ProfileClaw
15 minutes to set up · reusable over time · no need to re-explain yourself from scratch

Let OpenClaw get to know you firstStable user context makes every action sharper

Turn your history, strengths, preferences, and boundaries into a reusable capability profile. Then OpenClaw can spend tokens on action instead of re-learning who you are.

Profile first, action after4 assessment tracks · 200+ questionsCompatible with next-generation AI agents

Data is encrypted by default · Your ProfileClaw Key stays under your control · You decide which agents can read the profile

职虾

ProfileClaw input layer

Capture your core signals

Continuously updated

Career assessment

Capture interests and work preference

Resume evidence

Extract projects, history, and skill signals

Personal traits

Add personality, values, and boundaries

OpenClaw active context

The same context keeps driving action

Profile loaded

Preferences, strengths, work style, and boundaries are loaded before the task starts.

1
High-fit opportunity shortlist
2
Context-aware writing
3
Action guided by long-term memory

Capability profile ready

Your history, preferences, boundaries, and strengths become reusable context for any connected agent.

OpenClaw in motion

With context already loaded, tokens go into progress instead of repeated clarification.

Agents you can connect

Connect your career profile to the agents you already use, so the same context keeps supporting search, filtering, writing, and execution.

Quick Install
Terminal
$npx @profileclawai/skill install-skill

One command to give your AI agents instant access to career profile capabilities

Start from any assessmentInvest once, keep the value compounding

Complete assessments one by one and add materials when ready. Start with the easiest input, then grow the profile over time. You can read it yourself, and agents can call it later.

Free features

Complete one assessment first to see an initial result and begin building your capability profile.

AI features

Use the paid AI layer for summaries, resume extraction, career reasoning, and deeper analysis.

Turn your past experience into a trusted self-knowledge asset

Turn scattered experience into structured context. Then OpenClaw can search, filter, write, and act from the same version of you.

Let AI read real experience

Projects, skills, and industry background become structured data, so AI can understand your strengths faster.

Multi-turn chat consumes too many tokensThat is why your profile needs compression

Active agents are useful because they keep moving. ProfileClaw gives them stable context first, so tokens go into search, judgment, and execution instead of repeated discovery.

Reduce the cost of repeatedly explaining yourself to AI and other people

Individual users

A reusable source of long-term user context

Frequent agent users

A talent-context layer that can plug into internal agent workflows

Teams and enterprises

Multi-turn chat consumes too many tokens
Build once, reuse everywhere

Build the foundation in about 15 minutesSee your direction first, then let agents build on it

Once your assessments and materials are in place, you get a continuously updated capability profile for both personal judgment and agent workflows.

Localized capability assessments
Four assessments cover interests, personality, values, and skill signals for real work scenarios in China.
Capability profile
Assessment results, resume evidence, and extra materials become one structured profile that both you and AI can read.
AI analysis and judgment
Your real signals become direction guidance, gap analysis, and next-step plans instead of generic advice.
Active AI agents
With OpenClaw, Claude Work, or Nanobot connected, AI can explore, filter, and move work forward without making you repeat yourself.
Developer data access
Technical users can generate a ProfileClaw Key so approved tools can read the profile in a controlled way.
Broader opportunity exchange
The same profile can support jobs, freelance work, collaborations, creative paths, and longer-term exploration.

ProfileClaw data layer

High-quality input creates high-efficiency outputLet token efficiency compound over time

ProfileClaw turns assessments, materials, and preferences into a structured capability profile. You read a clear personal map, while agents read stable reusable context.

Clarify yourself first

Use assessments and materials to turn your interests, experience, and strengths into a structured context asset.

25%

步骤 1

Keep the context evolving

Whenever you add new experience, skills, or material, the context asset updates with you and becomes more complete.

0%

步骤 2

Use tokens where they matter

The next time you call AI, tokens can go into moving work forward instead of re-explaining who you are.

0%

步骤 3

Let context drive real action

Whether it is job search, freelance work, collaboration, or long-term exploration, agents can keep acting from the same context.

0%

步骤 4

Ways to use it

Start with job search, grow beyond itThe same profile can support broader decisions

Job search is the clearest starting point. Once your history, strengths, preferences, and limits are structured, the same profile can support collaborations, freelance work, creative projects, and long-term moves.

Job search and transitions

Start with the most immediate use case. Give agents a stable profile for role search, fit judgment, resume positioning, and transition decisions.

Role filteringTransition judgmentInterview positioning
Collaborations and projects

Agents can judge people, projects, pace, and boundaries so you screen collaboration fit earlier.

