Repo Mirror Sources
netdata/netdata
Inspect Netdata-org source checkouts under NETDATAREPOSDIR, or set up and synchronize that mirror when requested.
Agent skill
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Implement reliable Devin Desktop (formerly Windsurf) Cascade workflows with checkpoints, rollback, and incremental editing.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill windsurf-reliability-patterns -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace windsurf-reliability-patterns --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/windsurf-reliability-patterns .claude/skills/windsurf-reliability-patterns && 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 "windsurf-reliability-patterns" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/windsurf-reliability-patterns into .claude/skills/windsurf-reliability-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "windsurf-reliability-patterns", 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/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/windsurf-reliability-patternsType 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 jeremylongshore/tons-of-skills-marketplace --skill windsurf-reliability-patterns -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace windsurf-reliability-patterns --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/windsurf-reliability-patterns .agents/skills/windsurf-reliability-patterns && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "windsurf-reliability-patterns" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/windsurf-reliability-patterns into .agents/skills/windsurf-reliability-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "windsurf-reliability-patterns", 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 jeremylongshore/tons-of-skills-marketplace --skill windsurf-reliability-patterns -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace windsurf-reliability-patterns --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/windsurf-reliability-patterns .cursor/skills/windsurf-reliability-patterns && 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 "windsurf-reliability-patterns" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/windsurf-reliability-patterns into .cursor/skills/windsurf-reliability-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "windsurf-reliability-patterns", 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/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/windsurf-reliability-patterns--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 jeremylongshore/tons-of-skills-marketplace --skill windsurf-reliability-patterns -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace windsurf-reliability-patterns --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/windsurf-reliability-patterns .gemini/skills/windsurf-reliability-patterns && 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 "windsurf-reliability-patterns" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/windsurf-reliability-patterns into .gemini/skills/windsurf-reliability-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "windsurf-reliability-patterns", 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 jeremylongshore/tons-of-skills-marketplace windsurf-reliability-patternsInstalls 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 jeremylongshore/tons-of-skills-marketplace --skill windsurf-reliability-patterns -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/windsurf-reliability-patterns .github/skills/windsurf-reliability-patterns && 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 "windsurf-reliability-patterns" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/windsurf-reliability-patterns into .github/skills/windsurf-reliability-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "windsurf-reliability-patterns", 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 jeremylongshore/tons-of-skills-marketplace --skill windsurf-reliability-patterns -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace windsurf-reliability-patterns --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/windsurf-reliability-patterns .opencode/skills/windsurf-reliability-patterns && 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 "windsurf-reliability-patterns" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/windsurf-reliability-patterns into .opencode/skills/windsurf-reliability-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "windsurf-reliability-patterns", 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.
windsurf-reliability-patternsImplement reliable Devin Desktop (formerly Windsurf) Cascade workflows with checkpoints, rollback, and incremental editing.
Windsurf Reliability Patterns is an agent skill from jeremylongshore/tons-of-skills-marketplace. Implement reliable Devin Desktop (formerly Windsurf) Cascade workflows with checkpoints, rollback, and incremental editing. Use when building fault-tolerant AI coding workflows, preventing Cascade from breaking builds, or establishing safe practices for multi-file AI edits. Trigger with phrases like "windsurf reliability", "cascade safety", "windsurf rollback", "cascade checkpoint", "safe cascade workflow".
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code
It sits in DevOps & Cloud. It works with Git. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
7 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBash(git:*)From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
gitnpmFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
docs.devin.aigit-scm.comFrom 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.
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Windsurf Reliability Patterns loads about 2k tokens when it runs, and up to ~2.1k if it reads all its reference files. Until then it costs about 110 tokens; SKILL.md has 335 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 jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 335 words, ~2,000 tokens.
.claude/skills/windsurf-reliability-patterns/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Reliability patterns for safe Cascade usage: Git checkpointing, incremental task scoping, validation gates, and rollback strategies. Cascade's multi-file editing is powerful but requires discipline to avoid breaking your codebase.
Read to inspect only the repository files and configuration needed for the request.Write only for a new artifact the user requested; never write credentials or unreviewed production configuration.Edit for bounded, reviewable changes and preserve unrelated user work.Bash entries declared in frontmatter, with non-destructive checks before mutations.The most important reliability pattern: create a clean Git checkpoint before every Cascade session.
