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Agent skill

Fireflies Reference Architecture

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Design a Fireflies architecture that separates identity, GraphQL reads, privileged mutations, Webhooks V2 intake, queues, sensitive data, and derived outputs.

MITAuto-check passedBackend & APIs

Install Fireflies Reference Architecture

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill fireflies-reference-architecture -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace fireflies-reference-architecture --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/fireflies-reference-architecture .claude/skills/fireflies-reference-architecture && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
fireflies-reference-architecture
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
448 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Design a Fireflies architecture that separates identity, GraphQL reads, privileged mutations, Webhooks V2 intake, queues, sensitive data, and derived outputs.

  • Works in 7 steps: Map actors, principals, environments,… → Keep API and signing secrets in separate… → Place static GraphQL documents behind a… → …
  • Performing system design
  • SKILL.md covers Overview, Prerequisites, Current Contract and Authentication, plus 8 more sections
  • Reaches api.fireflies.ai; needs FIREFLIES_API_KEY and REDACTED_KEY

What it does

Fireflies Reference Architecture is an agent skill from jeremylongshore/tons-of-skills-marketplace. Design a Fireflies architecture that separates identity, GraphQL reads, privileged mutations, Webhooks V2 intake, queues, sensitive data, and derived outputs. Use when performing system design or review. Trigger with "Fireflies architecture", "design Fireflies pipeline", or "Fireflies integration blueprint".

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code; live Fireflies work requires network access

It sits in Backend & APIs, covering Webhooks and GraphQL. It works with GraphQL. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Performing system design
  • With Fireflies architecture
  • Design Fireflies pipeline
  • Fireflies integration blueprint

Example prompts

  • “Fireflies architecture”
  • “design Fireflies pipeline”
  • “Fireflies integration blueprint”
  • “/fireflies-reference-architecture”

Requirements

  • A credential in FIREFLIES_API_KEY
  • A credential in REDACTED_KEY
  • Compatibility (from SKILL.md): Designed for Claude Code; live Fireflies work requires network access
  • Pre-approved tools (allowed-tools): Read, Glob, Grep, Write, Edit

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Map actors, principals, environments, operations, event types, data classes, and sinks.
  2. Keep API and signing secrets in separate managed stores and rotation paths.
  3. Place static GraphQL documents behind a policy-aware service boundary.
  4. Verify and acknowledge webhooks at the edge, then enqueue idempotent jobs.
  5. Fetch only authorized fields and isolate raw, summarized, and derived data stores.
  6. Add per-operation budgets, audit receipts, dead letters, deletion propagation, and rollback controls.
  7. Threat-model cross-team access, replay, duplicate events, stale processing, and downstream leakage.

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Glob
    • Grep
    • Write
    • Edit

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • api.fireflies.ai

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • FIREFLIES_API_KEY
    • REDACTED_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Designed for Claude Code; live Fireflies work requires network access

    From compatibility in the SKILL.md frontmatter.

Context cost

Fireflies Reference Architecture loads about 1.1k tokens when it runs, and up to ~1.5k if it reads all its reference files. Until then it costs about 86 tokens; SKILL.md has 448 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~86
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 448 words, ~1,061 tokens.

Download SKILL.mdSave it as .claude/skills/fireflies-reference-architecture/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
fireflies-reference-architecture
description
Design a Fireflies architecture that separates identity, GraphQL reads, privileged mutations, Webhooks V2 intake, queues, sensitive data, and derived outputs. Use when performing system design or review. Trigger with "Fireflies architecture", "design Fireflies pipeline", or "Fireflies integration blueprint".
allowed-tools
Read, Glob, Grep, Write, Edit
compatibility
Designed for Claude Code; live Fireflies work requires network access
argument-hint
<repository-path> <workflow-scope>
version
1.12.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, fireflies, architecture, governance
model
inherit
effort
high

Fireflies Governed Integration Architecture

Overview

Design a Fireflies architecture that separates identity, GraphQL reads, privileged mutations, Webhooks V2 intake, queues, sensitive data, and derived outputs.

Prerequisites

  • The target repository or integration path and the requested operator outcome.
  • The Fireflies principal, team, environment, and data classification for the work.
  • Current Fireflies documentation, credentials only when needed, and an accountable approver.

Current Contract

Use separate trust boundaries for bearer-authenticated outbound GraphQL, signature-authenticated inbound events, durable orchestration, meeting-content storage, and derived destinations. An event carries an identity, not permission to fetch every field.

Authentication

For authenticated operations, inject FIREFLIES_API_KEY from an approved secret manager and send it only as Authorization: Bearer REDACTED_KEY to https://api.fireflies.ai/graphql. Never print, commit, place in a URL, forward to a browser, or include the key in evidence. Webhook signing secrets are separate credentials and must not be reused as API keys.

Instructions

  1. Map actors, principals, environments, operations, event types, data classes, and sinks.
  2. Keep API and signing secrets in separate managed stores and rotation paths.
  3. Place static GraphQL documents behind a policy-aware service boundary.
  4. Verify and acknowledge webhooks at the edge, then enqueue idempotent jobs.
  5. Fetch only authorized fields and isolate raw, summarized, and derived data stores.
  6. Add per-operation budgets, audit receipts, dead letters, deletion propagation, and rollback controls.
  7. Threat-model cross-team access, replay, duplicate events, stale processing, and downstream leakage.

