Breach Patterns
briiirussell/cybersecurity-skills
Learn from public breach disclosures — extract the audit question each one implies and check your own stack.
Agent skill
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Analyze Snowflake failover-group RPO/RTO readiness from independently trusted, privacy-preserving live receipts without executing refresh, failover, failback, redirect, cancellation, resume, or…
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill snowflake-failover-readiness-drill -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace snowflake-failover-readiness-drill --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/snowflake-failover-readiness-drill .claude/skills/snowflake-failover-readiness-drill && 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 "snowflake-failover-readiness-drill" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/snowflake-failover-readiness-drill into .claude/skills/snowflake-failover-readiness-drill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "snowflake-failover-readiness-drill", 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/snowflake-failover-readiness-drillType 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 snowflake-failover-readiness-drill -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace snowflake-failover-readiness-drill --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/snowflake-failover-readiness-drill .agents/skills/snowflake-failover-readiness-drill && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "snowflake-failover-readiness-drill" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/snowflake-failover-readiness-drill into .agents/skills/snowflake-failover-readiness-drill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "snowflake-failover-readiness-drill", 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 snowflake-failover-readiness-drill -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace snowflake-failover-readiness-drill --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/snowflake-failover-readiness-drill .cursor/skills/snowflake-failover-readiness-drill && 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 "snowflake-failover-readiness-drill" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/snowflake-failover-readiness-drill into .cursor/skills/snowflake-failover-readiness-drill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "snowflake-failover-readiness-drill", 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/snowflake-failover-readiness-drill--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 snowflake-failover-readiness-drill -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace snowflake-failover-readiness-drill --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/snowflake-failover-readiness-drill .gemini/skills/snowflake-failover-readiness-drill && 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 "snowflake-failover-readiness-drill" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/snowflake-failover-readiness-drill into .gemini/skills/snowflake-failover-readiness-drill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "snowflake-failover-readiness-drill", 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 snowflake-failover-readiness-drillInstalls 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 snowflake-failover-readiness-drill -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/snowflake-failover-readiness-drill .github/skills/snowflake-failover-readiness-drill && 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 "snowflake-failover-readiness-drill" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/snowflake-failover-readiness-drill into .github/skills/snowflake-failover-readiness-drill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "snowflake-failover-readiness-drill", 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 snowflake-failover-readiness-drill -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 snowflake-failover-readiness-drill --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/snowflake-failover-readiness-drill .opencode/skills/snowflake-failover-readiness-drill && 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 "snowflake-failover-readiness-drill" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/snowflake-failover-readiness-drill into .opencode/skills/snowflake-failover-readiness-drill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "snowflake-failover-readiness-drill", 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.
snowflake-failover-readiness-drillAnalyze Snowflake failover-group RPO/RTO readiness from independently trusted, privacy-preserving live receipts without executing refresh, failover, failback, redirect, cancellation, resume, or…
Snowflake Failover Readiness Drill is an agent skill from jeremylongshore/tons-of-skills-marketplace. Analyze Snowflake failover-group RPO/RTO readiness from independently trusted, privacy-preserving live receipts without executing refresh, failover, failback, redirect, cancellation, resume, or session changes. Use when an owner needs a Business Critical disaster-recovery preflight, replication failure diagnosis, dangling-reference check, or operator-executed drill proof. Trigger with "Snowflake failover drill", "replication RPO", "failback proof", or "secondary refresh".
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including scripts and reference files (for example `eval-spec.yaml`, `references/evidence-contract.md` and `references/source-notes.md`). Compatibility notes: Model-agnostic workflow; requires Python 3.10+; optional Snowflake CLI for live read-only evidence collection
It sits in Databases, covering Backup and disaster recovery and Data warehousing. It works with Snowflake. 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.
4 steps, taken from the first numbered list 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:
ReadBash(python3:*)From allowed-tools in the SKILL.md frontmatter.
Ships 7 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
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.
Model-agnostic workflow; requires Python 3.10+; optional Snowflake CLI for live read-only evidence collection
From compatibility in the SKILL.md frontmatter.
Snowflake Failover Readiness Drill loads about 2.1k tokens when it runs, and up to ~4.7k if it reads all its reference files. Until then it costs about 128 tokens; SKILL.md has 771 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); the scripts in this folder are not scanned.
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 771 words, ~2,074 tokens.