# Before starting a Cascade task
git add -A && git commit -m "checkpoint: before cascade session"
# After Cascade completes:
git diff # Review all changes
npm test && npm run typecheck # Validate
# If good:
git add -A && git commit -m "[cascade] add notification service"
# If bad:
git checkout -- . # Revert everything
# Or selectively:
git checkout -- src/problem-file.ts # Revert one file# Create dedicated branch for each Cascade task
git checkout -b cascade/add-notification-service
# Do Cascade work on this branch
# ...
# If results are good:
git checkout main && git merge cascade/add-notification-service
# If results are bad:
git checkout main && git branch -D cascade/add-notification-service
# Clean slate, main branch untouchedLarge tasks cause Cascade to make sweeping changes that are hard to review. Break into steps.
BAD (too broad):
"Refactor the authentication system to use JWT instead of sessions"
→ Cascade may modify 30+ files, hard to review, likely has bugs
GOOD (incremental):
Step 1: "Create src/services/jwt.ts with functions: generateToken,
validateToken, refreshToken. Use the jose library."
Step 2: "Create tests/services/jwt.test.ts with tests for all three functions"
Step 3: "Run the tests and fix any failures"
Step 4: "Update src/middleware/auth.ts to use jwt.ts instead of
express-session. Keep the old code commented out."
Step 5: "Run the full test suite and fix any failures"
Step 6: "Remove commented-out session code from auth.ts"
Each step: review diff → test → commit → next step#!/bin/bash
# scripts/cascade-validate.sh — run after every Cascade edit
set -euo pipefail
echo "=== Post-Cascade Validation ==="
# Type check
echo "1/4 TypeScript..."
npm run typecheck || { echo "FAIL: Type errors. Ask Cascade to fix."; exit 1; }
# Lint
echo "2/4 Lint..."
npm run lint || { echo "FAIL: Lint errors. Ask Cascade to fix."; exit 1; }
# Tests
echo "3/4 Tests..."
npm test || { echo "FAIL: Test failures. Ask Cascade to fix."; exit 1; }
# Build
echo "4/4 Build..."
npm run build || { echo "FAIL: Build errors. Ask Cascade to fix."; exit 1; }
echo "ALL PASSED. Safe to commit."Cascade supports named checkpoints within a conversation:
1. Start Cascade task
2. After each significant step, Cascade shows a revert button
3. Hover over any previous step → click revert arrow → rolls back to that point
4. WARNING: Reverts are irreversible (can't undo a revert)
5. For complex tasks, commit to Git between Cascade steps for a safer safety netAdd constraints to prompts to prevent Cascade from going too wide:
Scope constraints:
"Only modify files in src/services/"
"Don't change any existing tests"
"Don't modify any files except src/services/auth.ts"
"Don't install new dependencies"
Quality constraints:
"Follow the Result<T,E> pattern used in other services"
"Match the coding style in @src/services/payment.ts"
"Include error handling for all edge cases"
"Add JSDoc comments on all public functions"
Safety constraints:
"Don't modify the database schema"
"Don't change any API response formats"
"Don't remove any existing functionality"
"Keep backward compatibility with existing callers"# Team Cascade Usage Policy
1. **Git checkpoint before Cascade** — non-negotiable
2. **One task per Cascade session** — don't mix refactor + feature
3. **Review every file diff** — never "accept all" without reading
4. **Run tests after accepting** — `npm test` before committing
5. **Tag AI commits** — use `[cascade]` prefix for traceability
6. **Feature branches only** — never use Cascade on main/develop
7. **Start fresh for new tasks** — close old Cascade sessions
8. **Narrow scope** — specific files > vague descriptionsReturn a safe execution record containing the scoped task, checkpoint or branch, tests run, diff review, failure recovery, final evidence, and unresolved risks. Route changes through the repository's normal review and protected-branch workflow.
| Issue | Cause | Solution |
|---|---|---|
| Cascade broke the build | Accepted without testing | Git revert, add post-Cascade validation |
| Modified wrong files | Ambiguous instruction | Specify exact file paths in prompt |
| Lost good changes in revert | Reverted too broadly | Use feature branches, commit incrementally |
| Cascade contradicts earlier edit | Long conversation | Start fresh session for new tasks |
| Tests pass but logic wrong | AI-specific bug pattern | Manual code review of all Cascade changes |
set -euo pipefail
# 1. Branch
git checkout -b cascade/feature-name
# 2. Checkpoint
git add -A && git commit -m "checkpoint: pre-cascade" --allow-empty
# 3. Cascade task (in Windsurf)
# ... Cascade edits files ...
# 4. Validate
npm run typecheck && npm test && npm run lint
# 5. Commit
git add -A && git commit -m "[cascade] implement feature-name"
# 6. Merge (after review)
git checkout main && git merge cascade/feature-name
git branch -d cascade/feature-name# Option 1: Revert all changes since checkpoint
git checkout -- .
