Audit Flow
zebbern/claude-code-guide
Interactive system flow tracing across CODE, API, AUTH, DATA, NETWORK layers with SQLite persistence and Mermaid export.
Single-pass codebase analysis leveraging a 1M-token context window for comprehensive security scanning, architecture review, and dependency auditing.
$ npx skills add yonatangross/orchestkit --skill audit-full -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install yonatangross/orchestkit audit-full --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/yonatangross/orchestkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/skills/audit-full .claude/skills/audit-full && 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 "audit-full" agent skill from https://github.com/yonatangross/orchestkit/tree/main/src/skills/audit-full into .claude/skills/audit-full/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-full", 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/yonatangross/orchestkit/tree/main/src/skills/audit-fullType 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 yonatangross/orchestkit --skill audit-full -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install yonatangross/orchestkit audit-full --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yonatangross/orchestkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/skills/audit-full .agents/skills/audit-full && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "audit-full" agent skill from https://github.com/yonatangross/orchestkit/tree/main/src/skills/audit-full into .agents/skills/audit-full/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-full", 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 yonatangross/orchestkit --skill audit-full -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install yonatangross/orchestkit audit-full --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yonatangross/orchestkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/skills/audit-full .cursor/skills/audit-full && 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 "audit-full" agent skill from https://github.com/yonatangross/orchestkit/tree/main/src/skills/audit-full into .cursor/skills/audit-full/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-full", 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/yonatangross/orchestkit.git --path src/skills/audit-full--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 yonatangross/orchestkit --skill audit-full -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install yonatangross/orchestkit audit-full --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yonatangross/orchestkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/skills/audit-full .gemini/skills/audit-full && 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 "audit-full" agent skill from https://github.com/yonatangross/orchestkit/tree/main/src/skills/audit-full into .gemini/skills/audit-full/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-full", 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 yonatangross/orchestkit audit-fullInstalls 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 yonatangross/orchestkit --skill audit-full -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/yonatangross/orchestkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/skills/audit-full .github/skills/audit-full && 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 "audit-full" agent skill from https://github.com/yonatangross/orchestkit/tree/main/src/skills/audit-full into .github/skills/audit-full/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-full", 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 yonatangross/orchestkit --skill audit-full -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install yonatangross/orchestkit audit-full --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yonatangross/orchestkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/skills/audit-full .opencode/skills/audit-full && 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 "audit-full" agent skill from https://github.com/yonatangross/orchestkit/tree/main/src/skills/audit-full into .opencode/skills/audit-full/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-full", 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.
audit-fullSingle-pass codebase analysis leveraging a 1M-token context window for comprehensive security scanning, architecture review, and dependency auditing.
Audit Full is an agent skill from yonatangross/orchestkit. Single-pass codebase analysis leveraging a 1M-token context window for comprehensive security scanning, architecture review, and dependency auditing. Loads entire codebases for cross-file pattern detection and generates structured audit reports with severity-ranked findings. Use when you need whole-project analysis before releases or security reviews.
Its SKILL.md is about 3.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 23 other files, including scripts, reference files and assets (for example `assets/audit-report-template.md`, `assets/severity-matrix.md` and `checklists/audit-completion.md`). Compatibility notes: Claude Code 2.1.277+. Requires memory MCP server.
It sits in Security, covering Software architecture, Security review and Codebase onboarding. The repository describes itself as: The Complete AI Development Toolkit for Claude Code. 106 skills, 36 agents, 171 hooks. Install ork for stable (v9.x), or ork-alpha for the v10 line, which ships daily. The licence is MIT.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 02bbf9a. 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:
AskUserQuestionReadGrepGlobBashAgentTaskCreateTaskUpdateTaskListWorkflow…and 2 more on the same allowed-tools line.
From allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/ (Shell, from the files we listed), which the agent can run.
Shell commands in SKILL.md call:
bashFrom 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.
