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Agent skill

Fireflies Local Dev Loop

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

Build a deterministic Fireflies development loop with recorded synthetic GraphQL fixtures, schema-contract tests, and no dependency on production meeting data.

MITAuto-check passedBackend & APIs

Install Fireflies Local Dev Loop

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill fireflies-local-dev-loop -a claude-code

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace fireflies-local-dev-loop --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-local-dev-loop .claude/skills/fireflies-local-dev-loop && 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-local-dev-loop
GitHub stars
2.8k
Token cost
~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

Build a deterministic Fireflies development loop with recorded synthetic GraphQL fixtures, schema-contract tests, and no dependency on production meeting data.

  • Works in 7 steps: Map the integration's operations and… → Create synthetic meetings with invented… → Record the exact GraphQL envelope shape,… → …
  • Debugging locally
  • 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 Local Dev Loop is an agent skill from jeremylongshore/tons-of-skills-marketplace. Build a deterministic Fireflies development loop with recorded synthetic GraphQL fixtures, schema-contract tests, and no dependency on production meeting data. Use when implementing or debugging locally. Trigger with "Fireflies local development", "mock Fireflies GraphQL", or "Fireflies test fixture".

Its SKILL.md is about 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 GraphQL, Integration testing and Test data and fixtures. 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

  • Debugging locally
  • With Fireflies local development
  • Mock Fireflies GraphQL
  • Fireflies test fixture

Example prompts

  • “Fireflies local development”
  • “mock Fireflies GraphQL”
  • “Fireflies test fixture”
  • “/fireflies-local-dev-loop”

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 the integration's operations and selected fields before creating fixtures.
  2. Create synthetic meetings with invented IDs, speakers, sentences, summaries, and timestamps.
  3. Record the exact GraphQL envelope shape, including errors and extensions where used.
  4. Place the transport behind an injectable interface and route local tests to a deterministic mock server.
  5. Add contract tests for null fields, pagination, partial data, and redaction.
  6. Keep live tests opt-in, read-only, narrowly selected, and disabled without an explicit test key.
  7. Document how fixtures are refreshed after a reviewed schema change.

What it can do on your machine

Read from SKILL.md and the folder at commit 23ea8d4. 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 Local Dev Loop loads about 1k tokens when it runs, and up to ~1.5k if it reads all its reference files. Until then it costs about 82 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
~82
When it runs · the whole SKILL.md, loaded when a task matches
~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 23ea8d4, republished under its MIT licence (© jeremylongshore). 448 words, ~1,026 tokens.

Download SKILL.mdSave it as .claude/skills/fireflies-local-dev-loop/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
fireflies-local-dev-loop
description
Build a deterministic Fireflies development loop with recorded synthetic GraphQL fixtures, schema-contract tests, and no dependency on production meeting data. Use when implementing or debugging locally. Trigger with "Fireflies local development", "mock Fireflies GraphQL", or "Fireflies test fixture".
allowed-tools
Read, Glob, Grep, Write, Edit
compatibility
Designed for Claude Code; live Fireflies work requires network access
argument-hint
<repository-path> <test-command>
version
1.12.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, fireflies, development, testing
model
inherit
effort
medium

Fireflies Privacy-Safe Local Development

Overview

Make local work reproducible without copying real transcripts, participant lists, summaries, or bearer keys onto developer machines.

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

Model GraphQL responses as data plus optional errors, preserve nullability, and keep separate fixtures for success, partial data, validation failure, authorization failure, rate limiting, and delayed processing.

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 the integration's operations and selected fields before creating fixtures.
  2. Create synthetic meetings with invented IDs, speakers, sentences, summaries, and timestamps.
  3. Record the exact GraphQL envelope shape, including errors and extensions where used.
  4. Place the transport behind an injectable interface and route local tests to a deterministic mock server.
  5. Add contract tests for null fields, pagination, partial data, and redaction.
  6. Keep live tests opt-in, read-only, narrowly selected, and disabled without an explicit test key.
  7. Document how fixtures are refreshed after a reviewed schema change.

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 (169 more words)Show less

Approval Boundaries

Require approval before recording a live response, connecting a local process to production, or storing any real meeting-derived content.

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

  • Fixture drift: update only from current schema evidence and review the diff.
  • Secret appears in snapshot: stop, revoke if exposed, and remove it from history through the approved incident path.
  • Mock-only success: run the authorized read-only contract lane before release.

Examples

  • "Mock a completed transcript" uses invented participant and sentence data.
  • "Download one customer meeting for fixtures" is rejected.

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-local-dev-loop of jeremylongshore/tons-of-skills-marketplace.

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

Open the folder on GitHubat commit 23ea8d4

Compare with similar skills

Fireflies Local Dev Loop 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 Local Dev Loop compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Fireflies Local Dev Loop this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1kAutomated safety check: PassMIT
Graphos Factoryapollographql/skills117—~15kAutomated safety check: PassMIT
Experience UI Bundle Deployforcedotcom/sf-skills1.1k—~4.4kAutomated safety check: NotesApache-2.0
API Testingpetrkindlmann/qa-skills165—~2.7kAutomated safety check: PassMIT
API Testingcosmicstack-labs/mercury-agent-skills476—~449Automated safety check: PassMIT
Integration Test GeneratorArabelaTso/Skills-4-SE253—~2.1kAutomated safety check: PassApache-2.0

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Works with

Categories

Questions about Fireflies Local Dev Loop

What does Fireflies Local Dev Loop do?

Build a deterministic Fireflies development loop with recorded synthetic GraphQL fixtures, schema-contract tests, and no dependency on production meeting data. Fireflies Local Dev Loop is an agent skill from jeremylongshore/tons-of-skills-marketplace. Build a deterministic Fireflies development loop with recorded synthetic GraphQL fixtures, schema-contract tests, and no dependency on production meeting data.

When should I use Fireflies Local Dev Loop?

Fireflies Local Dev Loop fits situations like: debugging locally; with Fireflies local development; mock Fireflies GraphQL; fireflies test fixture.

How do I install Fireflies Local Dev Loop in Claude Code?

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

How do I install Fireflies Local Dev Loop in Codex?

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

Can I use Fireflies Local Dev Loop 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-local-dev-loop -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-local-dev-loop, .gemini/skills/fireflies-local-dev-loop, .github/skills/fireflies-local-dev-loop and .opencode/skills/fireflies-local-dev-loop in your project.

What does Fireflies Local Dev Loop need to run?

Going by SKILL.md and its folder, Fireflies Local Dev Loop 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 Local Dev Loop 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 Local Dev Loop 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 Local Dev Loop use?

Fireflies Local Dev Loop 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 Local Dev Loop use?

About 1k tokens (SKILL.md is roughly 4.1k 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 Local Dev Loop?

Skills that share tags, products or a category with Fireflies Local Dev Loop: Graphos Factory (apollographql/skills, 117 stars), Experience UI Bundle Deploy (forcedotcom/sf-skills, 1.1k stars), API Testing (petrkindlmann/qa-skills, 165 stars) and API Testing (cosmicstack-labs/mercury-agent-skills, 476 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Fireflies Local Dev Loop?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,821 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 8, 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.