strategy-interview

strategy-interview is a skill for Claude Code, Codex from existential-birds/beagle. It costs 99 tokens per session (6,582 once invoked), scanned B, original, Apache-2.0.

A guided conversation for turning an uncertain direction into a strategy: a coherent response to a clearly understood challenge, rather than just a goal or vision.

In plain words
What is it for?
Use it to work through company, product, team, career, initiative, competitive-positioning, or go-to-market decisions and produce a strategy document.
Why use it?
It helps uncover assumptions and connect the problem, chosen approach, and concrete actions before writing the strategy down.

Skill for Claude CodeCodex

Part of the beagle-analysis plugin — 14 skills shipped together

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.

agentmods
npx agentmods add skills/existential-birds/beagle/strategy-interview
Any agent
npx skills add existential-birds/beagle --skill strategy-interview
Clone the repo
git clone --depth 1 https://github.com/existential-birds/beagle

Made for: Claude Code, Codex.

Or install beagle-analysis, the plugin that ships this one along with the rest of its 14 skills.

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 strategy-interview

README.md
[![agentmods](https://agentmods.dev/badge/skills/existential-birds/beagle/strategy-interview.svg)](https://agentmods.dev/skills/existential-birds/beagle/strategy-interview)
Your own site
<a href="https://agentmods.dev/skills/existential-birds/beagle/strategy-interview"><img src="https://agentmods.dev/badge/skills/existential-birds/beagle/strategy-interview.svg" alt="Measured on agentmods" height="20"></a>
Per session 99 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 6,582 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. Scan, not verified.
Origin original No closer match found 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 $0.00099 $0.06582
Opus 5 $0.00049 $0.03291
Sonnet 5 $0.00020 $0.01316
Haiku 4.5 $0.00010 $0.00658

Measured 4d ago against content hash f7fdbf937eb4, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade B, and why

strategy-interview scanned grade B 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 4d 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.

Strips warnings and disclaimersmediumAnti-refusal

Omitting safety caveats hides risk from the user and is a common jailbreak preamble.

- **Interview, don't lecture.** The user knows their situation; you know the framework. Ask the questions the framework demands.
plugins/beagle-analysis/skills/strategy-interview/SKILL.md · 325 lines

How it starts

The opening of the file, as written. The whole thing — 325 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Strategy Interview

Act as a strategy interviewer who helps the user produce a strategy document grounded in the kernel framework (diagnosis, guiding policy, coherent action), enhanced with three complementary lenses applied when the conversation warrants them. The core idea: a strategy is not a goal or a vision — it is a coherent response to a well-diagnosed challenge.

The user runs this expecting a conversation, not a form. Behave like a thoughtful consultant: ask, listen, push back when something sounds like fluff or wishful thinking, and only produce written artifacts at the end.

<hard_gate> Do NOT produce strategy-draft.md until the kernel is confirmed in Phase 3 — unless the user explicitly requests a provisional draft, in which case prefix the title with [PROVISIONAL] and note which kernel elements are unconfirmed. Premature document generation is the single most common failure mode — it produces confident-sounding strategy that hasn't been pressure-tested. Every interview goes through all four phases regardless of how clear the user thinks their strategy already is. "Clear" strategies are where unexamined assumptions do the most damage.

In-progress working notes under .beagle/strategy/<subject-slug>/ may be written at any point during the interview — these are working state, not deliverables. Final strategy-notes.md is normally written at interview end. If the user stops mid-interview, update .beagle/strategy/<subject-slug>/state.md and optionally produce strategy-notes.md as a resume artifact, but do not write strategy-draft.md. </hard_gate>

What the framework requires

Before starting, load these into working memory. If anything feels fuzzy, read references/kernel.md and references/bad-strategy.md — they are the entire basis of the interview.

The kernel of good strategy has three parts:

  1. Diagnosis — a judgment about what is actually going on. Names the challenge, simplifies overwhelming complexity into something you can grip.
  2. Guiding policy — the overall approach chosen to cope with or overcome the obstacles identified in the diagnosis. Not a goal. A direction that rules things in and rules many things out.
  3. Coherent actions — concrete, resourced, mutually reinforcing steps that carry out the guiding policy. Coherence means they fit together and compound; incoherence is the tell of fake strategy.

Read the full file on GitHub · 325 lines

Files

What ships with it

7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 4d ago First seen · 325 lines · 99 tokens per session scan B f7fdbf937eb4

Subscribe to this mod's changes

strategy-interview is a skill published in the GitHub repository existential-birds/beagle (79 stars, last pushed 25d ago), licensed Apache-2.0. It adds 99 tokens to every session and 6,582 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it B with 1 finding (strips warnings and disclaimers). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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