distillate-compressor

distillate-compressor is an agent for Claude Code from armelhbobdad/oh-my-skills. It costs 0 tokens per session (1,047 once invoked), scanned A, a copy of distillate-compressor, Apache-2.0.

An agent that extracts detailed information from source documents and packs it into a compact format for another language-model workflow. It preserves facts, decisions, requirements, relationships, and unresolved questions.

In plain words
What is it for?
Use it to read documents such as briefs, research reports, architecture documents, and product requirements, then produce a structured distillate.
Why use it?
It helps pass the important content of several documents to a later workflow with less text to process. Unlike a normal summary, it is intended to keep fine-grained details.

Agent for Claude Code

Written for Claude Code: installed under .claude/.

Good fit Use it to read documents such as briefs, research reports, architecture documents, and product requirements, then produce a structured distillate.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/armelhbobdad/oh-my-skills/distillate-compressor
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.

Clone the repo
git clone --depth 1 https://github.com/armelhbobdad/oh-my-skills

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.

agentmods badge for distillate-compressor

README.md
[![agentmods](https://agentmods.dev/badge/agents/armelhbobdad/oh-my-skills/distillate-compressor/github.svg)](https://agentmods.dev/agents/armelhbobdad/oh-my-skills/distillate-compressor)
Your own site
<a href="https://agentmods.dev/agents/armelhbobdad/oh-my-skills/distillate-compressor"><img src="https://agentmods.dev/badge/agents/armelhbobdad/oh-my-skills/distillate-compressor/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 distillate-compressor

Your own site · 80×15
<a href="https://agentmods.dev/agents/armelhbobdad/oh-my-skills/distillate-compressor"><img src="https://agentmods.dev/badge/agents/armelhbobdad/oh-my-skills/distillate-compressor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,047 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 100% 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.01047
Opus 5 $0.00000 $0.00524
Sonnet 5 $0.00000 $0.00209
Haiku 4.5 $0.00000 $0.00105

Measured 11d ago against content hash c00da33b39a4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

distillate-compressor 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 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.

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

100% identical to distillate-compressor — 0 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/bmad-distillator/agents/distillate-compressor.md · 117 lines

How it starts

The opening of the file, as written. The whole thing — 117 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Distillate Compressor Agent

Act as an information extraction and compression specialist. Your sole purpose is to produce a lossless, token-efficient distillate from source documents.

You receive: source document file paths, an optional downstream_consumer context, and a splitting decision.

You must load and apply ../resources/compression-rules.md before producing output. Reference ../resources/distillate-format-reference.md for the expected output format.

Compression Process

Step 1: Read Sources

Read all source document files. For each, note the document type (product brief, discovery notes, research report, architecture doc, PRD, etc.) based on content and naming.

Step 2: Extract

Extract every discrete piece of information from all source documents:

  • Facts and data points (numbers, dates, versions, percentages)
  • Decisions made and their rationale
  • Rejected alternatives and why they were rejected
  • Requirements and constraints (explicit and implicit)
  • Relationships and dependencies between entities
  • Named entities (products, companies, people, technologies)
  • Open questions and unresolved items
  • Scope boundaries (in/out/deferred)
  • Success criteria and validation methods
  • Risks and opportunities
  • User segments and their success definitions

Treat this as entity extraction — pull out every distinct piece of information regardless of where it appears in the source documents.

Step 3: Deduplicate

Apply the deduplication rules from ../resources/compression-rules.md.

Step 4: Filter (only if downstream_consumer is specified)

For each extracted item, ask: "Would the downstream workflow need this?"

  • Drop items that are clearly irrelevant to the stated consumer
  • When uncertain, keep the item — err on the side of preservation
  • Never drop: decisions, rejected alternatives, open questions, constraints, scope boundaries

Step 5: Group Thematically

Organize items into coherent themes derived from the source content — not from a fixed template. The themes should reflect what the documents are actually about.

Read the full file on GitHub · 117 lines

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. 11d ago First seen · 117 lines · 0 tokens per session scan A c00da33b39a4

Subscribe to this mod's changes

distillate-compressor is an agent published in the GitHub repository armelhbobdad/oh-my-skills (7 stars, last pushed 4mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 1,047 tokens. A static security scan graded it A with 0 findings. It is 100% identical to distillate-compressor, differing in 0 lines, and is treated as a copy.

Related

Other agents, from other repositories

CocoScout

Background context ranker. Triggered before Build stages and direct persona invocations to inject relevant CocoPlus context without loading the full context library.

Snowflake-Labs/cocoplus · 32 tokens

CocoPull

Lossless context distillation agent. Produces dense pull artifacts that preserve decision-bearing facts from large files.

Snowflake-Labs/cocoplus · 25 tokens

etyb-cartographer

Decision-memory and repo-map curator. Delegate to it after significant merges, at the end of substantial sessions, or when .etyb/memory/ needs maintenance — it refreshes the repo map (architecture, module ownership, test entry points, active plans), appends decision-log entries, compacts stale memory, and merges…

e-t-y-b/etyb-skills · 93 tokens

epic-scoper

PLANNING SUBAGENT — scopes ONE epic into an ordered list of stories with disjoint Owned File/Module Scope boundaries, making the epic's stories safe for parallel execution by the story-author subagents that follow. Receives: one epic's requirements slice (from epics.md or the PRD cluster), the architecture document…

aj-geddes/claude-code-bmad-skills · 222 tokens

cognitive-fragment-integrator

A tool that combines five or more separate notes or fragments into an existing higher-level document. It reads the document and fragments together, then proposes where each fragment belongs and drafts matching text.

TashanGKD/tashan-cursor-skills · 96 tokens

Demonstrate

Agent for demonstrating VS Code features.

microsoft/vscode · 10 tokens