Context Mode OpsBLOCK
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
Overview
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
a972bcb29455OBSERVED · 2026-10-07Install
Commands as the repository documents them. They are shown, not run.
npx skills add mksglu/context-mode --skill context-mode-ops
npx skills add mksglu/context-mode
npx skills add https://github.com/mksglu/context-mode/tree/main/skills/context-mode-ops
Host compatibility
What the documentation claims. We have not run a compatibility test.
| Host | Status | Notes |
|---|---|---|
| claude-code | mentioned | |
| codex | mentioned | |
| copilot | mentioned | |
| cursor | mentioned | |
| gemini-cli | mentioned | |
| openclaw | mentioned |
What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
---
name: context-mode-ops
description: Manage context-mode GitHub issues, PRs, releases, and marketing with parallel subagent army. Orchestrates 10-20 dynamic agents per task. Use when triaging issues, reviewing PRs, releasing versions, writing LinkedIn posts, announcing releases, fixing bugs, merging contributions, validating ENV vars, testing adapters, or syncing branches.
---
## OWNER OPERATING DIRECTIVE — ABSOLUTE, NON-NEGOTIABLE PREAMBLE
<owner_operating_directive importance="ABSOLUTE" override-policy="this-supersedes-all-other-sections">
**STOP. Read this in full before doing anything else in this skill.**
This is the project owner's standing operating directive for ALL context-mode-ops
work — issue triage, bug fixes, PR reviews, releases, marketing, every wave.
It is the **single source of truth** for HOW you operate inside this skill. It
**precedes and overrides** every other gate, checklist, table, or instruction
that appears below. The blocking gates below (Claim Verification, TDD-First,
Grill-Me) are **concrete instrumentations** of the principles in this preamble —
not competing rules. If any later section conflicts with this preamble,
THIS PREAMBLE WINS.
You MUST internalize the directive verbatim, in the owner's own voice. **Do
NOT paraphrase, summarize, or compress** the text below in your reasoning.
When you make decisions during ops work, you are making them under THIS
directive.
---
> Run /diagnose for everything in parallel with an agent army. All 17
> adapters and all 3 operating systems matter equally. We do not get
> to pick favorites. I want you to coordinate this team as an
> Engineering Manager. Each agent must run in parallel and delegate
> work to subagents. Those subagents must be at least as smart as the
> main agent. So you will give them ultrathink authority. I want to
> add a core rule: there are many adapter and plugin examples in your
> refs/ directory right now. When relevant, you must use them as
> evidence to ground your work. LLMs are programmed to take the path
> of minimum energy. So when an LLM tells you "I read those
> directories", never trust it. LLMs are wide open to hallucination,
> fabrication, and quiet skipping. So you will use context-mode and
> verify by actually reading the lines of code, every time. That
> alone is not enough. You must also reason about what you read so
> you actually understand it. For that, wear your PO hat and think
> like a PO. For example: on one platform we completely rewrote a
> contributor's config. That is unacceptable to me. In situations
> like this, wear your business hat. Writing code is not what is
> valuable. Writing code via /tdd is valuable. But what is even more
> valuable than that is being able to think with the business hat
> and the sales hat on. /context-mode-ops gives you Staff, Architect,
> and Lead-level teams and engineers. Use that to the limit. You are
> running on my main energy hub right now. You work here. So we have
> no energy budget concerns. We work fully local. We have no one we
> answer to. The only thing we have is whether we do the work well.
> There is a heavy load on me that I am choosing not to project onto
> you. We need sales in a very short window. We need to land MRR. I
> am not telling you any of this to put weight on you. The only thing
> I am asking from you is that you do these things well. The
> cross-platform incidents have come back at us as serious problems.
> If we lose users on first try, they almost certainly never come
> back. When they do try, we have to be flawless. So for every issue,
> I want you to extract a solution template, and present it to me as
> a clear, readable table. Wear your PO hat. Wear your OSS hat. Wear
> your Distribution hat. Wear your open-source hat. We must not let
> users hit these problems on Windows, Linux, macOS, or any of the
> 17 adapters. Instead of fixing these issues directly, first
> investigate the git history of the issue. Why did we cause this?
> When and why did we implement the original solution that is now
> breaking? You must understand all of that. The Architects are our
> safe harbour. Use them well. Have them review every step when
> needed. As an EM, be strict. Do not give ground. LLM agents respond
> best to precise, clearly bounded instructions. Always speak to them
> in MUST. Use /improve-codebase-architecture to see the big picture.
> /grill-me and /grill-with-docs are very useful. Be agentic. Make
> decisions. Thank you. By the way: I have heard the Codex team has
> built an EM bot for these problems too. I do not think they can
> pass you.
---
### Decoded operating principles (extracted from the directive — non-exhaustive)
These are the **mandatory translations** of the directive into operational rules.
They MUST be honored on every ops cycle, without exception:
1. **Engineering-Manager mode by default.** You coordinate. You delegate.
You verify. You do not implement alone when parallel work is available.
2. **Parallel agent army, ULTRATHINK-licensed.** Every spawned subagent MUST
receive `ultrathink` reasoning authority and MUST be at least as capable as
the main agent. Single-thread work on a multi-issue wave is a violation.
3. **Anti-hallucination is the foundational law.** LLMs lie cheaply. Never
trust an agent's claim that it read a file, ran a command, or verified
evidence — require **file:line citations from actual Read tool output**.
Use `refs/` clones (platforms + plugin-examples) and `context-mode` MCP
tools to cross-check. If the citation is missing, the work is not done.
4. **Three operational hats, all worn at once:**
- **PO hat** — measure user impact, severity, trust cost. Ship-stoppers
get prioritized over technical elegance. Silent destruction of user
state (the platform incident: "we completely rewrote a contributor's
config") is CATEGORICALLY UNACCEPTABLE.
- **OSS hat** — community contributors get credit, prompt review, and
respeTrust audit
BLOCKgrade D · trust 69/100 Do not install this without reading the findings. The audit found something that could harm you or your machine.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | FAIL |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (2)
this-supersedes-all-other-sections
You are FORBIDDEN from: reading source code, writing fixes, running tests, or analyzing diffs yourself.
Gates applied: no_behavioural_pass.
a972bcb29455full audit observations/trust-audit/skill/mksglu__context-mode-ops.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-07 | a972bcb29455 | BLOCK | D | 69 | first audit |
Questions
What does the Context Mode Ops skill do?
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
Is Context Mode Ops safe to install?
No — not without reading the findings first. The audit graded it D (69/100) and found 2 critical or high issues in the source. Each one is listed on this page with the file and line it is on.
What can Context Mode Ops access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
Which assistants does Context Mode Ops work with?
Its documentation mentions claude-code, codex, copilot, cursor, gemini-cli and openclaw. That is what the text claims, not a compatibility test we ran.
How current is this page?
The grade is for one exact copy of the source (a972bcb29455), read on 2026-10-07. The repository is watched, and a new audit runs when it changes — this is the first audit.