Monitor CI
nrwl/nx
Monitor Nx Cloud CI pipeline and handle self-healing fixes. An agent skill from nrwl/nx.
View audit logs, decision traces, and session history for AI transparency.
$ npx skills add ww-w-ai/bkit-claude-code --skill audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ww-w-ai/bkit-claude-code audit --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/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/audit .claude/skills/audit && 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" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/audit into .claude/skills/audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit", 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/ww-w-ai/bkit-claude-code/tree/main/skills/auditType 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 ww-w-ai/bkit-claude-code --skill audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ww-w-ai/bkit-claude-code audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/audit .agents/skills/audit && 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" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/audit into .agents/skills/audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit", 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 ww-w-ai/bkit-claude-code --skill audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ww-w-ai/bkit-claude-code audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/audit .cursor/skills/audit && 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" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/audit into .cursor/skills/audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit", 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/ww-w-ai/bkit-claude-code.git --path skills/audit--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 ww-w-ai/bkit-claude-code --skill audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ww-w-ai/bkit-claude-code audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/audit .gemini/skills/audit && 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" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/audit into .gemini/skills/audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit", 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 ww-w-ai/bkit-claude-code auditInstalls 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 ww-w-ai/bkit-claude-code --skill audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/audit .github/skills/audit && 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" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/audit into .github/skills/audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit", 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 ww-w-ai/bkit-claude-code --skill audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ww-w-ai/bkit-claude-code audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/audit .opencode/skills/audit && 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" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/audit into .opencode/skills/audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit", 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.
auditView audit logs, decision traces, and session history for AI transparency.
Audit is an agent skill from ww-w-ai/bkit-claude-code. View audit logs, decision traces, and session history for AI transparency. ACTIONTYPES (19 entries) include PDCA events (phasetransition, gatepassed/failed, agentspawned/completed/failed, rollbackexecuted, destructiveblocked) and Sprint events (sprintpaused, sprintresumed, masterplancreated — v2.1.13). Triggers: audit, log, decision trace, history
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud. The repository describes itself as: bkit Vibecoding Kit - PDCA methodology + Claude Code mastery for AI-native development. The licence is Apache-2.0.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 85b4913. 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:
ReadGlobGrepBashFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are json and bash).
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.
Audit loads about 1.6k tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 376 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: Read, Glob, Grep, BashAutomated 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 ww-w-ai/bkit-claude-code at commit 85b4913, republished under its Apache-2.0 licence (© ww-w-ai). 376 words, ~1,641 tokens.
.claude/skills/audit/SKILL.md (or your agent's skills folder).User-invocable skill for viewing audit logs, decision traces, and session history.
| Argument | Description | Example |
|---|---|---|
| (none) | Show recent audit log entries (same as log) | /audit |
log | Show recent audit log entries (last 20) | /audit log |
trace <feature> | Show decision traces for a feature | /audit trace user-auth |
summary | Show daily/weekly audit summary | /audit summary |
search <query> | Search audit logs by action type, feature, or date | /audit search "phase_transition" |
Display recent audit log entries.
.bkit/audit/YYYY-MM-DD.jsonlJSONL Entry Schema:
{
"timestamp": "2026-03-19T10:30:00.000Z",
"action": "phase_transition",
"feature": "user-auth",
"from": "plan",
"to": "design",
"automationLevel": "semi-auto",
"triggeredBy": "user",
"details": "Plan approved, transitioning to Design"
}Output Format:
--- Audit Log (Last 20 Entries) -------------------
[2026-03-19 10:30] phase_transition | user-auth
plan -> design (Semi-Auto, user-triggered)
[2026-03-19 10:25] checkpoint_created | user-auth
Checkpoint cp-1710842700000 before Design phase
[2026-03-19 10:20] automation_level_changed | -
L1 -> L2 (trust score: 72)
...
---------------------------------------------------
Total entries today: 45<feature>Show decision traces for a specific feature.
.bkit/decisions/YYYY-MM-DD.jsonlDecision Trace Entry Schema:
{
"timestamp": "2026-03-19T10:30:00.000Z",
"feature": "user-auth",
"decision": "advance_to_design",
"rationale": "Plan document complete, matchRate N/A at this phase",
"alternatives": ["request_plan_revision", "skip_to_do"],
"chosenBecause": "Plan deliverable exists and passes validation",
"automationLevel": "semi-auto",
"confidence": 0.92
}Output Format:
--- Decision Trace: user-auth ---------------------
[10:15] START -> pm
Decision: Begin PDCA cycle
Rationale: New feature request detected
[10:20] pm -> plan
Decision: advance_to_plan
Rationale: PRD document generated successfully
Alternatives: [reject_prd, revise_scope]
Confidence: 0.88
[10:30] plan -> design
Decision: advance_to_design
Rationale: Plan document complete, passes validation
Alternatives: [request_plan_revision, skip_to_do]
Confidence: 0.92
---------------------------------------------------
Total decisions: 3Show daily or weekly audit summary.
