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abridge-rate-limits

Analyze and control capacity, queueing, and backpressure for a tenant-specific Abridge integration without inventing public limits or headers

Install / Use

npx skills add jeremylongshore/tons-of-skills-marketplace --skill abridge-rate-limits

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

87/100

Supported Platforms

Claude Code

Our assessment of abridge-rate-limits

abridge-rate-limits scores 87/100 on our quality scale, 1299th of 3,554 Development & Engineering skills we index (top 37%).

Its SKILL.md is 4.6 KB long, well organised into 13 sections with 1 code example: a solid amount of guidance for an agent.

With 2,785 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
26/30
Structure
17/20
Description
15/15
Adoption
15/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 5 days ago, so abridge-rate-limits is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

abridge-rate-limits compared with similar skills

All 4 of these similar skills score higher than abridge-rate-limits; compare them before choosing.

SkillScoreStarsUpdatedFormat
abridge-rate-limits (this skill)by jeremylongshore872.8k5d agoSKILL.md
ai-job-searchby MadsLorentzen10044.4k1d agoCLAUDE.md
claude-howtoby luongnv8910041.7k3d agoCLAUDE.md
algorithmic-artby anthropics100177.9k7d agoSKILL.md
pptxby anthropics100177.9k7d agoSKILL.md

Frequently asked questions

How do I install abridge-rate-limits?
Run npx skills add jeremylongshore/tons-of-skills-marketplace --skill abridge-rate-limits. The install tabs above show the steps for each supported agent.
Which AI agents does abridge-rate-limits work with?
It is written for Claude Code, as a SKILL.md file. Other agents that read the same format can often use it too.
Is abridge-rate-limits safe to use?
It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is abridge-rate-limits still maintained?
The repository was last updated 5 days ago, so abridge-rate-limits is actively maintained.

name: abridge-rate-limits description: "Analyze and control capacity, queueing, and backpressure for a tenant-specific Abridge integration without inventing public limits or headers. Use when handling concurrency or throttling requirements. Trigger with "plan Abridge capacity"." argument-hint: "[interface] [peak-workload]" allowed-tools: Read, Glob, Grep, WebFetch, Write, Edit version: 1.5.0 author: Jeremy Longshore jeremy@intentsolutions.io license: MIT tags:

  • saas
  • abridge
  • capacity
  • backpressure
  • reliability model: inherit effort: high compatibility: Designed for Claude Code; live work requires an authorized Abridge tenant, approved test data, and health-system change authority

Abridge Capacity and Backpressure Contract

Overview

Derive limits from the signed tenant interface and observed approved responses, then protect clinical workflows with bounded queues, idempotency, retry budgets, and downtime procedures. Public product scale claims are not an API rate contract.

Prerequisites

  • The authorized Abridge environment, clinical owner, and health-system policy set
  • Current tenant-specific implementation evidence for every private interface in scope
  • Synthetic data or the organization's formally approved test-record procedure

Tool Discipline

Use Read, Glob, and Grep to inspect repository configuration, adapters, tests, policies, and existing evidence. Use WebFetch only for current official Abridge, HHS, or named EHR documentation. Use Write or Edit only after confirming scope, environment, owners, patient-data boundary, and approval state. These tools do not confer access to Abridge, an EHR, or a clinical record; return exact operator steps or an approval-gated handoff for live actions.

Current Contract

  • The cited public Abridge materials do not define universal API quotas, concurrency tiers, reset headers, or retry semantics.
  • Any limit or retry behavior must be tied to a versioned private interface contract or directly observed tenant evidence.
  • Retries must not duplicate chart updates, note handoffs, or other clinical actions.

Authentication

Use only the health system's provisioned Abridge application access, SSO, administrative role, or tenant-specific partner authentication documented for the approved environment. Do not infer public API credentials, reuse production secrets in tests, or expose tokens and session material. Verify identity owner, least privilege, environment binding, storage, rotation, and revocation before any authenticated action.

Instructions

  1. Freeze the interface, contract revision, workload units, peak model, delivery semantics, and clinical recovery objective.
  2. Use Read, Glob, and Grep to inspect queues, retries, idempotency keys, timeouts, and dashboards.
  3. Classify operations as safe to retry, conditionally retryable, or never automatic; bind each to evidence.
  4. Design bounded exponential backoff with jitter only where the approved contract permits it, and cap total attempts and age.
  5. Use Write or Edit to add tests for saturation, duplicates, stale work, poison messages, and manual recovery.
  6. Use WebFetch only for current public workflow context; do not infer missing protocol details.

Approval Boundaries

Do not load-test a live Abridge or EHR tenant, manufacture 429 responses, or replay clinical writes without written authorization.

Output

Return authority revision, workload model, operation classes, queue bounds, retry budget, idempotency evidence, alerts, and downtime handoff. Separate verified facts, tenant-specific evidence, assumptions, and actions still awaiting approval.

Error Handling

| Condition | Response | |---|---| | Limit has no authoritative source | Mark it unknown and use a conservative configurable bound. | | Operation is not idempotent | Require manual reconciliation instead of automatic retry. | | Queue age exceeds clinical objective | Stop intake and invoke downtime procedure. |

Example

The example is a redacted operational receipt, not patient data or proof of vendor certification.

interface=tenant-handoff; authority=ICD-r7; peak=contracted; retries=bounded; duplicate-test=pass; live-load-test=no

Resources

Read the source map before changing a workflow. Recheck tenant-specific implementation evidence for every interface or capability that public documentation does not define.

Next Steps

Revalidate the evidence date and tenant-specific authority before repeating this workflow in another environment, cohort, care setting, or integration mode.

Related Skills

View on GitHub
GitHub Stars2.8k
CategoryDevelopment
Updated5d ago
Forks404

Languages

Python

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions