Fla Ascend Performance
fla-org/flash-linear-attention
Guidelines for Ascend NPU kernel / Triton-Ascend backend performance work in the FLA repo.
Package and finalize completed work for delivery — use when a feature is done and ready to ship
$ npx skills add nyldn/claude-octopus --skill skill-ship -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nyldn/claude-octopus skill-ship --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/nyldn/claude-octopus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/skill-ship .claude/skills/skill-ship && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "skill-ship" agent skill from https://github.com/nyldn/claude-octopus/tree/main/skills/skill-ship into .claude/skills/skill-ship/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-ship", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/nyldn/claude-octopus/tree/main/skills/skill-shipType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add nyldn/claude-octopus --skill skill-ship -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nyldn/claude-octopus skill-ship --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nyldn/claude-octopus.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/skill-ship .agents/skills/skill-ship && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "skill-ship" agent skill from https://github.com/nyldn/claude-octopus/tree/main/skills/skill-ship into .agents/skills/skill-ship/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-ship", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add nyldn/claude-octopus --skill skill-ship -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nyldn/claude-octopus skill-ship --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nyldn/claude-octopus.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/skill-ship .cursor/skills/skill-ship && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "skill-ship" agent skill from https://github.com/nyldn/claude-octopus/tree/main/skills/skill-ship into .cursor/skills/skill-ship/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-ship", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/nyldn/claude-octopus.git --path skills/skill-ship--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add nyldn/claude-octopus --skill skill-ship -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nyldn/claude-octopus skill-ship --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nyldn/claude-octopus.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/skill-ship .gemini/skills/skill-ship && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "skill-ship" agent skill from https://github.com/nyldn/claude-octopus/tree/main/skills/skill-ship into .gemini/skills/skill-ship/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-ship", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install nyldn/claude-octopus skill-shipInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add nyldn/claude-octopus --skill skill-ship -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nyldn/claude-octopus.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/skill-ship .github/skills/skill-ship && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "skill-ship" agent skill from https://github.com/nyldn/claude-octopus/tree/main/skills/skill-ship into .github/skills/skill-ship/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-ship", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add nyldn/claude-octopus --skill skill-ship -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install nyldn/claude-octopus skill-ship --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nyldn/claude-octopus.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/skill-ship .opencode/skills/skill-ship && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "skill-ship" agent skill from https://github.com/nyldn/claude-octopus/tree/main/skills/skill-ship into .opencode/skills/skill-ship/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-ship", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
skill-shipPackage and finalize completed work for delivery — use when a feature is done and ready to ship
Skill Ship is an agent skill from nyldn/claude-octopus. Package and finalize completed work for delivery — use when a feature is done and ready to ship
Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Security. The repository describes itself as: Run multiple AI models against the same research, design, or coding task. Surface disagreements before you ship. The licence is MIT.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4d152db. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Skill Ship loads about 2.7k tokens when it runs. Until then it costs about 27 tokens; SKILL.md has 560 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from nyldn/claude-octopus at commit 4d152db, republished under its MIT licence (© nyldn). 560 words, ~2,652 tokens.
.claude/skills/skill-ship/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Host: Codex CLI — This skill was designed for Claude Code and adapted for Codex. Cross-reference commands use installed skill names in Codex rather than
/octo:*slash commands. Use the active Codex shell and subagent tools. Do not claim a provider, model, or host subagent is available until the current session exposes it. For host tool equivalents, seeskills/blocks/codex-host-adapter.md.
Finalize and deliver completed work with Multi-AI security audit, lessons capture, and archival.
Core principle: Verify ready -> Multi-AI audit -> Capture lessons -> Archive -> Ship.
Use this skill when user asks:
Do NOT use for:
if [[ ! -d ".octo" ]]; then
echo "No project initialized"
exit 1
fiIf .octo/ does not exist:
## Cannot Ship
**Status:** No project initialized
No Claude Octopus project found in this directory.
Run `/octo:embrace [description]` to start a new project.STOP. Do not proceed.
