Note: Skips gap analysis and design validation.Automatic Mode:
Quick Spec Generation (Automatic Mode)
All phases execute automatically without prompts.
Note: Skips optional validations (gap analysis, design review) and user approval prompts. Internal review gates still run.
Final sanity review still runs.After each phase, show brief progress:
Spec initialized at .kiro/specs/{feature}/
Requirements generated → Continuing to design...
Design generated → Continuing to tasks...Provide output in the language specified in spec.json:
Quick Spec Generation Complete!
Generated Files:
- specs/{feature}/spec.json
- specs/{feature}/requirements.md ({X} requirements)
- specs/{feature}/design.md ({Y} components, {Z} endpoints)
- specs/{feature}/tasks.md ({N} tasks)
Skipped: /kiro-validate-gap, /validate
Sanity review: PASSED | FOLLOW-UP REQUIRED
Next Steps:
1. Review generated specs (especially design.md)
2. Optional: `/kiro-validate-gap {feature}`, `/validate {feature}`
3. Start implementation: `/kiro-impl {feature}`Template Missing:
.kiro/settings/templates/specs/ existsDirectory Creation Failed:
Phase Execution Failed (Phase 2-4):
/kiro-spec-{next-phase} {feature}"Sanity Review Failed:
/kiro-spec-design {feature}, /kiro-spec-tasks {feature}, or manual edits depending on the findingUser Cancellation (Interactive Mode):
© X-isdoingreat, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/new-feature of X-isdoingreat/canvas-pilot.
Open the folder on GitHubat commit 6b79d5b
New Feature next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| New Feature this skillX-isdoingreat/canvas-pilot | 125 | — | ~2k | Automated safety check: Notes | AGPL-3.0 | |
| Idea Darwinsickn33/agentic-awesome-skills | 47k | 2 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Idea Refinementaddyosmani/agent-skills | 104k | 6 repos | ~2k | Automated safety check: Pass | MIT | |
| Same Idea Both Platformssickn33/agentic-awesome-skills | 47k | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Idea Evaluatorsickn33/agentic-awesome-skills | 47k | 1 repos | ~930 | Automated safety check: Pass | MIT | |
| Idea Autopsysickn33/agentic-awesome-skills | 47k | 1 repos | ~1.6k | Automated safety check: Pass | MIT |
sickn33/agentic-awesome-skills
Darwinian idea evolution engine — toss rough ideas onto an evolution island, let them compete, crossbreed, and mutate through structured rounds to surface your strongest concepts.
addyosmani/agent-skills
Guides a conversation that takes a vague idea through divergent and convergent thinking and ends in a markdown one-pager covering scope and assumptions.
sickn33/agentic-awesome-skills
Write one idea as a Twitter/X post and a LinkedIn post that read as written separately, not pasted twice.
sickn33/agentic-awesome-skills
Evaluates an idea by hosting a multi-turn debate between a Pro and Con agent, delivering a final verdict on whether it's worth pursuing.
sickn33/agentic-awesome-skills
Autopsy a business idea before you build it: kill-list check, five hard filters, a free-AI one-prompt test, live ad-market verification, and a verdict with a named kill-pattern.
sickn33/agentic-awesome-skills
Five-phase pipeline (triage → clarify → research → PRD → plan) that turns a raw idea into four linked files: clarifying questions, deep research, a PRD with non-goals and metrics, and a phased…
X-isdoingreat/canvas-pilot
A skill your agent uses when verified work from today or another day should become an X/Twitter post, build-in-public update, ship log, or bilingual draft.
X-isdoingreat/canvas-pilot
A skill your agent uses when a short local academic draft needs role-aware syntax diversification while preserving meaning, locks, source grounding, rubric-critical openings, and document structure.
X-isdoingreat/canvas-pilot
A skill your agent uses when managing Canvas Pilot schedules: install, inspect, pause, change, delete, or safely test scheduled scans and runs.
X-isdoingreat/canvas-pilot
A skill your agent uses for an approved long academic-writing assignment routed by canvas-execute after the deterministic writing router selects essay.
X-isdoingreat/canvas-pilot
A skill your agent uses for an approved Canvas assignment that no specialized course skill can handle.
X-isdoingreat/canvas-pilot
A skill your agent uses when a local academic draft needs a meaning-preserving humanizing pass with less uniform syntax while retaining rubric, source, lock, voice, and length constraints.
A skill your agent uses when a product idea needs a quick implementation spec before coding. New Feature is an agent skill from X-isdoingreat/canvas-pilot. Use when a product idea needs a quick implementation spec before coding.
New Feature fits situations like: A product idea needs a quick implementation spec before coding.
Run `npx skills add X-isdoingreat/canvas-pilot --skill new-feature -a claude-code`. Or copy the skill folder (.agents/skills/new-feature in X-isdoingreat/canvas-pilot) into .claude/skills/new-feature in your project. Claude Code loads it when a task matches its description.
Run `npx skills add X-isdoingreat/canvas-pilot --skill new-feature -a codex`. Or copy the skill folder (.agents/skills/new-feature in X-isdoingreat/canvas-pilot) into .agents/skills/new-feature in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add X-isdoingreat/canvas-pilot --skill new-feature -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/new-feature, .gemini/skills/new-feature, .github/skills/new-feature and .opencode/skills/new-feature in your project.
SKILL.md names no scripts, command-line tools or credentials: New Feature is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Skill, Bash, Write, Glob, Agent.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
New Feature is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2k tokens (SKILL.md is roughly 8.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with New Feature: Idea Darwin (sickn33/agentic-awesome-skills, 47k stars), Idea Refinement (addyosmani/agent-skills, 104k stars), Same Idea Both Platforms (sickn33/agentic-awesome-skills, 47k stars) and Idea Evaluator (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
X-isdoingreat (a GitHub user) maintains it in X-isdoingreat/canvas-pilot, which has 125 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on July 31, 2026.
Source: X-isdoingreat/canvas-pilot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.