Output Format:
--- Audit Summary (2026-03-19) --------------------
Total Actions : 45
Phase Transitions : 12
Checkpoints Created : 4
Errors Recorded : 1
Recoveries : 1
Action Breakdown:
phase_transition : 12 (27%)
checkpoint_created : 4 (9%)
match_rate_recorded : 8 (18%)
automation_level_change: 2 (4%)
iteration_completed : 6 (13%)
other : 13 (29%)
Automation Ratio: 67% auto / 33% manual
Trust Score Change: +3 (69 -> 72)
---------------------------------------------------
Weekly Trend (last 7 days):
Mon: 32 actions | Tue: 45 actions | Wed: 28 actions
...<query>Search audit logs by action type, feature name, or date range.
phase_transition), filter by action.bkit/audit/Search Examples:
# Search by action type
/audit search "phase_transition"
# Search by feature name
/audit search "user-auth"
# Search by date
/audit search "2026-03-18"
# Full-text search
/audit search "error"| Path | Format | Purpose |
|---|---|---|
.bkit/audit/YYYY-MM-DD.jsonl | JSONL | Daily audit log entries |
.bkit/audit/summary/ | JSON | Pre-computed daily/weekly summaries |
.bkit/decisions/YYYY-MM-DD.jsonl | JSONL | Decision trace entries |
| Module | Function | Usage |
|---|---|---|
lib/audit/audit-logger.js | readAuditLog() | Read audit entries |
lib/audit/audit-logger.js | searchAuditLog() | Search/filter entries |
lib/audit/decision-tracer.js | getDecisionTrace() | Read decision traces |
# View recent log entries
/audit
# View decision trace for a feature
/audit trace user-auth
# View daily summary
/audit summary
# Search for phase transitions
/audit search "phase_transition"
# Search by feature
/audit search "user-auth"© ww-w-ai, Apache-2.0. 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/audit of ww-w-ai/bkit-claude-code.
Open the folder on GitHubat commit 85b4913
Audit 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 this skillww-w-ai/bkit-claude-code | 601 | — | ~1.6k | Automated safety check: Notes | Apache-2.0 | |
| Monitor CInrwl/nx | 29k | 6 repos | ~4.7k | Automated safety check: Pass | MIT | |
| Terraform and OpenTofu Guideagentscope-ai/QwenPaw | 36k | 6 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Vercel Optimize Auditvercel-labs/agent-skills | 32k | 8 repos | ~4.3k | Automated safety check: Pass | None | |
| Analyze GitHub Action Logswithastro/astro | 63k | 1 repos | ~1.3k | Automated safety check: Pass | Custom licence | |
| Openclaw Live Updateropenclaw/openclaw | 392k | — | ~3.7k | Automated safety check: Pass | MIT |
nrwl/nx
Monitor Nx Cloud CI pipeline and handle self-healing fixes. An agent skill from nrwl/nx.
agentscope-ai/QwenPaw
Guidance for writing and testing Terraform and OpenTofu code: module structure, naming, test approaches, CI/CD workflows, state handling and security scanning.
vercel-labs/agent-skills
Runs a metrics-first audit of a deployed Vercel project, gating investigations on real signals to produce ranked, citation-backed cost and performance recommendations.
withastro/astro
Analyze recent GitHub Actions workflow runs to identify patterns, mistakes, and improvements.
openclaw/openclaw
Maintain the canonical live OpenClaw main checkout, macOS LaunchAgent-managed Gateway, local macOS app, exact-head main CI, and recurring full release validation.
netdata/netdata
Use only when the user explicitly asks to build, run, preview, inspect, or validate learn.netdata.cloud locally using the contents of a PR or documentation branch before merge.
ww-w-ai/bkit-claude-code
bkend.ai authentication — email/social login, JWT tokens, RBAC, session management.
ww-w-ai/bkit-claude-code
bkend.ai project tutorials (todo to SaaS) and common error troubleshooting.
ww-w-ai/bkit-claude-code
bkend.ai onboarding — MCP setup, resource hierarchy, tenant/user model, first project.
ww-w-ai/bkit-claude-code
bkend.ai file storage — upload (presigned URL), download (CDN), visibility levels, buckets.
ww-w-ai/bkit-claude-code
bkit plugin help - list available functions including /pdca (9-phase feature cycle), /sprint (8-phase feature container, v2.1.13), /control (Trust L0-L4 + SPRINTAUTORUNSCOPE), /bkit-explore, and 40+…
ww-w-ai/bkit-claude-code
Run skill evals via evals/runner.js — wrapper validates skill names, captures stdout/stderr, persists JSON results.
Categories
View audit logs, decision traces, and session history for AI transparency. Audit is an agent skill from ww-w-ai/bkit-claude-code. View audit logs, decision traces, and session history for AI transparency.
Audit fits situations like: devOps & Cloud work in your project.
Run `npx skills add ww-w-ai/bkit-claude-code --skill audit -a claude-code`. Or copy the skill folder (skills/audit in ww-w-ai/bkit-claude-code) into .claude/skills/audit in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ww-w-ai/bkit-claude-code --skill audit -a codex`. Or copy the skill folder (skills/audit in ww-w-ai/bkit-claude-code) into .agents/skills/audit 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 ww-w-ai/bkit-claude-code --skill audit -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, .gemini/skills/audit, .github/skills/audit and .opencode/skills/audit in your project.
SKILL.md names no scripts, command-line tools or credentials: Audit is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, Bash.
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. Review the folder before installing.
Audit is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.6k 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 Audit: Monitor CI (nrwl/nx, 29k stars), Terraform and OpenTofu Guide (agentscope-ai/QwenPaw, 36k stars), Vercel Optimize Audit (vercel-labs/agent-skills, 32k stars) and Analyze GitHub Action Logs (withastro/astro, 63k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ww-w-ai (a GitHub organization) maintains it in ww-w-ai/bkit-claude-code, which has 601 GitHub stars. The repository holds 44 skills in this directory. The repository was last updated on September 27, 2026.
Source: ww-w-ai/bkit-claude-code on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.