Tool Discipline

Use Read, Glob, and Grep to inspect code, configuration, tests, and evidence. Use Write/Edit only for approved implementation or documentation changes. Do not query Fireflies, retrieve meeting content, create an AskFred thread, upload media, change account state, replay an event, or deploy merely because this skill was invoked.

Show full SKILL.md (170 more words)Show less

Approval Boundaries

Require approval before adding a new data sink, privileged mutation, team-wide event scope, long-term content store, or cross-tenant processing path.

Output

Return the exact operation or event surface, environment, authorization class, selected field groups, validation results, content-free metrics, decisions, and a concise pass/fail receipt. Keep secrets and meeting-derived content out of general output.

Validation

Before reporting success, rerun the smallest relevant deterministic check, compare actual state with the requested outcome and current contract, verify no secret or meeting-derived content entered logs or artifacts, and record unresolved uncertainty explicitly.

Error Handling

  • Event arrives without fetch authority: acknowledge or quarantine without retrieving content.
  • Downstream write fails: retry idempotently within retention and budget policy.
  • Deletion request cannot propagate: stop new processing and escalate governance ownership.

Examples

  • "Review fireflies governed integration architecture" produces a bounded plan and redacted receipt.
  • A request that widens access or mutates production is paused at the approval boundary.

Resources

Read official Fireflies.ai evidence before relying on a field, filter, event, permission, plan limit, mutation, or processing state.

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/.curated/fireflies-reference-architecture of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/official-docs.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Fireflies Reference Architecture next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Fireflies Reference Architecture compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Fireflies Reference Architecture this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT
Saleor GraphQL API Change Checklistsaleor/saleor23k—~1.2kAutomated safety check: PassBSD-3-Clause
Ar Io Gateway Operatorar-io/ar-io-node127—~8.8kAutomated safety check: NotesAGPL-3.0
Pii DetectorgoSprinto/compliance-skills133—~1.6kAutomated safety check: PassMIT
Bigcommerce APIqdhenry/Claude-Command-Suite1.3k—~1.5kAutomated safety check: PassNone
Shopify Developmentdavila7/claude-code-templates33k7 repos~2.2kAutomated safety check: PassMIT

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Works with

Categories

Questions about Fireflies Reference Architecture

What does Fireflies Reference Architecture do?

Design a Fireflies architecture that separates identity, GraphQL reads, privileged mutations, Webhooks V2 intake, queues, sensitive data, and derived outputs. Fireflies Reference Architecture is an agent skill from jeremylongshore/tons-of-skills-marketplace. Design a Fireflies architecture that separates identity, GraphQL reads, privileged mutations, Webhooks V2 intake, queues, sensitive data, and derived outputs.

When should I use Fireflies Reference Architecture?

Fireflies Reference Architecture fits situations like: performing system design; with Fireflies architecture; design Fireflies pipeline; fireflies integration blueprint.

How do I install Fireflies Reference Architecture in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill fireflies-reference-architecture -a claude-code`. Or copy the skill folder (skills/.curated/fireflies-reference-architecture in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/fireflies-reference-architecture in your project. Claude Code loads it when a task matches its description.

How do I install Fireflies Reference Architecture in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill fireflies-reference-architecture -a codex`. Or copy the skill folder (skills/.curated/fireflies-reference-architecture in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/fireflies-reference-architecture in your project. Codex loads it when a task matches its description.

Can I use Fireflies Reference Architecture in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill fireflies-reference-architecture -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fireflies-reference-architecture, .gemini/skills/fireflies-reference-architecture, .github/skills/fireflies-reference-architecture and .opencode/skills/fireflies-reference-architecture in your project.

What does Fireflies Reference Architecture need to run?

Going by SKILL.md and its folder, Fireflies Reference Architecture needs credentials named FIREFLIES_API_KEY and REDACTED_KEY. Our summary lists: A credential in FIREFLIES_API_KEY; A credential in REDACTED_KEY. Its frontmatter pre-approves these tools: Read, Glob, Grep, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; live Fireflies work requires network access.

Does Fireflies Reference Architecture access the network?

SKILL.md names 1 domain. In commands or code: api.fireflies.ai; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Fireflies Reference Architecture safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Fireflies Reference Architecture use?

Fireflies Reference Architecture is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Fireflies Reference Architecture use?

About 1.1k tokens (SKILL.md is roughly 4.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 431 tokens, read only when the agent opens those files.

What are the alternatives to Fireflies Reference Architecture?

Skills that share tags, products or a category with Fireflies Reference Architecture: Saleor GraphQL API Change Checklist (saleor/saleor, 23k stars), Ar Io Gateway Operator (ar-io/ar-io-node, 127 stars), Pii Detector (goSprinto/compliance-skills, 133 stars) and Bigcommerce API (qdhenry/Claude-Command-Suite, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Fireflies Reference Architecture?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.