Fla Ascend Performance
fla-org/flash-linear-attention
Guidelines for Ascend NPU kernel / Triton-Ascend backend performance work in the FLA repo.
“sharp-edges”
$ npx skills add sickn33/agentic-awesome-skills --skill sharp-edges -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sickn33/agentic-awesome-skills sharp-edges --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/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sharp-edges .claude/skills/sharp-edges && 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 "sharp-edges" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/sharp-edges into .claude/skills/sharp-edges/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sharp-edges", 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/sickn33/agentic-awesome-skills/tree/main/skills/sharp-edgesType 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 sickn33/agentic-awesome-skills --skill sharp-edges -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sickn33/agentic-awesome-skills sharp-edges --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sharp-edges .agents/skills/sharp-edges && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sharp-edges" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/sharp-edges into .agents/skills/sharp-edges/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sharp-edges", 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 sickn33/agentic-awesome-skills --skill sharp-edges -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sickn33/agentic-awesome-skills sharp-edges --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sharp-edges .cursor/skills/sharp-edges && 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 "sharp-edges" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/sharp-edges into .cursor/skills/sharp-edges/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sharp-edges", 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/sickn33/agentic-awesome-skills.git --path skills/sharp-edges--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 sickn33/agentic-awesome-skills --skill sharp-edges -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sickn33/agentic-awesome-skills sharp-edges --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sharp-edges .gemini/skills/sharp-edges && 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 "sharp-edges" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/sharp-edges into .gemini/skills/sharp-edges/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sharp-edges", 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 sickn33/agentic-awesome-skills sharp-edgesInstalls 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 sickn33/agentic-awesome-skills --skill sharp-edges -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sharp-edges .github/skills/sharp-edges && 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 "sharp-edges" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/sharp-edges into .github/skills/sharp-edges/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sharp-edges", 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 sickn33/agentic-awesome-skills --skill sharp-edges -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sickn33/agentic-awesome-skills sharp-edges --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sharp-edges .opencode/skills/sharp-edges && 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 "sharp-edges" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/sharp-edges into .opencode/skills/sharp-edges/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sharp-edges", 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.
sharp-edgesSharp Edges is a skill in sickn33/agentic-awesome-skills (47k stars). Its SKILL.md is about 2.8k tokens, and copies of it appear in 1 other owners' repositories. Licence: MIT.
10 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit ec02547. 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are php, python, go and yaml).
From 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.
Sharp Edges loads about 2.8k tokens when it runs. Until then it costs about 6 tokens; SKILL.md has 1,034 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 sickn33/agentic-awesome-skills at commit ec02547, republished under its MIT licence (© sickn33). 1,034 words, ~2,770 tokens.
.claude/skills/sharp-edges/SKILL.md (or your agent's skills folder).Evaluates whether APIs, configurations, and interfaces are resistant to developer misuse. Identifies designs where the "easy path" leads to insecurity.
The pit of success: Secure usage should be the path of least resistance. If developers must understand cryptography, read documentation carefully, or remember special rules to avoid vulnerabilities, the API has failed.
| Rationalization | Why It's Wrong | Required Action |
|---|---|---|
| "It's documented" | Developers don't read docs under deadline pressure | Make the secure choice the default or only option |
| "Advanced users need flexibility" | Flexibility creates footguns; most "advanced" usage is copy-paste | Provide safe high-level APIs; hide primitives |
| "It's the developer's responsibility" | Blame-shifting; you designed the footgun | Remove the footgun or make it impossible to misuse |
| "Nobody would actually do that" | Developers do everything imaginable under pressure | Assume maximum developer confusion |
| "It's just a configuration option" | Config is code; wrong configs ship to production | Validate configs; reject dangerous combinations |
| "We need backwards compatibility" | Insecure defaults can't be grandfather-claused | Deprecate loudly; force migration |
APIs that let developers choose algorithms invite choosing wrong ones.
The JWT Pattern (canonical example):
"alg": "none" to bypass signaturesDetection patterns:
algorithm, mode, cipher, hash_typeExample - PHP password_hash allowing weak algorithms:
// DANGEROUS: allows crc32, md5, sha1
password_hash($password, PASSWORD_DEFAULT); // Good - no choice
hash($algorithm, $password); // BAD: accepts "crc32"Defaults that are insecure, or zero/empty values that disable security.
The OTP Lifetime Pattern:
# What happens when lifetime=0?
def verify_otp(code, lifetime=300): # 300 seconds default
if lifetime == 0:
return True # OOPS: 0 means "accept all"?
# Or does it mean "expired immediately"?Detection patterns:
Questions to ask:
timeout=0? max_attempts=0? key=""?APIs that expose raw bytes instead of meaningful types invite type confusion.
The Libsodium vs. Halite Pattern:
// Libsodium (primitives): bytes are bytes
sodium_crypto_box($message, $nonce, $keypair);
// Easy to: swap nonce/keypair, reuse nonces, use wrong key type
// Halite (semantic): types enforce correct usage
Crypto::seal($message, new EncryptionPublicKey($key));
// Wrong key type = type error, not silent failureDetection patterns:
bytes, string, []byte for distinct security conceptsThe comparison footgun:
// Timing-safe comparison looks identical to unsafe
if hmac == expected { } // BAD: timing attack
if hmac.Equal(mac, expected) { } // Good: constant-time
// Same types, different security propertiesOne wrong setting creates catastrophic failure, with no warning.
