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Agent skill

Abridge Local Dev Loop

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

Build a local synthetic rehearsal for customer-owned Abridge workflow adapters and failure states.

MITAuto-check passed

Install Abridge Local Dev Loop

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill abridge-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 abridge-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/abridge-local-dev-loop .claude/skills/abridge-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
abridge-local-dev-loop
GitHub stars
2.8k
Token cost
~1.2k tokens
SKILL.md length
504 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Build a local synthetic rehearsal for customer-owned Abridge workflow adapters and failure states.

  • Works in 6 steps: Freeze the customer-owned boundary,… → Use Read, Glob, and Grep to inspect… → Create obviously synthetic fixtures for… → …
  • Developing integration code without access to patient data
  • SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 8 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Abridge Local Dev Loop is an agent skill from jeremylongshore/tons-of-skills-marketplace. Build a local synthetic rehearsal for customer-owned Abridge workflow adapters and failure states. Use when developing integration code without access to patient data or a documented public Abridge sandbox. Trigger with "create an Abridge dev loop".

Its SKILL.md is about 1.2k 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 work requires an authorized Abridge tenant, approved test data, and health-system change authority

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

  • Developing integration code without access to patient data
  • A documented public Abridge sandbox
  • With create an Abridge dev loop

Example prompts

  • “create an Abridge dev loop”
  • “/abridge-local-dev-loop”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code; live work requires an authorized Abridge tenant, approved test data, and health-system change authority
  • Pre-approved tools (allowed-tools): Read, Glob, Grep, WebFetch, Write, Edit

Workflow steps

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

  1. Freeze the customer-owned boundary, private contract revision, permitted fields, and expected state transitions.
  2. Use Read, Glob, and Grep to inspect adapters and tests, then identify every external call that must be mocked.
  3. Create obviously synthetic fixtures for consent state, encounter selection, draft metadata, review state, and handoff result.
  4. Add deterministic failures for timeout, duplicate delivery, stale revision, wrong tenant, unreviewed draft, and redaction rejection.
  5. Use Write or Edit to implement the harness and record its non-equivalence to live systems.
  6. Use WebFetch only to keep the modeled user journey aligned with official Abridge guidance.

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
    • WebFetch
    • 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

    No URLs in SKILL.md.

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

  • Credentials

    Names no API keys, tokens, secrets or passwords.

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

  • Compatibility

    Designed for Claude Code; live work requires an authorized Abridge tenant, approved test data, and health-system change authority

    From compatibility in the SKILL.md frontmatter.

Context cost

Abridge Local Dev Loop loads about 1.2k tokens when it runs, and up to ~1.6k if it reads all its reference files. Until then it costs about 68 tokens; SKILL.md has 504 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~68
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.6k

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). 504 words, ~1,181 tokens.

Download SKILL.mdSave it as .claude/skills/abridge-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
abridge-local-dev-loop
description
Build a local synthetic rehearsal for customer-owned Abridge workflow adapters and failure states. Use when developing integration code without access to patient data or a documented public Abridge sandbox. Trigger with "create an Abridge dev loop".
allowed-tools
Read, Glob, Grep, WebFetch, Write, Edit
compatibility
Designed for Claude Code; live work requires an authorized Abridge tenant, approved test data, and health-system change authority
argument-hint
[repository] [workflow-boundary]
version
1.5.0
author
Jeremy Longshore <jeremy@intentsolutions.io>
license
MIT
tags
saas, abridge, local-development, synthetic-data, fixtures
model
inherit
effort
high

Abridge Synthetic Workflow Rehearsal

Overview

Model the approved interface control document locally with synthetic fixtures, deterministic state transitions, and zero vendor calls. Keep the harness useful even when tenant-specific schemas change by pinning each fixture to its authority revision.

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

  • Abridge public support materials describe the human workflow but do not promise a universal public developer sandbox.
  • A local EHR simulator or mock adapter tests customer code only; it does not reproduce Abridge, Epic, or clinical behavior.
  • Synthetic dialogue must avoid copied patient phrases and realistic identifiers.

