# Send continuity-kernel 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. 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 ```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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "continuity-kernel", "name": "continuity-kernel", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/tkuehnl/continuity-kernel", "canonicalUrl": "https://clawhub.ai/tkuehnl/continuity-kernel", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/continuity-kernel", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=continuity-kernel", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "CHANGELOG.md", "README.md", "SKILL.md", "artifacts/continuity-kernel/p0-evals.json", "benchmark.py", "contracts.py" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "continuity-kernel", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-04T20:22:22.487Z", "expiresAt": "2026-05-11T20:22:22.487Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=continuity-kernel", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=continuity-kernel", "contentDisposition": "attachment; filename=\"continuity-kernel-0.2.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "continuity-kernel" }, "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/continuity-kernel" }, "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/continuity-kernel", "downloadUrl": "https://openagent3.xyz/downloads/continuity-kernel", "agentUrl": "https://openagent3.xyz/skills/continuity-kernel/agent", "manifestUrl": "https://openagent3.xyz/skills/continuity-kernel/agent.json", "briefUrl": "https://openagent3.xyz/skills/continuity-kernel/agent.md" } } ``` ## Documentation ### When to use this skill Use this skill when the user wants to: Inject bounded continuity context into llm_input without manual configuration Persist Soul Card + Mission Ticket state with deterministic runtime contracts (durable default SQLite path, zero-config) Keep agent behavior fail-open if continuity logic or storage has an error Generate reproducible runtime proof receipts for audits and reviews Run shadow-mode evals and append chunk-level quality snapshots ### Commands # Run full test suite python3 -m unittest discover -s tests/continuity-kernel -p 'test_*.py' # Generate deterministic runtime contract proof artifact python3 skills/continuity-kernel/generate_runtime_contract_proof.py # SC-02 core-shadow gate (trace optional, synthetic allowed for this suite) python3 skills/continuity-kernel/run_shadow_eval.py --layer 'Soul Card' --chunk 'SC-02' --suite core-shadow --runs 100 --append artifacts/continuity-kernel/p0-evals.json # SC-02 perturb robustness gate (trace-backed, deterministic selector + size_only) python3 skills/continuity-kernel/run_shadow_eval.py --layer 'Soul Card' --chunk 'SC-02' --suite memoryarena-mini-perturb --perturb-profile deletion --selector-mode deterministic --compaction-policy size_only --runs 100 --trace-jsonl tests/continuity-kernel/fixtures/shadow_eval_trace_memoryarena_mini_perturb.jsonl --append artifacts/continuity-kernel/p0-evals.json # SC-02 perturb robustness gate (trace-backed, dual-route + attention-preserving) python3 skills/continuity-kernel/run_shadow_eval.py --layer 'Soul Card' --chunk 'SC-02' --suite memoryarena-mini-perturb --perturb-profile deletion --selector-mode dual_route_experimental --compaction-policy attention_preserving_experimental --runs 100 --trace-jsonl tests/continuity-kernel/fixtures/shadow_eval_trace_memoryarena_mini_perturb.jsonl --append artifacts/continuity-kernel/p0-evals.json ### Options run_shadow_eval.py options: --layer TEXT — Active P0 layer name --chunk TEXT — Active chunk id/name --suite core-shadow|memoryarena-mini|memoryarena-mini-perturb — Task suite for eval scoring --perturb-profile none|deletion|noise_injection|reorder — Deterministic perturb profile for memoryarena-mini-perturb --selector-mode deterministic|dual_route_experimental — Selector mode tag for A/B eval receipts --compaction-policy size_only|attention_preserving_experimental — Compaction policy label for dropped-field A/B eval comparison --runs N — Number of evaluated shadow runs (default: 100) --trace-jsonl PATH — JSONL file containing observed shadow outcomes (repeatable) --trace-dir PATH — Directory scanned for *.jsonl observed shadow outcomes (repeatable) --append PATH — JSON file path to append snapshot results --allow-synthetic — Permit synthetic fallback for non-core suites when traces are unavailable (forced pass=false) --artifacts-root PATH — Directory for summary receipts (default: ~/.cache/continuity-kernel/p0-evals) Runtime persistence defaults: ContinuityHookAdapter() uses ~/.local/state/continuity-kernel/continuity.db Override default path with CONTINUITY_KERNEL_DB_PATH Use :memory: only as explicit opt-in test mode ## Trust - Source: tencent - Verification: Indexed source record - Publisher: tkuehnl - Version: 0.2.0 ## 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: 2026-05-04T20:22:22.487Z - Expires at: 2026-05-11T20:22:22.487Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/continuity-kernel) - [Send to Agent page](https://openagent3.xyz/skills/continuity-kernel/agent) - [JSON manifest](https://openagent3.xyz/skills/continuity-kernel/agent.json) - [Markdown brief](https://openagent3.xyz/skills/continuity-kernel/agent.md) - [Download page](https://openagent3.xyz/downloads/continuity-kernel)