audit

audit is a skill for Claude Code from ictechgy/context-guard. It costs 29 tokens per session (647 once invoked), scanned A, original, Apache-2.0.

A guide for reviewing Claude Code transcript files and identifying where token usage is concentrated. A transcript is the saved record of a coding-agent session.

In plain words
What is it for?
Use it to inspect input, output, cached text, model use, subagent activity, costly transcripts, and one safe next optimization experiment.
Why use it?
It provides evidence about usage hotspots before changes are made, while keeping local file names and commands private in its default report.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter. Also seen: reads .claude/ paths; mentions subagents; mentions Claude Code.

Part of the context-guard plugin — 3 skills shipped together

Good fit Use it to inspect input, output, cached text, model use, subagent activity, costly transcripts, and one safe next optimization experiment.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ictechgy/context-guard/audit
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add ictechgy/context-guard --skill audit
Clone the repo
git clone --depth 1 https://github.com/ictechgy/context-guard

Made for: Claude Code.

Or install context-guard, the plugin that ships this one along with the rest of its 3 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for audit

README.md
[![agentmods](https://agentmods.dev/badge/skills/ictechgy/context-guard/audit/github.svg)](https://agentmods.dev/skills/ictechgy/context-guard/audit)
Your own site
<a href="https://agentmods.dev/skills/ictechgy/context-guard/audit"><img src="https://agentmods.dev/badge/skills/ictechgy/context-guard/audit/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for audit

Your own site · 80×15
<a href="https://agentmods.dev/skills/ictechgy/context-guard/audit"><img src="https://agentmods.dev/badge/skills/ictechgy/context-guard/audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 29 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 647 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00029 $0.00647
Opus 5.5 $0.00012 $0.00259
Sonnet 5.5 $0.00006 $0.00129
Haiku 4.5 $0.00003 $0.00065

Measured 1mo ago against content hash 8635b1bf0339, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

audit scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/context-guard/skills/audit/SKILL.md · 43 lines

What it actually says

ContextGuard Audit

Run a best-effort transcript audit, then interpret the result conservatively.

Default command:

context-guard-audit ~/.claude/projects --top 20 --recommend

If the user supplies a path, audit that path instead. If no path is supplied, keep the default Claude projects path:

if [ -n "$ARGUMENTS" ]; then
  context-guard-audit "$ARGUMENTS" --top 20 --recommend
else
  context-guard-audit ~/.claude/projects --top 20 --recommend
fi

Report:

  • observed token buckets: input, output, cache_read, cache_creation;
  • new tokens per turn (cache_creation distribution) and the "by preceding tool_result" table: this is the quantity billed under prompt caching. The table covers every counted turn, so read the cold_start / cache_rewrite / incremental fields beside it before naming a tool. Turns that wrote the cached prefix track context size at that moment rather than what a tool just returned, so trimming one result does not change them. When those turns dominate, say so instead of naming the table's top tool;
  • model distribution;
  • query_source distribution: main, subagent, auxiliary;
  • top transcript files and commands observed;
  • generated recommendations with priority, reason, action, and evidence;
  • cache_friendliness status, bounded prefix/tail churn signals, and any cache-layout findings;
  • top likely causes and one safe next experiment;
  • token_calibration (reconcile): observed bytes per cache_creation token vs the assumed bytes/4; --token-proxy calibrated re-derives the text token estimate from it (an observed corpus ratio with errors in both directions, not a tokenizer measurement); guard_coverage: share of large results that arrived through Read (guarded) vs Grep/Bash/MCP (unguarded);
  • context-guard doctor adds a one-line hook-journal summary (interventions, bytes withheld, hook overhead) for the current project; quote it as observed counts, never as savings.

Privacy: default output uses basename+hash transcript labels and command category+hash labels. Do not ask for --show-paths or --show-commands unless the user explicitly wants local identifiers in the report. Cache-friendliness diagnostics use bounded redacted segment hashes and do not print raw prompt text. Recommendations are heuristics; treat them as hypotheses, especially with small files or records counts.

Caveat: Claude Code transcript schemas can change. Treat this as an operational signal, not billing authority. cache_read/cache_creation and cache_friendliness are provider-cache diagnostics, not proof of ContextGuard-caused token reduction. For billing authority, use Claude Console, cloud-provider billing, or configured OpenTelemetry metrics.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago Changed 8635b1bf0339
  2. 1mo ago Changed · +3 lines 72fae66634ac
  3. 1mo ago First seen · 40 lines · 29 tokens per session scan A 28d596a38bfa

Subscribe to this mod's changes

audit is a skill published in the GitHub repository ictechgy/context-guard (3 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 29 tokens to every session and 647 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other skills, from other repositories

alive:demo

Generate a believable, lived-in ALIVE world from a free-text persona description (custom path) or a deterministic sandbox preset. Routes the create/list/activate/deactivate/delete/status surface and orchestrates the 5-stage subagent generation pipeline.

alivecontext/alive · 52 tokens

alive:system-upgrade

Upgrade ALIVE to the current version. Handles v1/v2/v3.x source states, multi-surface aware (alive-mcp / Hermes / Codex), retroactive version detection, partial-failure resume, dry-run previews, and rollback inspection.

alivecontext/alive · 57 tokens

alive:session-history

Revive sessions (quick or heavy), browse, and search — 'what happened recently?', 'find the session where we discussed X', 'revive yesterday's session'. For single-session recall and multi-session browsing. If the human needs to merge multiple sessions into one working context or detect conflicts between parallel…

alivecontext/alive · 76 tokens

alive:world

The human doesn't know what to work on, or wants to see everything at once. They need the big picture — what's active, what's stale, what needs attention. Renders a live world view grouped by ALIVE domain, then routes to open, tidy, find, history, or map.

alivecontext/alive · 63 tokens

alive:mine-for-context

Deep context extraction from source material. Creates reference bundles, builds extraction plans, tracks what's been extracted, and discovers new targets — people, subjects, patterns, connections. The archaeologist that turns raw sources into structured knowledge. Can be invoked by alive:session-history for targeted…

alivecontext/alive · 63 tokens

alive:settings

The human wants to adjust how the system behaves — not what it contains, but how it feels. Voice, rhythm, preferences, walnut-level config, full permissions toggleable, named squirrel config, action logging toggle. The system adapting to them. Routes to preferences.yaml or walnut config.yaml depending on scope. For…

alivecontext/alive · 84 tokens