.claude/skills/snowflake-failover-readiness-drill/SKILL.md (or your agent's skills folder). This skill also uses 10 other files; get the full folder from GitHub.Produces a deterministic readiness or attestation result from exact, independently trusted evidence. It observes and verifies but never performs or authorizes a Snowflake control-plane change.
Have the recovery owner approve an exact policy containing every in-scope group, dependency, validation, RPO, and RTO. Record its digest at a trusted boundary before evidence is transported.
Collect replication-current in both source and target accounts. Collect
replication and replication-progress in each target account over the same
current, explicit half-open UTC window. A full failback drill also requires
both surfaces in the original source account to prove the reverse refresh leg.
Collect replication-dangling in both accounts for every in-scope local group.
Build the exact schema-2 wrapper in
references/evidence-contract.md. Record
independent digests for the collector bundle, policy, and operator/validation
receipts. A digest recomputed from the delivered file is not independent.
Run the analyzer; it writes only to stdout:
python3 "${CLAUDE_SKILL_DIR}/scripts/analyze_failover_readiness.py" \
--input ./snowflake-failover-evidence.json \
--evaluated-at "$EVALUATED_AT_UTC" \
--trusted-input-sha256 sha256:... \
--trusted-policy-sha256 sha256:... \
--trusted-operator-sha256 sha256:... \
> ./snowflake-failover-report.jsonAn INCONCLUSIVE or NOT_READY exit is 1; malformed input exits 2.
Use an existing least-privilege Snowflake CLI profile. Never pass credentials to
the collector and never switch to ACCOUNTADMIN because evidence is missing.
python3 "${CLAUDE_SKILL_DIR}/scripts/collect_snowflake_evidence.py" \
--surface replication-current --connection source-observer \
--output ./source-current.json
python3 "${CLAUDE_SKILL_DIR}/scripts/collect_snowflake_evidence.py" \
--surface replication --connection target-observer \
--window-start "$WINDOW_START_UTC" --window-end "$WINDOW_END_UTC" \
--output ./target-history.json
python3 "${CLAUDE_SKILL_DIR}/scripts/collect_snowflake_evidence.py" \
--surface replication-progress --connection target-observer \
--window-start "$WINDOW_START_UTC" --window-end "$WINDOW_END_UTC" \
--output ./target-progress.json
python3 "${CLAUDE_SKILL_DIR}/scripts/collect_snowflake_evidence.py" \
--surface replication-dangling --connection source-observer \
--replication-group DR_CORE --output ./source-dangling.jsonThe group selector is validated locally and hashed inside Snowflake. Raw account, group, role, owner, object, and dependency identifiers are not emitted. Every receipt is live-only schema 2, no older than 15 minutes at evaluation, capped at 5,000 rows, and invalid if the cap is reached. History/progress window ends must be at or before and within 60 seconds of collection start, no more than 15 minutes behind evaluation, and identical for the paired receipts in an account.
PREFLIGHT: one current snapshot per source and target account, no operator
events, and passing PRE_FAILOVER validations. A clean result is only
READY_FOR_OPERATOR_DRILL_AS_OF.FAILOVER_ATTESTATION: before/after current snapshots, one successful scoped
failover receipt per group, and passing pre/post validations. A clean result is
FAILOVER_ATTESTED_AS_OF.FULL_DRILL_ATTESTATION: before/middle/after current snapshots, ordered
successful failover then failback receipts, and passing validations at all
three stages. A clean result is FULL_DRILL_ATTESTED_AS_OF.RPO age is evaluated_at - PRIMARY_SNAPSHOT_TIMESTAMP from the latest refresh
job for preflight, or transition_started_at - PRIMARY_SNAPSHOT_TIMESTAMP for
each directional drill leg, only when that job has exactly one COMPLETED
terminal phase and exactly one snapshot timestamp. Refresh end time, schedule
time, and login success are never substitutes. RTO comes only from trusted
operator event start/completion times.
references/evidence-contract.md — exact
wrapper, policy, receipt coverage, trust, and verdict rules.references/source-notes.md — official Snowflake
semantics and operational caveats.Use the Read tool to inspect both references before evaluating production
evidence; they are part of the contract, not optional background.
The analyzer emits one JSON report to stdout with the overall status, integrity and coverage states, finite findings, RPO results, the three computed trust digests, admitted receipt hashes, conservative non-claims, and a deterministic report digest. It never copies collector, operator, or validation rows into the report.
