rm-contextos 0.1.2

A context operating system for AI coding agents

ContextOS

A context operating system for AI coding agents.

ContextOS sits between your repository and your AI agent. It scans your code, understands what matters for your current task, enforces a token budget, redacts secrets, and exports a clean context pack in the format your tool expects.

your repo  ──►  contextos pack --task "fix auth bug" --budget 8000  ──►  CLAUDE_CONTEXT.md

No LLM calls. No network. No token waste.

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Demo — Real Repo (FastAPI)

Running ContextOS against the FastAPI source:

$ contextos init
$ contextos scan

Scanning /fastapi …

Files indexed : 2,811
Files skipped : 194
Token estimate : ~5,066,968

  Language breakdown
┏━━━━━━━━━━━━┳━━━━━━━┓
┃ Language   ┃ Files ┃
┡━━━━━━━━━━━━╇━━━━━━━┩
│ Markdown   │  1563 │
│ Python     │  1129 │
│ YAML       │    43 │
│ Shell      │     5 │
└────────────┴───────┘

$ contextos pack . \
    --task "fix dependency injection bug where nested dependencies are resolved twice" \
    --budget 8000

Packing /fastapi
  Task         : fix dependency injection bug where nested dependencies are resolved twice
  Budget       : 8,000 tokens
  Format       : md
  ⚠  141 secret(s) detected and redacted with [REDACTED_*]
  Context files: ~7,998 tokens  (budget: 8,000)
  Pack total   : ~65,151 tokens (incl. metadata)
  Selected     : 191 files  (2,620 excluded)

✓ Pack written to .contextos/context_pack.md

Top-ranked files in the output (keyword + import-centrality scoring):

File	Score	Reason
fastapi/dependencies/utils.py	31.2	keyword: dependencies, inject; 28 dependents
fastapi/__init__.py	25.4	import centrality: 31 files depend on it
tests/test_dependency_duplicates.py	18.9	keyword: dependency, duplicate
fastapi/routing.py	14.1	keyword: inject; 12 dependents

141 secrets auto-redacted — FastAPI's docs contain many example JWT tokens and API keys. All were replaced with [REDACTED_*] before the pack was written.

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Why ContextOS

AI coding agents are only as good as the context they receive. Three common failure modes:

Problem	What happens	Cost
Dump the whole repo	Agent sees 200 files, most irrelevant	Wastes tokens, hits context limits
Manual copy-paste	Developer picks files by hand	Slow, misses dependencies
Let the agent search	Agent spends turns reading the wrong files	Slow, error-prone

ContextOS solves this by selecting context automatically — ranking files by relevance to your task, honouring a token budget, surfacing import dependencies, and writing output in the right format for each tool.

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ContextOS vs Headroom

These tools are complementary, not competing.

	ContextOS	Headroom
What it does	Selects the right files from your repo	Compresses text that's already selected
Input	A repository	A block of text
Output	A focused context pack	The same text, shorter
When to use	Always — pick what goes in	Optionally — shrink what you picked

Run them together:

contextos pack . --task "fix auth" --budget 8000 --compress headroom

ContextOS selects; Headroom compresses. The agent receives maximum signal per token.

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Quickstart

pip install rm-contextos

cd my-project

# 1. Initialize the .contextos/ directory
contextos init

# 2. Scan the repo (builds file index + dependency graph)
contextos scan

# 3. Set the active task
contextos task "fix auth bug — token expiry not validated on refresh"

# 4. Pack context for your budget
contextos pack . --task "fix auth bug" --budget 8000

# 5. Export for your tool
contextos export claude --task "fix auth bug"

Load into Claude Code:

/add .contextos/CLAUDE_CONTEXT.md

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CLI Reference

contextos init [directory]

Creates .contextos/ with template files. Safe to run repeatedly — existing files are skipped.

contextos init                  # current directory
contextos init ./my-project     # specific path
contextos init --force          # reset all files to templates

Creates:

.contextos/
├── CURRENT_TASK.md     active task description
├── MEMORY.md           persistent notes (append-only)
├── DECISIONS.md        architectural decision log (append-only)
└── PROJECT_INDEX.md    repo overview (editable)