Collaboration fitRole splitBoundary clarity
Freelance and client work

Pass your skills, boundaries, and collaboration preferences to an agent so it can screen projects, draft proposals, and handle first outreach.

Project screeningProposal draftingPricing support
Content and personal brand

Use your lived experience, thinking style, and durable themes to give agents a stronger base for content direction and expression.

Content positioningTopic planningKnowledge products
Advisory and services

If you already monetize judgment or delivery, this layer helps an agent package offers, draft outlines, and filter better-fit clients.

Offer packagingSolution draftsClient matching
Recruiting and talent operations

For organizations, the same context layer can support recruiting, internal mobility, talent review, and internal agent workflows with user permission.

Hiring filtersInternal mobilityTalent review

Start with the most immediate use case. As the profile grows, it becomes useful across more decisions.

Capture oncethen connect every next step

Once the profile is ready, ProfileClaw keeps your history, preferences, boundaries, and capability signals in a stable structure that agents can reuse across sessions.

Get your API key

Generate a dedicated key from settings, then start with the Context API so an agent can fetch a compact summary first.

01

Individuals and builders

When your capability profile is connected to OpenClaw, Claude Work, Nanobot, or your own workflow, agents receive structured experience, preferences, limits, and capability signals.

02

Enterprise recruiting (in progress)

At scale, employer workflows will be able to use the same context layer, with user permission, for better matching, recommendations, and talent operations.

Security and access control

Every call is authenticated and encrypted. Access stays user-controlled, explicit, and revocable.

Sync the profile with an agent
Let AI handle first-pass outreach to potential clients
Explore career directions from your capability boundaries
Keep guidance and next actions up to date
Capture once

Once the profile is ready, ProfileClaw keeps your history, preferences, boundaries, and capability signals in a stable structure that agents can reuse across sessions.

then connect every next step

Once the profile is ready, ProfileClaw keeps your history, preferences, boundaries, and capability signals in a stable structure that agents can reuse across sessions.

Assessment completed
Assessment completedJust now
Resume uploaded
Resume uploaded2 min ago
Capability profile created
Capability profile created5 min ago
Agent workflow connected
Agent workflow connected8 min ago
Assessment completed
Assessment completedJust now
Resume uploaded
Resume uploaded2 min ago
Capability profile created
Capability profile created5 min ago
Agent workflow connected
Agent workflow connected8 min ago
Assessment completed
Assessment completedJust now
Resume uploaded
Resume uploaded2 min ago
Capability profile created
Capability profile created5 min ago
Agent workflow connected
Agent workflow connected8 min ago
High-priority opportunities filtered5 directions
Personal pitch generated3 drafts
Potential collaborators identified2 profiles
Next action updatedThis week
High-priority opportunities filtered5 directions
Personal pitch generated3 drafts
Potential collaborators identified2 profiles
Next action updatedThis week
High-priority opportunities filtered5 directions
Personal pitch generated3 drafts
Potential collaborators identified2 profiles
Next action updatedThis week
职虾

They got clearer on themselves firstthen moved toward opportunities that fit

These users used ProfileClaw to clarify direction, strengths, and boundaries before making job, freelance, or collaboration decisions.

I sent out more than 200 resumes with almost no traction. After taking the assessments, I finally saw that I was much better suited to market analysis than sales. Once I changed direction, I landed five interviews and three offers within three weeks.
Xiaolin · Recent graduate

Xiaolin · Recent graduate

Now: Market Analyst at an internet company · RMB 12K/month

I spent five years in technical work, earned decent money, and still felt drained. The assessments helped me see that I was driven more by challenge and influence than by technical specialization. I moved into pre-sales and my energy came back with it.
Zhang · Career switcher

Zhang · Career switcher

Now: Technical Pre-Sales at a SaaS company · 400K+ RMB/year

When I came back to China, recruiters kept saying my background did not fit. ProfileClaw helped translate my overseas experience into language the local market actually understood. My resume pass rate jumped, and I ended up choosing between several strong offers.
Jessica · Returnee

Jessica · Returnee

Now: HRBP at an international company · 350K RMB/year

Frequently asked questions

If this is your first time seeing ProfileClaw, start with the questions people usually ask first.

ProfileClaw FAQ

Start with what it is, who it is for, and how to begin.

ProfileClaw is a long-term capability profile built by 职虾. It stores assessment signals, experience evidence, skill patterns, preferences, and supporting material so you see a readable map while AI sees stable context.

15 minutes · one-time setup · long-term reuse

Capture first, then actInvest once, keep the value compounding

Use about 15 minutes to complete the assessments and build the basic profile. After that, OpenClaw can spend tokens on real value creation instead of asking you to start from scratch.

Invest once, keep the value compounding