Claude Code 2.1.277+. Requires memory MCP server.
From compatibility in the SKILL.md frontmatter.
Audit Full loads about 3.5k tokens when it runs, and up to ~9.6k if it reads all its reference files. Until then it costs about 91 tokens; SKILL.md has 1,291 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 noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: AskUserQuestion, Read, Grep, Glob, Bash, Agent, TaskCreate, TaskUpdate, TaskList, Workflow, PushNotiAutomated 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 yonatangross/orchestkit at commit 02bbf9a, republished under its MIT licence (© yonatangross). 1,291 words, ~3,473 tokens.
.claude/skills/audit-full/SKILL.md (or your agent's skills folder). This skill also uses 18 other files; get the full folder from GitHub.Single-pass whole-project analysis leveraging Opus 5.5's extended context window. Loads entire codebases (~50K LOC) into context for cross-file vulnerability detection, architecture review, and dependency analysis.
audit-full # Full audit (all modes)
audit-full security # Security-focused audit
audit-full architecture # Architecture review
audit-full dependencies # Dependency auditOpus 5.5: Uses
complexity: maxfor extended thinking across entire codebases. 1M context (default and maximum on Opus 5.5) enables cross-file reasoning that chunked approaches miss. Set effort explicitly: Opus 5.5's own default ismedium(one level below Opus 5'shigh), and CC 2.1.280+ starts a newly released model at its default rather than an older saved/effortlevel. Run audits athigh; usexhighfor one additional cross-file pattern sweep on the hardest codebases.
1M Context Required: If
CLAUDE_CODE_DISABLE_1M_CONTEXTis set, audit-full cannot perform full-codebase analysis. Check:echo $CLAUDE_CODE_DISABLE_1M_CONTEXT— if non-empty, either unset it (unset CLAUDE_CODE_DISABLE_1M_CONTEXT) or useverifyfor chunked analysis instead.
Effort (CC 2.1.111+):
xhighadds a second pass that re-reads cross-module boundaries specifically looking for patterns the first pass normalized over. Reservexhighfor the hardest codebases (see the Opus 5.5 note above for the default). Silently falls back tohighon other models;doctorwarns on mismatch.
Switching to Opus (CC 2.1.144+):
/modelnow affects the current session only — pick Opus for this audit without it persisting. Pressdin the picker only if you want it as the default for new sessions too.
BEFORE creating tasks, clarify audit scope using the interactive dialog.
Load: Read("references/audit-scope-dialog.md") for the full AskUserQuestion dialog with mode options (Full/Security/Architecture/Dependencies) and scope options (Entire codebase/Specific directory/Changed files).
# 1. Create main task IMMEDIATELY
TaskCreate(
subject="Full-codebase audit",
description="Single-pass audit using extended context",
activeForm="Running full-codebase audit"
)
# 2. Create subtasks for each phase
TaskCreate(subject="Estimate token budget and plan loading", activeForm="Estimating token budget") # id=2
TaskCreate(subject="Load codebase into context", activeForm="Loading codebase") # id=3
TaskCreate(subject="Run audit analysis", activeForm="Analyzing codebase") # id=4
TaskCreate(subject="Generate audit report", activeForm="Generating report") # id=5
# 3. Set dependencies for sequential phases
TaskUpdate(taskId="3", addBlockedBy=["2"]) # Loading needs budget estimate
TaskUpdate(taskId="4", addBlockedBy=["3"]) # Analysis needs codebase loaded
TaskUpdate(taskId="5", addBlockedBy=["4"]) # Report needs analysis done
# 4. Update status as you progress
TaskUpdate(taskId="2", status="in_progress") # When starting
TaskUpdate(taskId="2", status="completed") # When done — repeat for each subtaskBefore loading files, estimate whether the codebase fits in context.
Load: Read("references/token-budget-planning.md") for estimation rules (tokens/line by file type), budget allocation tables, auto-exclusion list, and fallback dialog when codebase exceeds budget.