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contextos scan [repo]

Walks the repo, classifies files by language, extracts import relationships, and writes a file index.

contextos scan                  # current directory
contextos scan ./my-project
contextos scan --no-index       # print stats only, no output files

Writes:

.contextos/
├── file_summaries.json         per-file token estimates and metadata
├── dependency_graph.json       import graph
└── PROJECT_INDEX.md            auto-generated project overview

Sample output:

Scanning /home/user/my-project …

Files indexed : 42
Files skipped : 3
Token estimate : ~18,400

┌─ Language breakdown ─────────────────┐
│ Language    │ Files                  │
│─────────────│────────────────────────│
│ python      │ 28                     │
│ markdown    │ 8                      │
│ json        │ 4                      │
│ yaml        │ 2                      │
└─────────────────────────────────────┘

✓ Written to /home/user/my-project/.contextos

---

contextos task [description|show|clear]

Sets or displays the active task in .contextos/CURRENT_TASK.md.

contextos task "add rate limiting to the API"   # set task
contextos task show                              # display current task
contextos task clear                             # reset to blank template

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contextos pack [repo]

Selects the most relevant files for the current task within the token budget, and writes a context pack.

contextos pack . --task "fix auth bug" --budget 8000
contextos pack . --task "refactor DB" --budget 4000 --no-source
contextos pack . --task "add tests"   --budget 16000 --no-tests
contextos pack . --task "fix auth"    --budget 8000  --format json
contextos pack . --task "fix auth"    --budget 8000  --compress headroom

Option	Default	Description
--task	required	Task description for relevance ranking
--budget	8000	Token budget
--format	md	Output format: md, json
--no-source	off	Summaries only; no source code embedded
--no-tests	off	Exclude test files from selection
--no-timestamp	off	Omit timestamp (reproducible output)
--compress headroom	off	Apply Headroom compression after selection
--allow-sensitive	off	[DANGEROUS] Disable secret redaction
--out <path>	off	Also write output to this path

Sample output:

Packing /home/user/my-project
  Task         : fix auth bug
  Budget       : 8,000 tokens
  Format       : md

  Tokens (pack): ~5,840
  Selected     : 4 files  (38 excluded)

✓ Pack written to .contextos/context_pack.md

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contextos export <tool>

Generates a tool-specific context file from your repo and active task.

contextos export claude  --repo . --task "fix auth bug"
contextos export codex   --repo . --task "fix auth bug"
contextos export cursor  --repo . --task "fix auth bug"
contextos export aider   --repo . --task "fix auth bug"

Command	Output	Load with
export claude	CLAUDE_CONTEXT.md	/add .contextos/CLAUDE_CONTEXT.md
export codex	CODEX_CONTEXT.md	Add to AGENTS.md or --context flag
export cursor	CURSOR_CONTEXT.md	Add to .cursor/rules/
export aider	AIDER_CONTEXT.md	aider --read .contextos/AIDER_CONTEXT.md

All export commands share the same options as pack: --budget, --no-source, --no-tests, --no-timestamp, --allow-sensitive, --out.

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contextos memory

Manages persistent notes and architectural decisions.

# Append a note to MEMORY.md
contextos memory add "auth module expects UTC timestamps everywhere"

# Record an architectural decision
contextos memory decision "use bcrypt with cost factor 12"
contextos memory decision "adopt trunk-based development" --status proposed

# Display current memory and decisions
contextos memory list

# Alias for add
contextos memory update "clarification on the above"

Memory entries are timestamped, append-only, and never overwritten automatically.

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Sample Context Pack

# ContextOS Context Pack

> Generated: 2026-06-29T14:23:01+00:00

## Task

fix auth bug — token expiry not validated on refresh

## Context Files

### `app/auth.py` (full)

*Score: 0.94 — keyword match: auth, token; import centrality: 3 dependents*

[source code]

### `app/routes/users.py` (full)

*Score: 0.81 — keyword match: auth, refresh; imports app/auth.py*

[source code]

### `app/models.py` (summary)

*Score: 0.52 — imported by app/auth.py*

> Pydantic models: User, Token, TokenData, UserCreate

## Token Budget

| Metric | Value |
|--------|-------|
| Budget | 8,000 tokens |
| Used | 5,840 tokens |
| Files selected | 4 |
| Files excluded | 38 |

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Safety Model

ContextOS is designed to be safe to run in any environment.

