Base-layer skill for the SenseNova-Skills project, providing low-level APIs for image generation, recognition (VLM), and text optimization (LLM). This skill does not preprocess inputs; it only calls backend services and returns results. This skill is not user-facing and is intended for upper-layer skills only.
Design & media
sn-update
Try itUpdate SenseNova Skills (the sn-* bundle) inside an OpenClaw or hermes-agent install. ALWAYS use this skill when the user says any of: "update SenseNova skills", "update SN skills", "更新 sensenova skills", "更新 sn skills", "刷新 sn-*", "升级 sn-* skills", or names a specific sn-* skill to update (e.g. "更新 sn-ppt-standard", "refresh sn-image-base"). Default scope is the whole sn-* bundle; if the user names specific skills, update ONLY those.
What it does
Update SenseNova Skills (the sn-* bundle) inside an OpenClaw or hermes-agent install. ALWAYS use this skill when the user says any of: "update SenseNova skills", "update SN skills", "更新 sensenova skills", "更新 sn skills", "刷新 sn-*", "升级 sn-* skills", or names a specific sn-* skill to update (e.g. "更新 sn-ppt-standard", "refresh sn-image-base"). Default scope is the whole sn-* bundle; if the user names specific skills, update ONLY those.
The skill document
sn-update
Refresh installed sn-* skills from upstream
SenseNova-Skills.
Decide the scope
- No list given → every
sn-*skill upstream. - Specific skills named → only those. Don't expand.
- A named skill missing upstream → surface as error and stop.
- User said "force / 强制" → re-install even when up-to-date.
Decide the target agent
Check which directories exist:
~/.openclaw/skills/ | ~/.hermes/skills/ | Target |
|---|---|---|
| exists | absent | openclaw |
| absent | exists | hermes |
| exists | exists | ask the user — never silently dual-write |
| absent | absent | no install found, stop |
Sync the upstream repo
Persistent cache at ~/.cache/sn-update/repo/. Default URL:
https://github.com/OpenSenseNova/SenseNova-Skills.git. User may override
with a fork URL.
- First run: if you want to actually limit blob download, use partial
clone with
--filter=blob:none --no-checkout, then sparse-checkout only the selectedskills/paths before copying them.--filter=blob:nonealone does not keep the cache small if the full worktree is checked out; that checkout will still download most or all needed blobs. It still preserves history metadata for SHA queries. - Subsequent runs: fetch + hard-reset to the upstream default branch, and
re-apply sparse-checkout for only the requested
skills/paths before copying. If updating the wholesn-*bundle, expect most/all skill blobs to be downloaded. - URL changed: if cache's
origindiffers from the requested URL, delete and re-clone.
Compare versions per skill (A → B → C)
For each skill, pick the highest-precedence signal present on both sides (installed + upstream); equal → skip, differ → install.
Upstream "version" is the per-subtree commit SHA — using repo HEAD would mark unrelated skills as stale every time:
git -C log -1 --format=%H -- skills/
- A —
.sn-versionmarker: one-line file inside the installed skill holding the SHA from its last install. - B —
.sn-releasemarker (fallback): one-line file holding the upstream tag name. Compare againstgit describe --tags --abbrev=0. - C — optional
version:field in SKILL.md frontmatter: parse from YAML on both sides, but only for forks or skills that explicitly add this field. If either side lacks it, C does not apply. - Nothing usable → treat as stale and install.
Always write .sn-version on install so future runs can use A.
Install with backup
For each skill flagged "install":
- Move (not copy) any existing
//into a single timestamped backup bucket shared by all skills in this run:~/./skills_backup///(e.g.2026-04-30T15-29-07Z). - Copy
/skills//→//. Never symlink (ln -s) from the cache. The cache lives under~/.cache/with permissions the agent runtime may not be able to traverse, and some runtimes refuse to load skills resolved through symlinks. Always do a real recursive copy so the installed tree is self-contained and owned by the agent skills dir. - Write
.sn-versionwith the upstream subtree SHA inside the new copy.
If the bucket ends up empty (all targets were fresh installs), remove it.
The backup tree is a sibling of skills/, never a .bak folder
inside it — most agent runtimes scan the whole skills/ directory and
would pick up stale duplicates.
Enforce backup retention
After every run, prune the per-agent backup root to at most 3 buckets. Timestamps sort lexicographically; keep the newest 3, delete the rest. Run this even when the current run produced no backup of its own.
Report to the user
Group by status, keep it short:
Updated (3): sn-ppt-standard, sn-image-base, sn-deep-research
Already up-to-date (5): sn-ppt-creative, sn-ppt-doctor, ...
Backup: ~/.openclaw/skills_backup/2026-04-30T15-29-07Z/
- Omit
Backup:when nothing was backed up. - Show SHA pairs (
abc1234 → def5678) only if the user asks for detail. - Errors get their own line — never bury them in a success summary.
Edge cases
- Asks to delete sn- skills* — not this skill's job. Decline; point at
~/./skills_backup/if they want to roll back. - User is in the dev repo and asks to "update sn skills" — they mean push to their agent install. Proceed normally; this skill only touches the cache and the agent install dirs, never the dev checkout.
sn-updateupdating itself — fine; the new copy takes effect on the next invocation.
Related skills
Environment diagnostic skill for SenseNova-Skills project. Checks that sn-image-base is properly installed and configured, validates dependencies and environment variables. Prompts user to configure missing required variables and saves them to .env file. After configuration, reloads environment and suggests agent restart if needed.
Environment diagnostic for the PPT family. Validates sn-image-base, API keys, Node runtime, and optional deps; interactively writes .env for required vars. Runs before sn-ppt-entry; does not modify sn-image-* skills.
Open the AI PPT editing WebUI for previously generated SenseNova HTML slides. Use when the user asks to preview, inspect, edit, or open an existing/generated PPT deck in the WebUI/workbench without regenerating slides. Accepts an explicit deck_dir or auto-detects the newest local ppt_decks entry containing HTML pages. Does not run style/outline/page-html/export generation.
Creative-mode PPT pipeline. One full-page 16:9 PNG per slide. LLM / VLM calls go through sn-ppt-standard/lib/model_client.py (shared thin client). Text-to-image (the actual png rendering) goes through sn-image-base/scripts/sn_agent_runner.py. Falls back to web image search when T2I generation fails. Expects task_pack.json + info_pack.json already written by sn-ppt-entry.
Engine auto-update & discovery skill OpenClaw: scan, evaluate, update, test, install, verify, rollback — dengan validation gate dan safety agar update tidak merusak workspace.