Atlas / Skills / jeremylongshore / Fireflies Observability

Fireflies ObservabilityBLOCK

skills/jeremylongshore/fireflies-observability

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Verdict
BLOCK
Grade
D
Trust score
69 /100
Version
1.12.0
Hosts
1 documented
License
MIT
Stars
2,823
01

Overview

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Read from source at commit 4f83675ca38aOBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: fireflies-observability
description: >-
  Instrument Fireflies GraphQL and webhook workflows with operation, latency, quota, queue, signature, and processing metrics that exclude meeting content and identities. Use when building dashboards or alerts. Trigger with "monitor Fireflies", "Fireflies metrics", or "Fireflies webhook alerts".
allowed-tools: Read,Glob,Grep,Write,Edit
argument-hint: "<repository-path> <workflow-scope>"
version: 1.12.0
license: MIT
author: Jeremy Longshore <[email protected]>
tags: [saas, fireflies, observability, privacy]
model: inherit
effort: high
compatibility: "Designed for Claude Code; live Fireflies work requires network access"
---
# Fireflies Content-Free Observability

## Overview

Instrument Fireflies GraphQL and webhook workflows with operation, latency, quota, queue, signature, and processing metrics that exclude meeting content and identities.

## 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

Observability may include operation name, result class, GraphQL code, duration, response size bucket, retryAfter, event type, signature result, queue depth, and processing latency. It must exclude Authorization, queries with variables, meeting IDs, emails, titles, sentences, summaries, and media URLs.

## 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 service-level indicators for GraphQL success, webhook acknowledgement, queue processing, and freshness.
2. Instrument safe dimensions with a strict allowlist and cardinality budget.
3. Track plan and operation-specific throttles separately.
4. Measure transcribed-to-summarized and event-to-processing latency without meeting IDs in metrics.
5. Alert on auth failures, signature failures, throttle spikes, backlog, dead letters, and stale processing.
6. Keep detailed identifiers only in access-controlled audit records when approved.
7. Test telemetry redaction with synthetic secrets and meeting data.

## 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.

## Approval Boundaries

Require approval before logging identifiers or response fragments, increasing telemetry retention, or exporting observability data to a new vendor.

## 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

- High-cardinality label detected: remove it before deployment.
- Sensitive value appears in telemetry: stop export and follow incident handling.
- Metrics disagree with audit receipts: investigate instrumentation before changing workload behavior.

## Examples

- "Review fireflies content-free observability" 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](references/official-docs.md) before relying on a field, filter, event, permission, plan limit, mutation, or processing state.
04

Trust audit

BLOCKgrade D · trust 69/100 Do not install this without reading the findings. The audit found something that could harm you or your machine.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)FAIL
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

CRITICALPrompt injection · prompt.transfer_instruction · CWE-94, CWE-1427
SKILL.md:33
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, co
Why it matters. an instruction to move sensitive data to an outside destination
Fix. remove; a skill never needs the user's secrets off the machine

Gates applied: critical_finding, no_behavioural_pass, undeclared_transfer.

Audited 2026-10-08 · audit v0.4.1 · source sha 4f83675ca38afull audit observations/trust-audit/skill/jeremylongshore__fireflies-observability.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-084f83675ca38aBLOCKD69first audit
06

Questions

What does the Fireflies Observability skill do?

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Is Fireflies Observability safe to install?

No — not without reading the findings first. The audit graded it D (69/100) and found 1 critical or high issue in the source. Each one is listed on this page with the file and line it is on.

What can Fireflies Observability access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Fireflies Observability work with?

Its documentation mentions claude-code. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (4f83675ca38a), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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