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Agent skill

Fireflies Core Workflow B

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

Analyze authorized Fireflies meetings with current transcript filters and use AskFred only under explicit AI-credit, privacy, and citation controls.

MITAuto-check passedResearch & Science

Install Fireflies Core Workflow B

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill fireflies-core-workflow-b -a claude-code

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace fireflies-core-workflow-b --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-core-workflow-b .claude/skills/fireflies-core-workflow-b && 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-core-workflow-b
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
469 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Analyze authorized Fireflies meetings with current transcript filters and use AskFred only under explicit AI-credit, privacy, and citation controls.

  • Works in 7 steps: Define an authorized cohort, time range,… → Use current non-deprecated filters and… → Select only IDs and low-sensitivity… → …
  • Performing scoped discovery
  • 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 Core Workflow B is an agent skill from jeremylongshore/tons-of-skills-marketplace. Analyze authorized Fireflies meetings with current transcript filters and use AskFred only under explicit AI-credit, privacy, and citation controls. Use when performing scoped discovery or meeting Q&A. Trigger with "search Fireflies meetings", "AskFred analysis", or "query meetings for a topic".

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 Research & Science, covering Citation management. 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 scoped discovery
  • With search Fireflies meetings
  • AskFred analysis
  • Query meetings for a topic

Example prompts

  • “search Fireflies meetings”
  • “AskFred analysis”
  • “query meetings for a topic”
  • “/fireflies-core-workflow-b”

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. Define an authorized cohort, time range, keyword, scope, and maximum result count.
  2. Use current non-deprecated filters and page with limit and skip while enforcing a hard cap.
  3. Select only IDs and low-sensitivity metadata during discovery.
  4. Obtain approval and an AI-credit budget before creating an AskFred thread.
  5. Bind meeting IDs or reviewed filters, ask a narrow question, and preserve thread and source identifiers.
  6. Label answers as derived, validate material claims against accessible transcript evidence, and handle follow-ups in the same thread only…
  7. Record request counts, AI-credit outcome, provenance, and retention disposition.

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 Core Workflow B 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 81 tokens; SKILL.md has 469 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~81
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). 469 words, ~1,070 tokens.

Download SKILL.mdSave it as .claude/skills/fireflies-core-workflow-b/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
fireflies-core-workflow-b
description
Analyze authorized Fireflies meetings with current transcript filters and use AskFred only under explicit AI-credit, privacy, and citation controls. Use when performing scoped discovery or meeting Q&A. Trigger with "search Fireflies meetings", "AskFred analysis", or "query meetings for a topic".
allowed-tools
Read, Glob, Grep, Write, Edit
compatibility
Designed for Claude Code; live Fireflies work requires network access
argument-hint
<repository-path> <approved-query>
version
1.12.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, fireflies, search, askfred
model
inherit
effort
high

Fireflies Search and AskFred Analysis

Overview

Keep deterministic transcript discovery separate from generative AskFred analysis. Search results identify candidate records; an AI answer is derived output and must retain meeting provenance.

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

transcripts supports keyword with scope TITLE, SENTENCES, or ALL, ISO-8601 fromDate/toDate, limit up to 50, skip pagination, mine, organizers, participants, and channel_id. title, organizer_email, and participant_email filters are deprecated. AskFred create/continue mutations consume AI credits.

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. Define an authorized cohort, time range, keyword, scope, and maximum result count.
  2. Use current non-deprecated filters and page with limit and skip while enforcing a hard cap.
  3. Select only IDs and low-sensitivity metadata during discovery.
  4. Obtain approval and an AI-credit budget before creating an AskFred thread.
  5. Bind meeting IDs or reviewed filters, ask a narrow question, and preserve thread and source identifiers.
  6. Label answers as derived, validate material claims against accessible transcript evidence, and handle follow-ups in the same thread only when appropriate.
  7. Record request counts, AI-credit outcome, provenance, and retention disposition.

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 (165 more words)Show less

Approval Boundaries

Require approval before sentence-scope search, multi-meeting analysis, creating an AskFred thread, consuming AI credits, or retaining generated answers.

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

  • require_ai_credits: stop and report the budget requirement; do not retry.
  • Deprecated filter rejected: migrate to keyword, organizers, or participants.
  • More than 50 requested: paginate within the approved cap.

Examples

  • "Find approved project reviews this month" uses keyword, TITLE scope, dates, and a cap.
  • "Ask Fred across the whole company" is blocked pending cohort and credit approval.

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-core-workflow-b of jeremylongshore/tons-of-skills-marketplace.

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

Open the folder on GitHubat commit cfae287

Compare with similar skills

Fireflies Core Workflow B 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 Core Workflow B compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Fireflies Core Workflow B this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT
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Systematic Review ScreenerImbad0202/academic-research-skills51k—~8.4kAutomated safety check: PassCustom licence
NetworkxzLanqing/codex-claude-academic-skills4.7k15 repos~3.2kAutomated safety check: PassBSD-3-Clause
Literature Reviewneflibata-feng/MyArxiv-Agent12620 repos~5.9kAutomated safety check: NotesMIT
Openalex Databaseneflibata-feng/MyArxiv-Agent12612 repos~3kAutomated safety check: PassCustom licence

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Categories

Questions about Fireflies Core Workflow B

What does Fireflies Core Workflow B do?

Analyze authorized Fireflies meetings with current transcript filters and use AskFred only under explicit AI-credit, privacy, and citation controls. Fireflies Core Workflow B is an agent skill from jeremylongshore/tons-of-skills-marketplace. Analyze authorized Fireflies meetings with current transcript filters and use AskFred only under explicit AI-credit, privacy, and citation controls.

When should I use Fireflies Core Workflow B?

Fireflies Core Workflow B fits situations like: performing scoped discovery; with search Fireflies meetings; askFred analysis; query meetings for a topic.

How do I install Fireflies Core Workflow B in Claude Code?

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

How do I install Fireflies Core Workflow B in Codex?

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

Can I use Fireflies Core Workflow B 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-core-workflow-b -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-core-workflow-b, .gemini/skills/fireflies-core-workflow-b, .github/skills/fireflies-core-workflow-b and .opencode/skills/fireflies-core-workflow-b in your project.

What does Fireflies Core Workflow B need to run?

Going by SKILL.md and its folder, Fireflies Core Workflow B 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 Core Workflow B 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 Core Workflow B 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 Core Workflow B use?

Fireflies Core Workflow B 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 Core Workflow B use?

About 1.1k tokens (SKILL.md is roughly 4.3k 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 Core Workflow B?

Skills that share tags, products or a category with Fireflies Core Workflow B: Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Networkx (zLanqing/codex-claude-academic-skills, 4.7k stars) and Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Fireflies Core Workflow B?

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.