# Option 2: Revert specific file
git checkout -- src/broken-file.ts
# Option 3: Reset to last commit
git reset --hard HEAD
# Option 4: Cherry-pick good commits from bad branch
git log cascade/feature-name --oneline # Find good commits
git cherry-pick <good-commit-hash>Continue with windsurf-policy-guardrails to convert these operator habits into enforceable terminal, repository, review, and organization controls.
© jeremylongshore, 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 (references) in skills/.curated/windsurf-reliability-patterns of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Windsurf Reliability Patterns 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 |
|---|---|---|---|---|---|---|
| Windsurf Reliability Patterns this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~2k | Automated safety check: Pass | MIT | |
| Repo Mirror Sourcesnetdata/netdata | 81k | — | ~1.2k | Automated safety check: Notes | GPL-3.0 | |
| CI Failure Triage and RepairChachamaru127/claude-code-harness | 3.2k | 1 repos | ~1.1k | Automated safety check: Notes | MIT | |
| Bfe Rd Workflowbfenetworks/bfe | 6.3k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Ssh Skillbadseal/ssh-skill | 538 | — | ~2.4k | Automated safety check: Notes | None | |
| GreptimeDB Release RunbookGreptimeTeam/greptimedb | 6.7k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 |
netdata/netdata
Inspect Netdata-org source checkouts under NETDATAREPOSDIR, or set up and synchronize that mirror when requested.
Chachamaru127/claude-code-harness
Diagnoses failing CI pipelines and tests, deciding first whether the test or the implementation is at fault, and hands hard cases to a dedicated fixer subagent.
bfenetworks/bfe
引导用户在 bfe 代码库中完成一次完整的功能研发流程,包括需求对齐、文档修改、代码实现、集成测试与回归验证. An agent skill from bfenetworks/bfe.
badseal/ssh-skill
A skill your agent uses when a task requires SSH or SCP/SFTP behavior, a remote server, server alias/IP/hostname/user@host, bastion or jump-host access, remote command execution, upload/download…
GreptimeTeam/greptimedb
Runbook for publishing a GreptimeDB version: pick the release branch, verify the Cargo version, then tag, create the GitHub release and open the docs note PR.
openclaw/crabbox
Gets you running your repository's tests in a disposable Docker or Podman container on your own machine with Crabbox, with no account and no cloud spend.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Works with
Categories
Implement reliable Devin Desktop (formerly Windsurf) Cascade workflows with checkpoints, rollback, and incremental editing. Windsurf Reliability Patterns is an agent skill from jeremylongshore/tons-of-skills-marketplace. Implement reliable Devin Desktop (formerly Windsurf) Cascade workflows with checkpoints, rollback, and incremental editing.
Windsurf Reliability Patterns fits situations like: building fault-tolerant AI coding workflows; preventing Cascade from breaking builds; establishing safe practices for multi-file AI edits; with phrases like windsurf reliability.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill windsurf-reliability-patterns -a claude-code`. Or copy the skill folder (skills/.curated/windsurf-reliability-patterns in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/windsurf-reliability-patterns in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill windsurf-reliability-patterns -a codex`. Or copy the skill folder (skills/.curated/windsurf-reliability-patterns in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/windsurf-reliability-patterns 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 jeremylongshore/tons-of-skills-marketplace --skill windsurf-reliability-patterns -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/windsurf-reliability-patterns, .gemini/skills/windsurf-reliability-patterns, .github/skills/windsurf-reliability-patterns and .opencode/skills/windsurf-reliability-patterns in your project.
Going by SKILL.md and its folder, Windsurf Reliability Patterns needs the command-line tools its instructions call (git and npm). Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(git:*). Compatibility (from SKILL.md): Designed for Claude Code.
SKILL.md names 2 domains. As links in the text: docs.devin.ai and git-scm.com. 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.
Windsurf Reliability Patterns is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2k tokens (SKILL.md is roughly 8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 94 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Windsurf Reliability Patterns: Repo Mirror Sources (netdata/netdata, 81k stars), CI Failure Triage and Repair (Chachamaru127/claude-code-harness, 3.2k stars), Bfe Rd Workflow (bfenetworks/bfe, 6.3k stars) and Ssh Skill (badseal/ssh-skill, 538 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.