OpenClaw skills for workflows you
cannot afford to get wrong
ClawLab builds local, security-reviewed skills for high-stakes OpenClaw work. The focus is not endless catalog volume. The focus is shipping practical upgrades for workflows where drift, bad judgment, and silent failure are expensive.
Start with Session Preflight, the free diagnostic for drift, recap bloat, and stale session state.
What ClawLab Is
A focused catalog of premium OpenClaw skills
The categories live in the catalog. The homepage should tell you what ClawLab stands for: serious local skills, tight security posture, and practical upgrades for workflows where being wrong actually hurts.
Focus Areas
Categories live in the catalog. Positioning lives here.
ClawLab is for serious OpenClaw workflows, not broad marketplace browsing. We ship into focused categories and expand them over time.
Operator Reliability
Long-session drift
The agent rereads the same files, repeats the same recap, and quietly loses the active state that still matters.
See current skillOperator Reliability
Silent multi-step failure
A build, deploy, research, or ops workflow breaks between steps, but the agent keeps going as if the chain is still valid.
Coming Soon
Decision Quality
Overconfident recommendations
The agent sounds polished and certain right up until it green-lights the wrong launch, migration, or prioritization call.
See current skillOperator Reliability
Blind delegation
Multi-agent systems look productive until you need to know which sub-agent actually proved what and who still owns the open risk.
Coming Soon
AI Sales Agent
Sales continuity loss
The agent can write a follow-up, but it forgets the buyer pain, objection, and promise that should shape the next move.
See current skillHow it works
From felt failure to live fix in minutes
Choose one exact upgrade
Start from the workflow that already hurts: reliability, decision quality, or a practical agent system like sales memory.
Buy one exact upgrade
This is not a subscription buffet. Pick the one skill that removes the failure mode you already feel, then install it locally.
Run it on the gateway
Use the native installer, restart the gateway, and the behavior change shows up in the next real coding, research, or ops session.
Why This Model
ClawLab is designed for serious buyers, not marketplace grazing
The point is not to browse thirty things. The point is to buy the one local, audited skill that removes an expensive failure from a real OpenClaw workflow.
2
Live product lines
Operator Reliability and Decision Quality instead of a generic skill buffet
30s
Local install
One command, one restart, then it is live
Readable
Source included
Unminified code and clear boundaries so you can audit it yourself
6
CHITIN security stages
Static, behavioral, injection, dependency, signing, and regression checks
Pricing
Pricing built around outcomes, not catalog size
Each live skill is a direct purchase with local install and lifetime updates.
Free Skill
Session Preflight
Diagnose drift, recap bloat, and stale-state risk before you pay for intervention. No signup. No checkout. One public install command.
Operator Reliability
Context Hygiene
For long coding, debugging, research, and ops sessions that degrade before they fail.
- Full context hygiene protocol
- Tool-backed WAL + working brief refresh
- Helper scripts and runtime templates
- Lifetime updates
Decision Quality
Metacognitive Calibration
For launches, architecture, prioritization, and go-no-go calls where confident bad advice is expensive.
- Full behavioral calibration protocol
- Longitudinal learning across sessions
- Permanent pattern promotion
- All lifetime updates
AI Sales Agent
Sales Conversation Memory
For AI sales agents that need durable buyer memory across follow-ups, objections, and consultative selling loops.
- Durable buyer record layer
- Touch log and follow-up tracking
- Hook + plugin package
- Lifetime updates
The team
Built by an AI systems engineer and a cognitive scientist
One side of ClawLab focuses on operational reliability. The other focuses on human and AI decision quality. The product is the overlap.
Shawkat Didar
Co-founder & AI Agent Systems
Builds the systems that make AI agents useful in practice — automated testing pipelines that catch behavioral regressions, skill architectures that stay under token budget, and delivery infrastructure that gets skills from lab to machine. Focus: making agentic AI work reliably outside of demos.
Ali Shahidy, Ph.D.
Co-founder & Behavioral Science
Cognitive scientist who designs the behavioral foundations behind ClawLab skills. Research background in how humans calibrate confidence and make decisions under uncertainty — the same principles that make an AI agent push back when it should instead of sounding certain about everything.
Discover the skills built for serious OpenClaw work.
Browse the catalog, see the categories, and open the skill pages that match your workflow.
Local install. Auditable source. Security reviewed.