# Check if STATE.md exists and read status
if [[ -f ".octo/STATE.md" ]]; then
# Read current status
STATUS=$(grep -E "^status:" .octo/STATE.md | cut -d':' -f2 | xargs || echo "unknown")
CURRENT_PHASE=$(grep -E "^current_phase:" .octo/STATE.md | cut -d':' -f2 | xargs || echo "unknown")
else
STATUS="unknown"
CURRENT_PHASE="unknown"
fi
echo "Status: $STATUS"
echo "Current Phase: $CURRENT_PHASE"Ship is allowed when:
status = "complete" ORcurrent_phase = "4" (Deliver phase) ORIf not ready:
## Project Not Ready to Ship
**Current Status:** {status}
**Current Phase:** {current_phase}
### To prepare for shipping:
1. Complete remaining phases:
- [ ] Phase 1: Discover - Use `/octo:discover`
- [ ] Phase 2: Define - Use `/octo:define`
- [ ] Phase 3: Develop - Use `/octo:develop`
- [ ] Phase 4: Deliver - Use `/octo:deliver`
2. Or override with: "ship anyway" (not recommended)STOP unless user says "ship anyway".
# Check provider availability
command -v codex &> /dev/null && codex_status="Available" || codex_status="Not installed"
command -v agy &> /dev/null && agy_status="Available" || agy_status="Not installed"Output:
## Multi-AI Security Audit
**Providers:**
- Codex CLI: ${codex_status} - Code security analysis
- Antigravity CLI: ${agy_status} - Additional external-model challenge
- Claude: Available - Synthesis and final validation
**Estimated Time:** 3-5 minutes
**Estimated Cost:** 0.02-0.08 USDYou MUST execute this via native shell command tool:
# Run Multi-AI security audit for delivery
"${HOME}/.claude-octopus/plugin/scripts/orchestrate.sh" ink "Security audit for delivery - comprehensive review of all code changes for production readiness"CRITICAL: You are PROHIBITED from:
# Find the latest validation file
VALIDATION_FILE=$(find ~/.claude-octopus/results -name "ink-validation-*.md" -mmin -10 2>/dev/null | head -n1)
if [[ -z "$VALIDATION_FILE" ]]; then
echo "AUDIT FAILED: No validation file found"
exit 1
fi
echo "AUDIT COMPLETE: $VALIDATION_FILE"Read validation file and present:
If FAILED with critical issues:
## Audit Failed - Cannot Ship
Critical issues must be resolved before shipping:
1. [Issue 1 from validation]
2. [Issue 2 from validation]
Resolve issues and run `/octo:ship` again.STOP if critical issues found.
## Lessons Learned
Before finalizing, let's capture what we learned from this project.
**Please answer the following:**
1. **What went well?** (What worked better than expected?)
2. **What could improve?** (What would you do differently?)
3. **Key learnings?** (What insights will you carry forward?)
*Reply with your answers, or type "skip" to proceed without capturing lessons.*Wait for user response.
If user provides lessons (not "skip"):
# Generate timestamp
TIMESTAMP=$(date '+%Y-%m-%d')
# Ensure LESSONS.md exists
touch .octo/LESSONS.md
# Append lessons
cat >> .octo/LESSONS.md << EOF
## ${TIMESTAMP} - Project Delivery
### What Went Well
- ${USER_WHAT_WENT_WELL}
### What Could Improve
- ${USER_WHAT_COULD_IMPROVE}
### Key Learnings
- ${USER_KEY_LEARNINGS}
EOFCount total lessons:
LESSON_COUNT=$(grep -c "^## " .octo/LESSONS.md 2>/dev/null || echo "0")
echo "Total lessons captured: $LESSON_COUNT"# Generate timestamp for archive
ARCHIVE_TIMESTAMP=$(date +%Y%m%d-%H%M%S)
ARCHIVE_DIR=".octo/archive/${ARCHIVE_TIMESTAMP}"
# Create archive directory
mkdir -p "$ARCHIVE_DIR"# Archive STATE.md if exists
if [[ -f ".octo/STATE.md" ]]; then
cp .octo/STATE.md "$ARCHIVE_DIR/"
fi
# Archive PROJECT.md if exists
if [[ -f ".octo/PROJECT.md" ]]; then
cp .octo/PROJECT.md "$ARCHIVE_DIR/"
fi
# Archive ROADMAP.md if exists
if [[ -f ".octo/ROADMAP.md" ]]; then
cp .octo/ROADMAP.md "$ARCHIVE_DIR/"
fi
# Archive ISSUES.md if exists
if [[ -f ".octo/ISSUES.md" ]]; then
cp .octo/ISSUES.md "$ARCHIVE_DIR/"
fi
echo "Archived to: $ARCHIVE_DIR"IMPORTANT: NEVER archive LESSONS.md - lessons are preserved across projects.