Run estimation: bash ${CLAUDE_SKILL_DIR}/scripts/estimate-tokens.sh /path/to/project
audit-full has two execution tiers. The estimate decides which:
| Estimate vs budget | Tier | Path |
|---|---|---|
| Fits (~≤125K LOC / ≤1M tokens) | Single-context (default — the skill's edge: whole-codebase cross-file reasoning in one window) | continue to STEP 2 |
| Exceeds budget | Map-reduce (scale tier — shard → per-shard audit → cross-shard boundary synthesis → refute) | invoke the workflow below; STEP 2–3.5 run inside it |
Over-budget → run the map-reduce workflow (don't punt, don't silently truncate the load):
# Derive shards from STEP 1 (top-level modules/dirs by size: src, apps/api, apps/web, packages/*).
Workflow({
"scriptPath": "${CLAUDE_SKILL_DIR}/workflows/audit-full-mapreduce.js",
"args": { "shards": ["<repo-relative dirs>"], "mode": "<full|security|architecture|dependencies>", "effort": "<high|xhigh>" }
})It preserves cross-file reasoning within each shard and recovers cross-shard edges (taint/auth/dep-direction that span modules) in a dedicated synthesis pass, then runs the same STEP 3.5 adversarial refutation. Its return (merged findings + refutation ledger) feeds STEP 4. The single-context tier remains the default because it's cheaper and loses no boundaries when the repo fits — only reach for map-reduce when it genuinely doesn't.
Load: Read("references/report-structure.md") for loading strategy, inclusion patterns by language (TS/JS, Python, Config), and batch reading patterns.
With codebase loaded, perform the selected audit mode(s).
Load: Read("references/security-audit-guide.md") for the full checklist.
Key cross-file analysis patterns:
Load: Read("references/architecture-review-guide.md") for the full guide.
Key analysis patterns:
Load: Read("references/dependency-audit-guide.md") for the full guide.
Key analysis patterns:
Output findings incrementally as each audit mode completes — don't batch until the report:
For multi-mode audits (Full), each mode's findings appear as they complete. This lets users act on critical security findings while architecture analysis is still running.
Before the report, a separate blind refuter verifies CRITICAL/HIGH findings — the
structural fix for self-preferential bias (a single-context pass grading its own findings
anchors on its own reasoning). low/medium skip this step; high runs single advisory
refuters; xhigh runs the engine's quorum (3 for CRITICAL, 2 for HIGH).
Load the protocol + audit-full bindings: Read("references/adversarial-refutation.md")
(which loads the shared engine ${CLAUDE_PLUGIN_ROOT}/shared/rules/adversarial-refutation.md).
These refuters are audit-full's only sub-agent spawns (the producer is single-context),
always isolated Agent(...) with no team_name, fed only a neutral claim (category +
file:line). Deterministic ground truth is exempt — CVE/CVSS matches, failing build/test,
type errors are never refuted; only a reachability claim on top of a CVE is. Cross-file
findings the refuter can't reproduce from its narrow slice stay UPHELD (engine §5).
Refutation never silently drops a CRITICAL — the ledger (refutation-ledger.json) records
survived/killed/downgraded, and removing a CRITICAL/HIGH from the report needs user confirmation.
Load the report template: Read("assets/audit-report-template.md").
Report structure and severity classification: Read("references/report-structure.md") for finding table format, severity breakdown (CRITICAL/HIGH/MEDIUM/LOW with timelines), and architecture diagram conventions.
Severity matrix: Read("assets/severity-matrix.md") for classification criteria.
Before finalizing the report, verify with Read("checklists/audit-completion.md").
A full-codebase 1M-context audit typically runs 15–60 minutes on medium projects and can exceed that on large ones. After the report file is written and the completion checklist passes, call PushNotification so the finding counts are visible even if the user walked away.