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 customer-owned boundary, private contract revision, permitted fields, and expected state transitions.
  2. Use Read, Glob, and Grep to inspect adapters and tests, then identify every external call that must be mocked.
  3. Create obviously synthetic fixtures for consent state, encounter selection, draft metadata, review state, and handoff result.
  4. Add deterministic failures for timeout, duplicate delivery, stale revision, wrong tenant, unreviewed draft, and redaction rejection.
  5. Use Write or Edit to implement the harness and record its non-equivalence to live systems.
  6. Use WebFetch only to keep the modeled user journey aligned with official Abridge guidance.
Show full SKILL.md (163 more words)Show less

Approval Boundaries

Do not proxy a live tenant, download production payloads, or label a local mock as vendor certification.

Output

Return modeled boundary, fixture classes, authority revision, state coverage, failure coverage, live-call count, and known simulation gaps. Separate verified facts, tenant-specific evidence, assumptions, and actions still awaiting approval.

Error Handling

ConditionResponse
Fixture provenance is unknownDelete and recreate it from synthetic requirements.
Test performs a network callFail closed and replace it with a mock.
Private schema changedVersion the new fixture and retain migration coverage.

Example

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

text
boundary=review-state-adapter; fixtures=7-synthetic; failures=6; network-calls=0; authority=ICD-r12; certification-claim=none

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.

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

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

Open the folder on GitHubat commit cfae287

Compare with similar skills

Abridge 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.

Abridge Local Dev Loop compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Abridge Local Dev Loop this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.2kAutomated safety check: PassMIT
Clinical Trials Databasegoogle-deepmind/science-skills3.2k2 repos~3.2kAutomated safety check: PassApache-2.0
CHARLS Paper Reproduction Guidexjtulyc/MedgeClaw6171 repos~1.8kAutomated safety check: PassNone
SQL PortabilityHL7/sql-on-fhir151—~512Automated safety check: PassCustom licence
Biomedical Analysis Dispatchxjtulyc/MedgeClaw6171 repos~2kAutomated safety check: PassNone
Research Paperluwill/research-skills860—~1.9kAutomated safety check: PassNone

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Questions about Abridge Local Dev Loop

What does Abridge Local Dev Loop do?

Build a local synthetic rehearsal for customer-owned Abridge workflow adapters and failure states. Abridge Local Dev Loop is an agent skill from jeremylongshore/tons-of-skills-marketplace. Build a local synthetic rehearsal for customer-owned Abridge workflow adapters and failure states.

When should I use Abridge Local Dev Loop?

Abridge Local Dev Loop fits situations like: developing integration code without access to patient data; A documented public Abridge sandbox; with create an Abridge dev loop.

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

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

How do I install Abridge Local Dev Loop in Codex?

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

Can I use Abridge 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 abridge-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/abridge-local-dev-loop, .gemini/skills/abridge-local-dev-loop, .github/skills/abridge-local-dev-loop and .opencode/skills/abridge-local-dev-loop in your project.

What does Abridge Local Dev Loop need to run?

SKILL.md names no scripts, command-line tools or credentials: Abridge Local Dev Loop is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; live work requires an authorized Abridge tenant, approved test data, and health-system change authority.

Does Abridge Local Dev Loop access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Abridge 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 Abridge Local Dev Loop use?

Abridge 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 Abridge Local Dev Loop use?

About 1.2k tokens (SKILL.md is roughly 4.7k 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 457 tokens, read only when the agent opens those files.

What are the alternatives to Abridge Local Dev Loop?

Skills that share tags, products or a category with Abridge Local Dev Loop: Clinical Trials Database (google-deepmind/science-skills, 3.2k stars), CHARLS Paper Reproduction Guide (xjtulyc/MedgeClaw, 617 stars), SQL Portability (HL7/sql-on-fhir, 151 stars) and Biomedical Analysis Dispatch (xjtulyc/MedgeClaw, 617 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Abridge Local Dev Loop?

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.