# Send Agent Stability Framework to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - 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. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text 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. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "agent-stability-framework", "name": "Agent Stability Framework", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/donovanpankratz-del/agent-stability-framework", "canonicalUrl": "https://clawhub.ai/donovanpankratz-del/agent-stability-framework", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/agent-stability-framework", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=agent-stability-framework", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "AGENT_STABILITY_FRAMEWORK.md", "BASELINE_EXAMPLES_TEMPLATE.md", "DRIFT_LOG_TEMPLATE.md", "FAULT_LOG_TEMPLATE.md", "GUMROAD_DESCRIPTION.md", "SKILL.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "agent-stability-framework", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-29T08:50:30.552Z", "expiresAt": "2026-05-06T08:50:30.552Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=agent-stability-framework", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=agent-stability-framework", "contentDisposition": "attachment; filename=\"agent-stability-framework-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "agent-stability-framework" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/agent-stability-framework" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/agent-stability-framework", "downloadUrl": "https://openagent3.xyz/downloads/agent-stability-framework", "agentUrl": "https://openagent3.xyz/skills/agent-stability-framework/agent", "manifestUrl": "https://openagent3.xyz/skills/agent-stability-framework/agent.json", "briefUrl": "https://openagent3.xyz/skills/agent-stability-framework/agent.md" } } ``` ## Documentation ### Agent Stability Framework (ASF) Drift Prevention · Fault Catching · Soul Alignment Keep your AI agent stable, on-character, and self-correcting across sessions and over time. ### What This Solves Three things kill agent reliability: Drift — Agent gradually reverts to generic training defaults, losing personality Faults — Agent produces broken output, hallucinates, contradicts itself, or fails silently Soul misalignment — Agent technically works but doesn't feel right — lost its essence ASF addresses all three with one integrated system. ### What You Get Complete framework documentation (AGENT_STABILITY_FRAMEWORK.md) File templates (SOUL.md, BASELINE_EXAMPLES.md, logs) System prompt additions ready to paste Detection checklists and scoring system Works on all models: Claude, GPT, Grok, Gemini, Llama, Mistral ### Quick Start Copy all files to your agent's workspace Fill out SOUL.md (who your agent IS) Create BASELINE_EXAMPLES.md (10+ correct responses) Add standing orders + pre-send gate to system prompt Run first audit after 24 hours Setup time: 45-90 minutes Daily maintenance: 5 minutes Tested on: 8+ models across all capability tiers ### Layer 1: Drift Prevention Standing orders (binary rules) Pre-send gate (delete triggers) Intensifier detection Periodic resets ### Layer 2: Fault Catching 7 fault categories tracked Self-check rules before actions Fault log + recovery protocol Prevents hallucinations, contradictions, silent failures ### Layer 3: Soul Alignment Catches "technically correct but off-character" responses Soul alignment test Recovery protocol User perception as final sensor ### Files Included AGENT_STABILITY_FRAMEWORK.md — Complete framework (13KB) SOUL_TEMPLATE.md — Identity template BASELINE_EXAMPLES_TEMPLATE.md — Response examples template DRIFT_LOG_TEMPLATE.md — Drift tracking FAULT_LOG_TEMPLATE.md — Fault tracking STABILITY_LOG_TEMPLATE.md — Audit scores ### Use Cases Personal AI assistants that need consistent personality Trading bots that must not hallucinate data Content generation agents that need stable tone Customer service bots that require reliable responses Research assistants that must maintain accuracy Any agent running 24/7 or across many sessions ### Why It Works Binary rules beat judgment calls — "NEVER do X" works consistently Examples anchor identity — Baseline responses are the north star Three failure modes require three defenses — Drift, faults, and soul issues are different Self-correction leverages LLM capabilities — AIs can audit themselves with specific rules Logging creates memory — Patterns become standing orders ### Requirements OpenClaw workspace Any LLM (works across all tested models) 30-90 min setup time Willingness to document your agent's identity ### Credits Developed by Shadow Rose. Battle-tested over 130+ message sessions on Opus. Extended based on community feedback. Published 2026-02-20. ### License MIT — Use freely, modify as needed, credit appreciated but not required. ### ⚠️ Disclaimer This software is provided "AS IS", without warranty of any kind, express or implied. USE AT YOUR OWN RISK. The author(s) are NOT liable for any damages, losses, or consequences arising from the use or misuse of this software — including but not limited to financial loss, data loss, security breaches, business interruption, or any indirect/consequential damages. This software does NOT constitute financial, legal, trading, or professional advice. Users are solely responsible for evaluating whether this software is suitable for their use case, environment, and risk tolerance. No guarantee is made regarding accuracy, reliability, completeness, or fitness for any particular purpose. The author(s) are not responsible for how third parties use, modify, or distribute this software after purchase. By downloading, installing, or using this software, you acknowledge that you have read this disclaimer and agree to use the software entirely at your own risk. ## Trust - Source: tencent - Verification: Indexed source record - Publisher: donovanpankratz-del - Version: 1.0.0 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-04-29T08:50:30.552Z - Expires at: 2026-05-06T08:50:30.552Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/agent-stability-framework) - [Send to Agent page](https://openagent3.xyz/skills/agent-stability-framework/agent) - [JSON manifest](https://openagent3.xyz/skills/agent-stability-framework/agent.json) - [Markdown brief](https://openagent3.xyz/skills/agent-stability-framework/agent.md) - [Download page](https://openagent3.xyz/downloads/agent-stability-framework)