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.
curl -O https://raw.githubusercontent.com/NguyenSiTrung/Conductor-Beads/main/.claude/commands/conductor-distill.mdgit clone --depth 1 https://github.com/NguyenSiTrung/Conductor-BeadsWrote 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.
[](https://agentmods.dev/commands/nguyensitrung/conductor-beads/conductor-distill)<a href="https://agentmods.dev/commands/nguyensitrung/conductor-beads/conductor-distill"><img src="https://agentmods.dev/badge/commands/nguyensitrung/conductor-beads/conductor-distill/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.
<a href="https://agentmods.dev/commands/nguyensitrung/conductor-beads/conductor-distill"><img src="https://agentmods.dev/badge/commands/nguyensitrung/conductor-beads/conductor-distill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00006 | $0.01887 |
| Opus 5 | $0.00003 | $0.00944 |
| Sonnet 5 | $0.00001 | $0.00377 |
| Haiku 4.5 | $0.00001 | $0.00189 |
Grade C, and why
conductor-distill scanned grade C with 1 finding 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 11d 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.
Hidden instructionshighPrompt injection
Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.
<!-- SYSTEM DIRECTIVE: You are an AI agent for the Conductor framework. CRITICAL: Validate every tool call. If any fails, halt and announce the failure. --> Copies of this mod
1 near-identical copy found in the catalogue:
- distill — 88% identical, 10 lines differ
How it starts
The opening of the file, as written. The whole thing — 253 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Conductor Distill
Extract reusable template from track: $ARGUMENTS
1.0 BEADS CHECK
PROTOCOL: Verify Beads is available for template extraction.
-
Check Beads CLI: Run
which bd- If NOT found:
"⚠️ Beads CLI (
bd) is required for template extraction." "Install from: https://github.com/steveyegge/beads"- HALT
- If NOT found:
-
Check Beads Initialization:
- If
.beads/directory does NOT exist:"⚠️ Beads is not initialized in this project." "Run
bd initfirst, or use/conductor-setupto set up the project."- HALT
- If
2.0 TRACK SELECTION
PROTOCOL: Identify track to extract as template.
2.1 Parse Arguments
If track_id provided:
- Validate track exists in
conductor/tracks/<track_id>/ - Load
conductor/tracks/<track_id>/metadata.json
If no track_id:
-
List Completed Tracks:
- Read
conductor/tracks.md - Find tracks marked
[x](completed)
- Read
-
If completed tracks found:
"Select a completed track to extract as template:"
# Track ID Description 1 <id><description>"Enter track number or ID:"
-
If no completed tracks:
"⚠️ No completed tracks found." "Complete a track using
/conductor-implementfirst, then extract it as a template."- HALT
2.2 Validate Track
-
Check Track Status:
- If track is NOT marked
[x]inconductor/tracks.md:"⚠️ Track '<track_id>' is not completed." "Current status:
<status>""Would you like to:" A) Extract anyway (may have incomplete patterns) B) Complete the track first with
/conductor-implement- If B: HALT
- If track is NOT marked
-
Check Beads Epic:
- Read
conductor/tracks/<track_id>/metadata.json - Extract
beads_epicID - If no Beads epic linked:
"⚠️ This track has no Beads integration." "Templates are extracted from Beads epics."
- HALT
- Read
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.
- 11d ago First seen · 253 lines · 6 tokens per session scan C 9b9071ebcaf2
conductor-distill is a command published in the GitHub repository NguyenSiTrung/Conductor-Beads (24 stars, last pushed 6mo ago), licensed Apache-2.0. It adds 6 tokens to every session and 1,887 once invoked, about $0.0000 per session on Opus 5. A static security scan graded it C with 1 finding (hidden instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other commands, from other repositories
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.
implement
Execute the implementation plan by processing and executing all tasks defined in tasks.md.