PushNotification(
message=f"ork:audit-full complete — {SCOPE}: {critical}C/{high}H/{medium}M/{low}L · {report_path}",
status="proactive"
)Full rule: Read("${CLAUDE_PLUGIN_ROOT}/skills/chain-patterns/rules/push-notification-on-completion.md").
| Situation | Use Instead |
|---|---|
| Small targeted check (1-5 files) | Direct Read + analysis |
| CI/CD automated scanning | security-scanning skill |
| Multi-agent graded verification | verify |
| Exploring unfamiliar codebase | explore |
| Codebase > 125K LOC (exceeds 1M) | stay here — STEP 1 routes to the map-reduce tier (workflows/audit-full-mapreduce.js); verify only if you want multi-agent graded verification instead of an audit |
Oversized reads (CC 2.1.144+): When loading large files, Read returns a
[PARTIAL view]truncated first page instead of a hard error if the whole-file read exceeds the token limit. Detect that notice and re-read with explicitoffset/limitto page through the rest — a partial read silently omits code an audit must not miss.
When context fills (CC 2.1.141+): Use the rewind menu's "Summarize up to here" to compress earlier turns while keeping recent findings, instead of restarting the audit. Reactive compaction (CC 2.1.142+) sizes the first summarize to the actual overflow, so a wasted second pass mid-turn is now rare.
Set a completion condition with /goal (CC 2.1.139+) and this skill will keep working across turns until the condition is met. Works in interactive, -p, and Remote Control. The overlay panel shows live elapsed / turns / tokens.
Example completion condition for this skill:
/goal until findings.critical == 0 OR no_new_critical_for_3_turns, or stop after 30 turnsStops when: zero critical issues remain across 3 consecutive passes, or a structural anti-pattern budget is reached. Compatible with claude.ai Remote Control runs.
security-scanning — Automated scanner integration (npm audit, Semgrep, etc.)ork:security-patterns — Security architecture patterns and OWASP vulnerability classificationork:architecture-patterns — Architectural pattern referenceork:quality-gates — Quality assessment criteriaork:verify — Multi-agent verification (fallback for codebases exceeding 1M context)Load on demand with Read("references/<file>"):
| File | Content |
|---|---|
references/security-audit-guide.md | Cross-file vulnerability patterns |
references/architecture-review-guide.md | Pattern and coupling analysis |
references/dependency-audit-guide.md | CVE, license, currency checks |
references/adversarial-refutation.md | Blind-refuter bindings (STEP 3.5) — loads the shared engine |
references/token-estimation.md | File type ratios and budget planning |
assets/audit-report-template.md | Structured output format |
assets/severity-matrix.md | Finding classification criteria |
checklists/audit-completion.md | Pre-report verification |
scripts/estimate-tokens.sh | Automated LOC to token estimation |
workflows/audit-full-mapreduce.js | Scale tier — shard→audit→synthesize→refute for repos that exceed 1M context (run via the Workflow tool) |
© yonatangross, 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 18 other files (scripts, references, assets) in src/skills/audit-full of yonatangross/orchestkit.
Open the folder on GitHubat commit 02bbf9a
Audit Full 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 |
|---|---|---|---|---|---|---|
| Audit Full this skillyonatangross/orchestkit | 290 | — | ~3.5k | Automated safety check: Notes | MIT | |
| Audit Flowzebbern/claude-code-guide | 4.7k | — | ~4.2k | Automated safety check: Pass | MIT | |
| Sast Analysisutkusen/sast-skills | 1.3k | — | ~1k | Automated safety check: Pass | MIT | |
| Zhin Auditzhinjs/zhin | 136 | — | ~596 | Automated safety check: Notes | MIT | |
| ccc Semantic Code Searchcocoindex-io/cocoindex-code | 2.8k | — | ~938 | Automated safety check: Pass | Apache-2.0 | |
| Repomix Codebase Packeryamadashy/repomix | 29k | — | ~1.3k | Automated safety check: Notes | MIT |
zebbern/claude-code-guide
Interactive system flow tracing across CODE, API, AUTH, DATA, NETWORK layers with SQLite persistence and Mermaid export.