Detection patterns:
Examples:
# One typo = disaster
verify_ssl: fasle # Typo silently accepted as truthy?
# Magic values
session_timeout: -1 # Does this mean "never expire"?
# Dangerous combinations accepted silently
auth_required: true
bypass_auth_for_health_checks: true
health_check_path: "/" # Oops// Sensible default doesn't protect against bad callers
public function __construct(
public string $hashAlgo = 'sha256', // Good default...
public int $otpLifetime = 120, // ...but accepts md5, 0, etc.
) {}See config-patterns.md for detailed patterns.
Errors that don't surface, or success that masks failure.
Detection patterns:
Examples:
# Silent bypass
def verify_signature(sig, data, key):
if not key:
return True # No key = skip verification?!
# Return value ignored
signature.verify(data, sig) # Throws on failure
crypto.verify(data, sig) # Returns False on failure
# Developer forgets to check return valueSecurity-critical values as plain strings enable injection and confusion.
Detection patterns:
The permission accumulation footgun:
permissions = "read,write"
permissions += ",admin" # Too easy to escalate
# vs. type-safe
permissions = {Permission.READ, Permission.WRITE}
permissions.add(Permission.ADMIN) # At least it's explicitFor each choice point, ask:
0, "", null, []?-1 mean? Infinite? Error?Consider three adversaries:
The Scoundrel: Actively malicious developer or attacker controlling config
The Lazy Developer: Copy-pastes examples, skips documentation
The Confused Developer: Misunderstands the API
For each identified sharp edge:
If a finding seems questionable, return to Phase 2 and probe more edge cases.
| Severity | Criteria | Examples |
|---|---|---|
| Critical | Default or obvious usage is insecure | verify: false default; empty password allowed |
| High | Easy misconfiguration breaks security | Algorithm parameter accepts "none" |
| Medium | Unusual but possible misconfiguration | Negative timeout has unexpected meaning |
| Low | Requires deliberate misuse | Obscure parameter combination |
By category:
By language (general footguns, not crypto-specific):
| Language | Guide |
|---|---|
| C/C++ | references/lang-c.md |
| Go | references/lang-go.md |
| Rust | references/lang-rust.md |
| Swift | references/lang-swift.md |
| Java | references/lang-java.md |
| Kotlin | references/lang-kotlin.md |
| C# | references/lang-csharp.md |
| PHP | references/lang-php.md |
| JavaScript/TypeScript | references/lang-javascript.md |
| Python | references/lang-python.md |
| Ruby | references/lang-ruby.md |
See also references/language-specific.md for a combined quick reference.
Before concluding analysis:
© sickn33, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/sharp-edges of sickn33/agentic-awesome-skills.
Open the folder on GitHubat commit ec02547
We found 5 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in sickn33/agentic-awesome-skills, which our catalogue first saw on October 7, 2026.
Sharp Edges 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 |
|---|---|---|---|---|---|---|
| Sharp Edges this skillsickn33/agentic-awesome-skills | 47k | 1 repos | ~2.8k | 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…
sickn33/agentic-awesome-skills
Implements an interface in one of two named color modes, iridescent white or colorful black, from a parameterized starter that reports measured color intensity.
sickn33/agentic-awesome-skills
Saves a user's project decisions, rules and preferences into a project-local mdbase so later sessions and other agents can recover the intent.
sickn33/agentic-awesome-skills
Keeps project decisions, research and verified results available across coding-agent sessions through LWC memory, a document Wiki graph and a CodeGraph code index.
sickn33/agentic-awesome-skills
Guides an agent through assessing its own owner for cofounder fit, publishing an approved profile, and ranking complementary profiles other agents published for their owners.
sickn33/agentic-awesome-skills
Acts as a proxy for the Cline CLI, dispatching coding tasks one at a time, monitoring runs by hard evidence, relaying decisions to you and learning per-project preferences.
sickn33/agentic-awesome-skills
Drafts and reviews audience-specific content from supplied brand examples, with local scripts for brand voice and SEO diagnostics, channel templates and a content calendar.
Categories
Run `npx skills add sickn33/agentic-awesome-skills --skill sharp-edges -a claude-code`. Or copy the skill folder (skills/sharp-edges in sickn33/agentic-awesome-skills) into .claude/skills/sharp-edges in your project. Claude Code loads it when a task matches its description.
Run `npx skills add sickn33/agentic-awesome-skills --skill sharp-edges -a codex`. Or copy the skill folder (skills/sharp-edges in sickn33/agentic-awesome-skills) into .agents/skills/sharp-edges 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 sickn33/agentic-awesome-skills --skill sharp-edges -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sharp-edges, .gemini/skills/sharp-edges, .github/skills/sharp-edges and .opencode/skills/sharp-edges in your project.
SKILL.md names no scripts, command-line tools or credentials: Sharp Edges is instructions for the agent only.
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. Review the folder before installing.
Sharp Edges is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.8k 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 Sharp Edges: 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.
sickn33 (a GitHub user) maintains it in sickn33/agentic-awesome-skills, which has 47,343 GitHub stars. The repository holds 1,354 skills in this directory. The repository was last updated on October 7, 2026.
Source: sickn33/agentic-awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.