Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub ยท Developer Tools
Temp Publish
Skill Cortex is the system's capability cortex. When lacking ability, it autonomously acquires Skills from ClawHub or GitHub, then releases them after use. E...
skill openclawclawhub Free
Skill Cortex is the system's capability cortex. When lacking ability, it autonomously acquires Skills from ClawHub or GitHub, then releases them after use. E...
โฌ 0 downloads โ
0 stars Unverified but indexed
Install for OpenClaw
Quick setup
- Download the package from Yavira.
- Extract the archive and review SKILL.md first.
- Import or place the package into your OpenClaw setup.
Package facts
- Download mode
- Yavira redirect
- Package format
- ZIP package
- Source platform
- Tencent SkillHub
- What's included
- DESIGN.md, README.md, SKILL.md
Validation
- Use the Yavira download entry.
- Review SKILL.md after the package is downloaded.
- Confirm the extracted package contains the expected setup assets.
Install with your agent
Agent handoff
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
New install
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.
Upgrade existing
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.
Trust & source
Release facts
- Source
- Tencent SkillHub
- Verification
- Indexed source record
- Version
- 0.0.1
Provenance
- Publisher
- ankwu001
- Source page
- View original listing
- Canonical URL
- Open canonical page
Documentation
Skill Cortex
Triggers when installed Skills cannot complete the current task. If you can handle it yourself, just do it โ do not trigger this flow. Cortex data file: ~/.openclaw/skill-cortex/cortex.json (schema in docs/DESIGN.md).
Phase 1: Perception
Read cortex.json (if missing or corrupt, skip to step 3). Semantically match the user's task description against sensory.patterns signals (no exact match required โ use your own judgment on intent alignment). On hit, look up the corresponding region in motor, sort candidates by effective weight (effective_weight = weight * max(0.3, 1 - days_since_last_used / 180)), filter out blacklisted and effective_weight < 0.3 entries, then proceed to Phase 2. On miss, search ClawHub: clawhub search "<3-5 English keywords>". Read summaries only, pick up to 3 candidates. If fewer than 2 relevant results, supplement with a GitHub search (mark as unreviewed source).
Reflex Fast Path
The top candidate may enter reflex mode when ALL of the following hold: reflex: true AND effective_weight >= 0.90 AND consecutive successes >= 5 No write side effects (side_effects contains no write:/delete:/shell: prefix) Version unchanged (slug + version match the stored record) Reflex mode skips only the execution plan confirmation. Installation still requires user notification: โก Skill Cortex reflex: todoist-cli v1.2.0 (96% success rate) Task: query today's todos (read-only) | Will install and execute. Say cancel to abort. Version change automatically downgrades to standard mode.
Standard Mode
Present candidates to the user (name, description, stars, downloads, source, security scan status, history). Wait for explicit approval before installing. If prefrontal.lessons contain experiences matching the current region, retain them for use in Phase 3.
3.1 Install
clawhub install <slug> On failure, auto-switch to the next candidate. Max 2 switches, then stop and report.
3.2 Execution Plan
Read the installed Skill's SKILL.md and present to the user: Step summary Side-effect severity: ๐ข read-only ๐ก write ๐ด destructive ๐ sensitive credentials โ๏ธ shell commands Relevant prefrontal lessons (if any) โ e.g., proactively check for a dependency known to be commonly missing Reflex mode skips this step. Standard mode waits for user confirmation.
3.3 Execute
Follow the Skill's instructions to complete the task.
3.4 Failure Recovery
TypeHandlingdependency_missingShow the user what needs to be installed, proceed only after confirmationapi_errorWait 3 seconds, retry onceauth_errorPrompt user to check credentials, do not auto-retrytask_mismatchUninstall, suggest switching to next candidateruntime_errorUninstall, suggest switching to next candidate Switching candidates requires user consent. After all candidates fail, provide a full report with each failure reason and suggested remediation.
Phase 4: Learning & Cleanup
Execute regardless of success or failure.
4.1 Update Motor
Success: new_weight = old + (1 - old) * 0.15 * (1 / (1 + successes_in_last_7d)) Failure: new_weight = old * decay (task_mismatch: 0.4 / runtime: 0.6 / auth: 0.8 / dependency: 0.85 / api: 0.9) New Skill initial weight = 0.5. Record skill_md_chars (SKILL.md character count) and version. Create region if it doesn't exist. Update last_used.
4.2 Update Sensory
When this task was resolved via search (sensory miss), extract 2โ4 signal words from the task description and merge into the corresponding region's pattern. Merge into existing patterns; do not create duplicates. Entity Filtering (mandatory): Before writing signal words, strip all concrete entities โ personal names, company names, place names, dates, numeric values, filenames, URLs, emails, etc. Retain only verbs and abstract nouns. Example: user says "Look up Alice's Q3 sales report" โ signals should be ["query", "sales", "report"], NOT ["Alice", "Q3"].
4.3 Update Prefrontal
Record structured lessons only in the following cases (no free-form): // Type 1: Same failure type occurs 2+ times โ dependency pre-check { "type": "dependency_warning", "region": "...", "key": "imagemagick", "action": "check_bin_before_install", "confidence": 0.6 } // Type 2: Skill description does not match actual capability { "type": "skill_quality_warning", "slug": "xxx", "detail": "does not support batch ops", "confidence": 0.6 } // Type 3: User environment is typically ready { "type": "env_ready", "region": "...", "key": "TODOIST_API_KEY", "confidence": 0.6 } Confidence +0.1 each time validated (cap 1.0). Remove when < 0.3 during pruning.
4.4 Reflex Promotion
Set reflex: true when ALL conditions are met: success >= 5, weight >= 0.90, no write side effects. Immediately reset reflex: false on any failure or version change.
4.5 Cleanup
Default: uninstall. clawhub uninstall <slug> Suggest retention (when ALL met): success >= 3, weight >= 0.8, skill_md_chars < 8000. Approved โ keep installed, remove record from motor (transfers to OpenClaw native management). Declined โ uninstall normally.
4.6 Pruning
Motor: max 5 candidates per region / max 80 regions / remove effective_weight < 0.1 Sensory: remove pattern when its region is pruned / max 10 signals per pattern Prefrontal: max 30 lessons / remove confidence < 0.3 / remove if linked region is pruned
Boundary Rules
Never interfere with long-term Skills. Installation requires user confirmation (including reflex mode). System dependency installation requires separate confirmation. Write operations never enter reflex. Reflex locks version; version change auto-downgrades. Max 2 candidate switches. On cortex file corruption, degrade to direct ClawHub search; rebuild after task. Read latest cortex file before writing; merge changes, never overwrite. Single-session design; cortex data may be inconsistent under concurrent sessions.
Category context
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
3 Docs
- SKILL.md
- DESIGN.md
- README.md