# List archived files
ls -la "$ARCHIVE_DIR"# Update status to shipped
sed -i '' 's/^status:.*/status: shipped/' .octo/STATE.md 2>/dev/null || \
sed -i 's/^status:.*/status: shipped/' .octo/STATE.md
# Append history entry
cat >> .octo/STATE.md << EOF
## History - $(date '+%Y-%m-%d %H:%M')
- **Event:** Project shipped
- **Archive:** .octo/archive/${ARCHIVE_TIMESTAMP}/
- **Validation:** ${VALIDATION_FILE}
EOF# Create git checkpoint tag
CHECKPOINT_TAG="octo-checkpoint-shipped-${ARCHIVE_TIMESTAMP}"
git tag -a "$CHECKPOINT_TAG" -m "Project shipped - $(date '+%Y-%m-%d %H:%M:%S')"
echo "Checkpoint created: $CHECKPOINT_TAG"# Count resolved issues
ISSUES_RESOLVED=$(grep -c "^\- \[x\]" .octo/ISSUES.md 2>/dev/null || echo "0")
# Count total lessons
LESSONS_COUNT=$(grep -c "^## " .octo/LESSONS.md 2>/dev/null || echo "0")
echo "Issues resolved: $ISSUES_RESOLVED"
echo "Lessons captured: $LESSONS_COUNT"Present final summary:
## Project Shipped!
**Delivered:** {timestamp}
**Phases Completed:** 4/4
**Issues Resolved:** {ISSUES_RESOLVED}
**Lessons Captured:** {LESSONS_COUNT}
### Multi-AI Audit Summary
- **Security Score:** {score}/100
- **Quality Score:** {score}/100
- **Providers Used:** Claude plus available external providers
### Archive
Location: `.octo/archive/{ARCHIVE_TIMESTAMP}/`
Contents:
- STATE.md
- PROJECT.md
- ROADMAP.md
- ISSUES.md
### Checkpoint
Tag: `{CHECKPOINT_TAG}`
Restore with: `/octo:rollback {CHECKPOINT_TAG}`
**To start a new project:** `/octo:embrace`
*Multi-AI validation powered by Claude Octopus*
*Providers: Codex | Antigravity | Claude*| Error | Resolution |
|---|---|
| No .octo/ directory | Suggest /octo:embrace |
| Project not ready | Show remaining phases |
| orchestrate.sh fails | Show error logs, suggest retry |
| Critical audit issues | Block ship, show issues |
| Git tag fails | Warn but continue (non-blocking) |
| Measure | Implementation |
|---|---|
| Pre-ship audit | orchestrate.sh Multi-AI validation required |
| Lessons preservation | LESSONS.md never archived, always preserved |
| Archive before ship | State files copied to archive directory |
| Git checkpoint | Tag created for rollback capability |
| No file deletion | Archive copies, doesn't delete source files |
User runs /octo:deliver to validate
→ Deliver phase complete
→ User runs /octo:ship to finalizeUser ships project
→ Checkpoint created
→ Later: /octo:rollback octo-checkpoint-shipped-*After ship: status shows "shipped"
→ Suggests /octo:embrace for new project| Action | Why It's Wrong |
|---|---|
| Skip Multi-AI audit | Security vulnerabilities missed |
| Archive LESSONS.md | Loses accumulated project knowledge |
| Delete source files | Should copy, not move |
| Ship without ready check | Incomplete work shipped |
| Skip checkpoint creation | No rollback recovery path |
| Step | Command | Purpose |
|---|---|---|
| 1 | Check .octo/STATE.md | Verify ready to ship |
| 2 | orchestrate.sh ink | Multi-AI security audit |
| 3 | Ask user | Capture lessons learned |
| 4 | mkdir + cp | Archive state files |
| 5 | Update STATE.md | Mark as shipped |
| 6 | git tag | Create shipped checkpoint |
Ship → Ready + Audit passed + Lessons captured + Archived + Checkpoint created
Otherwise → Not shippedVerify ready. Run Multi-AI audit. Capture lessons. Archive state. Create checkpoint. Ship.
© nyldn, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in skills/skill-ship of nyldn/claude-octopus.