Stop and recollect on schema, digest, freshness, source, query-template, row,
count, cap, selector, or authorization-context errors. Stop on a failed/canceled
latest refresh, incomplete progress, RPO/RTO breach, suspended/unconfigured
secondary schedule, blocking dangling reference, missing dependency ordering
proof, stale validation, failed validation, unrestored final-secondary schedule,
or unproved transition. A warning-only nonblocking
dangling reference yields AT_RISK; it is never silently accepted.
RPO_BREACH and NOT_READY.SUCCEEDED event with a recomputed self-hash cannot produce
an attested result when the independent operator digest does not match.READY_FOR_OPERATOR_DRILL_AS_OF, never
FULL_DRILL_ATTESTED_AS_OF; that requires ordered operator failover and failback
receipts plus before/middle/after state observations and passing validations.© 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 10 other files (scripts, references) in skills/.curated/snowflake-failover-readiness-drill of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Snowflake Failover Readiness Drill 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 |
|---|---|---|---|---|---|---|
| Snowflake Failover Readiness Drill this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Breach Patternsbriiirussell/cybersecurity-skills | 413 | — | ~3.5k | Automated safety check: Notes | MIT | |
| Caspian DiscordTryCaspian/caspian-sdk | 973 | — | ~323 | Automated safety check: Pass | Apache-2.0 | |
| Simplywallstgauss314/skills | 248 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Write Script Snowflakewindmill-labs/windmill | 18k | — | ~2.2k | Automated safety check: Pass | Custom licence | |
| Pure Lsp Execute Parallelfinos/legend-engine | 113 | — | ~927 | Automated safety check: Pass | Apache-2.0 |
briiirussell/cybersecurity-skills
Learn from public breach disclosures — extract the audit question each one implies and check your own stack.
TryCaspian/caspian-sdk
Post a Discord message via Caspian to a channel snowflake id.
gauss314/skills
Data financiera de 120K+ stocks globales: snowflake scores, valuation, financial health, dividend analysis, insider transactions.
windmill-labs/windmill
MUST use when writing Snowflake queries. An agent skill from windmill-labs/windmill.
finos/legend-engine
Runs 2 to 30 Pure functions or tests concurrently on the warm LSP daemon via pure-lsp execute-parallel, or every test in a package or .pure file with --package/--source.
danjdewhurst/story-skills
This skill should be used when the user asks to "create a plot arc", "story structure", "add a plot point", "story timeline", "track foreshadowing", "pacing", "sagging middle", "act structure"…
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
Analyze Snowflake failover-group RPO/RTO readiness from independently trusted, privacy-preserving live receipts without executing refresh, failover, failback, redirect, cancellation, resume, or…. Snowflake Failover Readiness Drill is an agent skill from jeremylongshore/tons-of-skills-marketplace. Analyze Snowflake failover-group RPO/RTO readiness from independently trusted, privacy-preserving live receipts without executing refresh, failover, failback, redirect, cancellation, resume, or session changes.
Snowflake Failover Readiness Drill fits situations like: an owner needs a Business Critical disaster-recovery preflight; replication failure diagnosis; dangling-reference check; operator-executed drill proof.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill snowflake-failover-readiness-drill -a claude-code`. Or copy the skill folder (skills/.curated/snowflake-failover-readiness-drill in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/snowflake-failover-readiness-drill in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill snowflake-failover-readiness-drill -a codex`. Or copy the skill folder (skills/.curated/snowflake-failover-readiness-drill in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/snowflake-failover-readiness-drill 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 snowflake-failover-readiness-drill -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/snowflake-failover-readiness-drill, .gemini/skills/snowflake-failover-readiness-drill, .github/skills/snowflake-failover-readiness-drill and .opencode/skills/snowflake-failover-readiness-drill in your project.
Going by SKILL.md and its folder, Snowflake Failover Readiness Drill needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Bash(python3:*). Compatibility (from SKILL.md): Model-agnostic workflow; requires Python 3.10+; optional Snowflake CLI for live read-only evidence collection.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Snowflake Failover Readiness Drill is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.1k tokens (SKILL.md is roughly 8.3k 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 2.7k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Snowflake Failover Readiness Drill: Breach Patterns (briiirussell/cybersecurity-skills, 413 stars), Caspian Discord (TryCaspian/caspian-sdk, 973 stars), Simplywallst (gauss314/skills, 248 stars) and Write Script Snowflake (windmill-labs/windmill, 18k 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.