Read-only — ContextOS never modifies source files. All writes go to .contextos/ only.

Secret redaction — The following patterns are automatically detected and replaced with [REDACTED_*] before any context pack is written:

Pattern	Redacted as
OpenAI API keys (sk-...)	[REDACTED_OPENAI_KEY]
Anthropic API keys (sk-ant-...)	[REDACTED_ANTHROPIC_KEY]
AWS access key IDs (AKIA...)	[REDACTED_AWS_KEY_ID]
AWS secret access keys	[REDACTED_AWS_SECRET]
GitHub tokens (ghp_, gho_, ...)	[REDACTED_GITHUB_TOKEN]
JWTs (eyJ...)	[REDACTED_JWT]
PEM private keys	[REDACTED_PRIVATE_KEY]
Slack tokens (xoxb-...)	[REDACTED_SLACK_TOKEN]
Stripe live keys (sk_live_...)	[REDACTED_STRIPE_SECRET]
Database URLs with passwords	[REDACTED_DB_PASSWORD]
Authorization: Bearer headers	[REDACTED_BEARER_TOKEN]
PASSWORD=, API_KEY=, etc.	[REDACTED_SECRET]

Secret-named files (.env, id_rsa, *.pem, credentials.json, ...) are excluded from context packs entirely. .env.example and .env.sample are safe and included.

No network by default — ContextOS makes zero network calls unless you pass --compress headroom.

No LLM calls — Context selection uses keyword matching and import graph analysis. No AI is invoked during packing.

Memory safety — contextos memory add rejects notes containing embedded secrets.

See docs/SAFETY.md for the full safety model.

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Roadmap

Phase	Version	Status	Goal
MVP	v0.1	shipped	CLI, scanner, selector, exporters, 930 tests
AST	v0.2	planned	tree-sitter chunking, symbol-level ranking
Compression	v0.3	planned	Headroom integration complete, --compress
DX	v0.4	planned	--diff, pre-commit hooks, VS Code extension
Stable	v1.0	future	Python SDK, plugin system, embedding ranking

See docs/ROADMAP.md for milestone details.

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Requirements

• Python 3.11+

Optional:

• tiktoken — accurate token counting (falls back to regex approximation)
• headroom-ai — local compression proxy (pip install headroom-ai)

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Documentation

Doc	Contents
docs/INSTALL.md	Full installation guide
docs/USAGE.md	Detailed CLI usage with examples
docs/ARCHITECTURE.md	Pipeline, data models, design decisions
docs/SAFETY.md	Secret detection, redaction, safety guarantees
docs/HEADROOM.md	Headroom integration setup and usage
docs/CONTRIBUTING.md	Development setup, conventions, PR guide
docs/ROADMAP.md	Versioned milestones and non-goals
examples/README.md	Workflow walkthroughs for example projects

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Contributing

PRs welcome. See docs/CONTRIBUTING.md.

git clone https://github.com/Rohithmatham12/ContextOS
cd ContextOS
python -m venv .venv && source .venv/bin/activate
pip install -e ".[dev]"
pytest                          # 980 tests, must all pass
ruff check contextos/ tests/    # zero warnings

Project Structure

contextos/
├── cli/
│   ├── main.py      # Typer CLI entrypoint
│   └── commands/    # init, scan, task, memory, pack, export commands
├── core/            # scanner, summaries, dependency graph, selection, pack builder
└── exporters/       # Claude, Codex, Cursor, and Aider renderers
tests/
├── cli/             # CLI behavior tests
├── core/            # scanner, graph, selector, safety, compression tests
└── exporters/       # tool-specific exporter tests

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License

Apache-2.0. See LICENSE.

No telemetry. No accounts. No cloud.