Open the folder on GitHubat commit 4d152db
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in nyldn/claude-octopus, which our catalogue first saw on October 7, 2026.
Skill Ship next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Skill Ship this skillnyldn/claude-octopus | 4.2k | 1 repos | ~2.7k | Automated safety check: Pass | MIT | |
| Fla Ascend Performancefla-org/flash-linear-attention | 5.8k | — | ~6.3k | Automated safety check: Pass | MIT | |
| Deepsec Documentation Guidevercel-labs/deepsec | 8.1k | — | ~956 | Automated safety check: Pass | Apache-2.0 | |
| Skill Scannergetsentry/skills | 1k | 4 repos | ~2.5k | Automated safety check: Warn | Apache-2.0 | |
| Serenity Aleabitoreddityan-labs/serenity-aleabitoreddit | 480 | 1 repos | ~3.3k | Automated safety check: Pass | None | |
| Security Alert Triageelastic/agent-skills | 592 | 1 repos | ~3.5k | Automated safety check: Notes | Apache-2.0 |
fla-org/flash-linear-attention
Guidelines for Ascend NPU kernel / Triton-Ascend backend performance work in the FLA repo.
vercel-labs/deepsec
Points the agent at deepsec's own docs to answer questions about initializing, configuring, resuming, scanning with and extending the vulnerability scanner.
getsentry/skills
Scan agent skills for security issues. An agent skill from getsentry/skills.
yan-labs/serenity-aleabitoreddit
Apply trader Serenity's (@aleabitoreddit) AI/semiconductor supply-chain analytical lens to US-stock ideas and market judgment.
elastic/agent-skills
Triage Elastic Security alerts — gather context, classify threats, create cases, and acknowledge.
SummerSec/ShiroAttack2
当用户要求利用、检测或测试 Apache Shiro rememberMe 反序列化漏洞 (Shiro-550, CVE-2016-4437) 时使用。触发词包括 "Shiro"、"rememberMe"、"shiro attack"、"CVE-2016-4437"、"Shiro-550"、"爆破 Shiro key"、"利用 Shiro"、"Shiro…
nyldn/claude-octopus
Quick execution for ad-hoc tasks without full workflow overhead — use for small, self-contained requests
nyldn/claude-octopus
Thorough research across multiple sources — use for complex topics needing broad synthesis
nyldn/claude-octopus
OWASP compliance, vulnerability scanning, and adversarial red team testing — use for security reviews
nyldn/claude-octopus
Audit codebases for quality, consistency, and broken patterns — use for pre-release or tech debt review
nyldn/claude-octopus
Extract patterns and anatomy from URLs — use to reverse-engineer content strategies from live pages
nyldn/claude-octopus
Auto-detect work context (Dev vs Knowledge) — use to tailor workflows based on current task type
Categories
Package and finalize completed work for delivery — use when a feature is done and ready to ship. Skill Ship is an agent skill from nyldn/claude-octopus.
Skill Ship fits situations like: A feature is done and ready to ship.
Run `npx skills add nyldn/claude-octopus --skill skill-ship -a claude-code`. Or copy the skill folder (skills/skill-ship in nyldn/claude-octopus) into .claude/skills/skill-ship in your project. Claude Code loads it when a task matches its description.
Run `npx skills add nyldn/claude-octopus --skill skill-ship -a codex`. Or copy the skill folder (skills/skill-ship in nyldn/claude-octopus) into .agents/skills/skill-ship in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nyldn/claude-octopus --skill skill-ship -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-ship, .gemini/skills/skill-ship, .github/skills/skill-ship and .opencode/skills/skill-ship in your project.
Going by SKILL.md and its folder, Skill Ship needs the command-line tools its instructions call (git).
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Skill Ship is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.7k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Skill Ship: Fla Ascend Performance (fla-org/flash-linear-attention, 5.8k stars), Deepsec Documentation Guide (vercel-labs/deepsec, 8.1k stars), Skill Scanner (getsentry/skills, 1k stars) and Serenity Aleabitoreddit (yan-labs/serenity-aleabitoreddit, 480 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
nyldn (a GitHub user) maintains it in nyldn/claude-octopus, which has 4,182 GitHub stars. The repository holds 62 skills in this directory. The repository was last updated on October 7, 2026.
Source: nyldn/claude-octopus on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.