utkusen/sast-skills
Perform codebase analysis and architecture mapping as the first phase of a security assessment.
zhinjs/zhin
Audit Zhin.js changes for security, performance, lifecycle, and architecture regressions.
cocoindex-io/cocoindex-code
Semantic code search and index management with the ccc CLI: the agent initializes, indexes and queries the project by concept, filtering by language or path.
yamadashy/repomix
Packs a local directory or remote GitHub repository into one AI-friendly file with Repomix, then searches it to explore structure, find patterns and count tokens.
trailofbits/skills
Generates Mermaid diagrams from Trailmark code graphs, including call graphs, class hierarchies, module dependency maps, complexity heatmaps and attack surface data flows.
yonatangross/orchestkit
API contract design for REST and GraphQL, covering resource shape, URL and header versioning with deprecation windows, RFC 9457 Problem Details error handling, and OpenAPI specs.
yonatangross/orchestkit
ADR templates in the Nygard format with context, decision, consequences, and alternatives.
yonatangross/orchestkit
Structured review processes, conventional comments, language-specific checklists, and feedback templates.
yonatangross/orchestkit
Creates GitHub pull requests with pre-flight validation, conventional title formatting, and structured summary generation.
yonatangross/orchestkit
Multi-angle codebase exploration spawning 3-5 parallel agents for code structure, data flow, architecture patterns, and health assessment.
yonatangross/orchestkit
Production Python async patterns including asyncio TaskGroup, FastAPI dependency injection and middleware, SQLAlchemy 2.0 async sessions, and database connection pool tuning.
Categories
Single-pass codebase analysis leveraging a 1M-token context window for comprehensive security scanning, architecture review, and dependency auditing. Audit Full is an agent skill from yonatangross/orchestkit. Single-pass codebase analysis leveraging a 1M-token context window for comprehensive security scanning, architecture review, and dependency auditing.
Audit Full fits situations like: you need whole-project analysis before releases; security reviews.
Run `npx skills add yonatangross/orchestkit --skill audit-full -a claude-code`. Or copy the skill folder (src/skills/audit-full in yonatangross/orchestkit) into .claude/skills/audit-full in your project. Claude Code loads it when a task matches its description.
Run `npx skills add yonatangross/orchestkit --skill audit-full -a codex`. Or copy the skill folder (src/skills/audit-full in yonatangross/orchestkit) into .agents/skills/audit-full 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 yonatangross/orchestkit --skill audit-full -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/audit-full, .gemini/skills/audit-full, .github/skills/audit-full and .opencode/skills/audit-full in your project.
Going by SKILL.md and its folder, Audit Full needs a shell for the scripts in its folder and the command-line tools its instructions call (bash). Our summary lists: Python 3; A Bash shell. Its frontmatter pre-approves these tools: AskUserQuestion, Read, Grep, Glob, Bash, Agent, TaskCreate, TaskUpdate, TaskList, Workflow, PushNotification, mcp__memory__search_nodes. Compatibility (from SKILL.md): Claude Code 2.1.277+. Requires memory MCP server..
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 notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. 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.
Audit Full is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.5k tokens (SKILL.md is roughly 14k 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 6.2k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Audit Full: Audit Flow (zebbern/claude-code-guide, 4.7k stars), Sast Analysis (utkusen/sast-skills, 1.3k stars), Zhin Audit (zhinjs/zhin, 136 stars) and ccc Semantic Code Search (cocoindex-io/cocoindex-code, 2.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
yonatangross (a GitHub user) maintains it in yonatangross/orchestkit, which has 290 GitHub stars. The repository holds 108 skills in this directory. The repository was last updated on October 9, 2026.
Source: yonatangross/orchestkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.