A command for recording agent interactions and later labels in an append-only JSONL log. JSONL stores one JSON record per line.

It helps record model and tool calls, capture errors and issue links, and label interactions as good or bad with reasons.

It preserves an audit trail without changing earlier records, making agent prompts, answers, tool calls, and evaluations traceable.

How NguyenSiTrung/Conductor-Beads configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to NguyenSiTrung/Conductor-Beads. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/NguyenSiTrung/Conductor-Beads/main/.claude/skills/beads/commands/audit.md

Clone the repo

git clone --depth 1 https://github.com/NguyenSiTrung/Conductor-Beads

Made for: Claude Code.

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.

README.md

[![agentmods](https://agentmods.dev/badge/commands/nguyensitrung/conductor-beads/audit/github.svg)](https://agentmods.dev/commands/nguyensitrung/conductor-beads/audit)

Your own site

<a href="https://agentmods.dev/commands/nguyensitrung/conductor-beads/audit"><img src="https://agentmods.dev/badge/commands/nguyensitrung/conductor-beads/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.

Your own site · 80×15

<a href="https://agentmods.dev/commands/nguyensitrung/conductor-beads/audit"><img src="https://agentmods.dev/badge/commands/nguyensitrung/conductor-beads/audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 11 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 253 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 89% copy Near-identical to another mod 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.

Model	Per session	Once invoked
Fable 5.1	$0.00011	$0.00253
Opus 5.5	$0.00004	$0.00101
Sonnet 5.5	$0.00002	$0.00051
Haiku 4.5	$0.00001	$0.00025

Measured 2mo ago against content hash a060c2d6c8a6, 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 2mo 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.

Origin

This is a copy

89% identical to audit — 5 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.claude/skills/beads/commands/audit.md · 29 lines

What it actually says

Append-only audit logging for agent interactions (prompts, responses, tool calls) in .beads/interactions.jsonl.

Each line is one event. Labeling is done by appending a new "label" event referencing a previous entry.

Usage

Record an interaction:
- bd audit record --kind llm_call --model "claude-3-5-haiku" --prompt "..." --response "..."
- bd audit record --kind tool_call --tool-name "go test" --exit-code 1 --error "..." --issue-id bd-42
Pipe JSON via stdin:
- cat event.json | bd audit record
Label an entry:
- bd audit label int-a1b2 --label good --reason "Worked perfectly"
- bd audit label int-a1b2 --label bad --reason "Hallucinated a file path"

Notes

Audit entries are append-only (no in-place edits).
bd dolt commit includes .beads/interactions.jsonl in the commit.

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.

2mo ago First seen · 29 lines · 11 tokens per session scan A a060c2d6c8a6

Subscribe to this mod's changes

audit is a command published in the GitHub repository NguyenSiTrung/Conductor-Beads (23 stars, last pushed 8mo ago), licensed Apache-2.0. It adds 11 tokens to every session and 253 once invoked, about $0.0000 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 89% identical to audit, differing in 5 lines, and is treated as a copy.

audit next to 6 commands from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
auditNguyenSiTrung/Conductor-Beads	Command	23	8mo ago	Apache-2.0	A	11	Claude Code
checklistgithub/spec-kit	Command	148k	yesterday	MIT	A	13	Claude Code
clarifygithub/spec-kit	Command	148k	yesterday	MIT	A	27	Claude Code
specifygithub/spec-kit	Command	148k	yesterday	MIT	A	13	Claude Code
analyzegithub/spec-kit	Command	148k	yesterday	MIT	A	26	Claude Code
convergegithub/spec-kit	Command	148k	yesterday	MIT	A	35	Claude Code
implementgithub/spec-kit	Command	148k	yesterday	MIT	A	14	Claude Code

Conductor-Beads: Command for Claude Code