Is the Task Profile skill free?

Yes. The skill itself is free from techwolf-ai/ai-first-toolkit. SkillProof publishes the install command and an independent test verdict at no cost.

What is the Task Profile SkillProof Score?

9.6/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 5/5.

How do I install Task Profile?

Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.

Can I use Task Profile with Cursor, Copilot, Gemini CLI, Codex or other AI tools?

The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.

Task Profile

Mines your Claude Code/Cowork session history into a task profile, coaching panel, and skill proposals.

by techwolf-ai · techwolf-ai/ai-first-toolkit

Tested · Works

Install — copy the command Download source ↗

Test report

Verdict: Tested · Works
Score: 9.6/10
Tested: Jul 13, 2026
Environment: Claude Code 2.x (agent harness)
Upstream re-checked: Jul 18, 2026 · 8477de7

Statically read the fetched inventory.py/host_platform.py against the SKILL.md's platform-detection claims and they match verbatim, down to the same 'AEAD-encrypted at rest, no honest analysis path -> degrade' caveat for Antigravity appearing both in the doc and in the code comments - an unusually well-aligned claims-vs-code check for a self-described skill.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

Installs cleanly 5/5
Triggers reliably 5/5
Output vs. baseline 9/10
Docs & honesty 5/5

What Task Profile does

Walks local Claude Code, Cowork, or Codex session logs into a redacted inventory, clusters them into recurring tasks, runs parallel Haiku analysis for friction and success signals, and builds a shareable profile.csv plus a single-file coaching dashboard (explorer.html) with skill proposals de-duplicated against what's already installed. Triggers on requests like "analyze my Claude use", "build a task profile", or "what skills would help me" based on reviewing past sessions for patterns.

How to install Task Profile

git clone https://github.com/techwolf-ai/ai-first-toolkit
cd ai-first-toolkit
mkdir -p ~/.claude/skills
cp -r plugins/ai-adoption/skills/task-profile ~/.claude/skills/task-profile

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger Task Profile

/task-profile Mines your Claude Code/Cowork session history into a task profile, coaching panel, and skill proposals.

It also activates on plain-language prompts like these:

Analyze my Claude Code session history and build a task profile
Look at my past sessions and tell me what skills would help me
Mine my Cowork logs into a coaching dashboard of recurring tasks

Frequently asked questions

Is the Task Profile skill free?: Yes. The skill itself is free from techwolf-ai/ai-first-toolkit. SkillProof publishes the install command and an independent test verdict at no cost.
Does Task Profile work with Claude Code?: We tested it with Claude Code 2.x (agent harness) on Jul 13, 2026. Verdict: Tested · Works. Statically read the fetched inventory.py/host_platform.py against the SKILL.md's platform-detection claims and they match verbatim, down to the same 'AEAD-encrypted at rest, no honest analysis path -> degrade' caveat for Antigravity appearing both in the doc and in the code comments - an unusually well-aligned claims-vs-code check for a self-described skill.
What is the Task Profile SkillProof Score?: 9.6/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 5/5.
How do I install Task Profile?: Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Task Profile with Cursor, Copilot, Gemini CLI, Codex or other AI tools?: The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.