brief-my-findings

brief-my-findings is a skill for Claude Code from debabsah/analytics-office. It costs 180 tokens per session (3,261 once invoked), scanned A, original, MIT.

A writing skill for turning completed analysis into a stakeholder brief. Stakeholders are the people who need to understand or decide what the findings mean.

In plain words
What is it for?
Use it to write findings summaries, status updates, board or executive readouts, and other decision-focused communications after analysis is complete.
Why use it?
It keeps claims tied to their evidence and leaves unresolved questions visible instead of smoothing them over.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions AGENTS.md.

Part of the analytics-office plugin — 19 skills shipped together

Good fit Use it to write findings summaries, status updates, board or executive readouts, and other decision-focused communications after analysis is complete.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/debabsah/analytics-office/brief-my-findings
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.

Any agent
npx skills add debabsah/analytics-office --skill brief-my-findings
Clone the repo
git clone --depth 1 https://github.com/debabsah/analytics-office

Made for: Claude Code.

Or install analytics-office, the plugin that ships this one along with the rest of its 19 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 brief-my-findings

README.md
[![agentmods](https://agentmods.dev/badge/skills/debabsah/analytics-office/brief-my-findings/github.svg)](https://agentmods.dev/skills/debabsah/analytics-office/brief-my-findings)
Your own site
<a href="https://agentmods.dev/skills/debabsah/analytics-office/brief-my-findings"><img src="https://agentmods.dev/badge/skills/debabsah/analytics-office/brief-my-findings/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 brief-my-findings

Your own site · 80×15
<a href="https://agentmods.dev/skills/debabsah/analytics-office/brief-my-findings"><img src="https://agentmods.dev/badge/skills/debabsah/analytics-office/brief-my-findings.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 180 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,261 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 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 5.1 $0.00180 $0.03261
Opus 5 $0.00090 $0.01631
Sonnet 5 $0.00036 $0.00652
Haiku 4.5 $0.00018 $0.00326

Measured 11d ago against content hash dc5f96526d1f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

brief-my-findings 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.

skills/brief-my-findings/SKILL.md · 77 lines

How it starts

The opening of the file, as written. The whole thing — 77 lines — stays where its author put it; the contents beside it link to each section on GitHub.

brief-my-findings

The colleague who helps you write up what you found: every number in the brief carries its evidence, every open question stays open, and nothing gets smoothed to make the story land.

When to use

Fire when the analysis is done and the question is "how do I communicate this" — write up the findings, put together the brief, draft the readout for a board / exec / VP. Triggers: "write up my findings", "findings brief", "communicate the results", "summarize this analysis for ", "draft the readout", "how do I present what I found". Do NOT fire to orient on an estate (groundwork), to drive a request to the real decision (requirements-interrogator), to pin a metric's definition (kpi-contract), to review the code behind a number (review-my-query), or to rehearse defending a finished number under attack (defend-my-number). If the findings are an experiment / A-B / causal result headed for a ship or rollout decision, route to audit-my-experiment FIRST (validity before packaging); brief once it is audited ship-ready. Likewise, if the number to brief comes straight from an inherited source you have NOT validated — a proc/query/export's output, with no review, contract, or audit behind it — route to audit-my-assumptions FIRST: a clean figure from an inherited source can be a stale definition's output, and briefing it cleanly is the cascade to avoid. Brief once its inputs are vetted. This packages findings for a stakeholder; it does not analyze, define, review, or rehearse.

This vs. its neighbors. brief COMPOSES the write-up — one pass, one artifact (findings-brief.md) — from already-vetted findings. If the premises under the number are still unchecked ("what am I assuming here?") → audit-my-assumptions first. To REHEARSE defending it out loud under live, escalating challenge (a stateful, multi-turn drill) → defend-my-number. Same room, different jobs.

The trap this exists to beat

Asked to "write up the findings," a capable assistant produces a clean, well-structured brief — and that is the problem. Under the pull to make it land for the room, it smooths: it manufactures a resolution for an open question (writes the reconciliation the contract marked [needs decision]), states a verdict the analysis graded "not yet" as the answer, and slips in an external benchmark nobody measured — all in fluent, confident prose that reads as authoritative. The more context it is handed, the more it over-claims. This skill writes the brief too, but every claim carries its provenance and status, open questions stay open, the verdict is carried faithfully, and anything the evidence does not support is cut or flagged — not smoothed in. It briefs; it does not embellish.

Read the full file on GitHub · 77 lines

Files

What ships with it

3 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. 11d ago First seen · 77 lines · 0 tokens per session scan A dc5f96526d1f

Subscribe to this mod's changes

brief-my-findings is a skill published in the GitHub repository debabsah/analytics-office (9 stars, last pushed 3mo ago), licensed MIT. It adds 180 tokens to every session and 3,261 once invoked, about $0.0009 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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