task-profile
techwolf-ai/ai-first-toolkitSkill
Mine the user's Claude Code + Cowork session history into a structured task profile, what they do with AI, how often, how successfully where friction lives, then propose atomic skills that would reduce iteration. Use when the user asks to "analyse my Claude use", "build a task profile", "what tasks do I do with Claude", "where am I spending tokens", "what skills would help me", or mentions reviewing past sessions for patterns. Produces profile.csv (shareable), explorer.html (personal coaching view with AI-first principle comparison + token-spend chart), and skill-proposals.md.
Why this score
This repo hosts 10 skills, so its 135 stars are split between them (about 14 each) for scoring.
Popularity score: 54/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 2ee78415674e, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onetask-profile techwolf-ai/ai-first-toolkit · Skill | 54 | ★ 135 | ≈149 always | 1mo ago |
| create_profile_style_skill FireRedTeam/FireRed-OpenStoryline · Skill Both about profile | 67 | ★ 3.5k | ≈55 always | 3mo ago |
| grounded-profile HiroHyun/grounded-copy · Skill Both about profile | 56 | ★ 22 | ≈16 always | 16d ago |
| email-voice-profile yc-software/qm · Skill Both about profile | 82 | ★ 15k | ≈51 always | 16d ago |
| cortex-profile cdeust/Cortex · Skill Both about profile and history | 59 | ★ 75 | ≈105 always | 18d ago |
| agent-profile-from-sessions ohad6k/emulo · Skill Both about profile and past | 64 | ★ 297 | ≈139 always | 23d ago |