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retriever

retriever contains 27 collected skills from sdemyanov, with repository-level occupation coverage and site-owned skill detail pages.

skills collected
27
Stars
24
updated
2026-05-21
Forks
5
Occupation coverage
6 occupation categories · 100% classified
repository explorer

Skills in this repository

export
software-developers

Use this skill when the user wants to export the current active scope or result set as a CSV table or archive, inspect export progress, or otherwise "save", "download", "bundle", or "hand off" Retriever results — or when the user types "/export".

2026-05-21
ingest-production
court-municipal-and-license-clerks-434031

Use this skill when the user wants Retriever to ingest a processed litigation or eDiscovery production such as a DAT/OPT/TEXT/IMAGES set, a Bates-numbered volume, or explicitly asks to run ingest-production.

2026-05-21
ingest
software-developers

Use this skill when the user wants to ingest, index, import, load, add, upload, or process files or folders into Retriever, or to refresh changed files, ingest a processed production, or explain what was ingested — including phrasings like "index this folder", "import these files", "load the Downloads directory", "add this PST to the collection", "upload and process this batch", "re-index the gmail-max mbox", or "what did you ingest". It bootstraps the workspace if needed, chooses between ingest and ingest-production, and summarizes the results.

2026-05-21
pst
software-developers

Use this skill when the user wants Retriever to ingest or inspect Outlook PST mail archives. It covers the first-class libpff-python / pypff-backed PST container pipeline, where one PST source expands into message documents plus attachment children.

2026-05-21
routing
software-developers

Use this skill when a Retriever task needs the shared routing ladder, result presentation contract, filesystem safety rules, or Tier 1-to-Tier 3 fallback policy. This is the shared operating surface that other Retriever skills reference as `retriever:routing`.

2026-05-21
run-job
software-developers

Use this skill when the user wants to execute a planned Retriever processing run inline or in the background — including natural-language phrasings like "run OCR", "start the image-description job", "kick off the OCR worker", "process the queue", "execute run 42", "resume the stalled run", or "finish processing". It decides between inline execution and spawning a subagent, and drives the claim / complete / heartbeat loop against the processing DB.

2026-05-21
tool-template
software-developers

Use this skill when working with Retriever's canonical tool bundle. It defines the pinned generated tools.py bundle, checksum expectations, and the current command surface.

2026-05-21
workspace
software-developers

Use this skill when initializing, checking, or refreshing a Retriever workspace. It defines the .retriever directory layout, bootstrap flow, runtime refresh rules, the pinned dependency contract for the current runtime, and the current workspace maintenance command surface.

2026-05-21
schema
database-architects

Use this skill when creating, inspecting, or migrating Retriever's SQLite schema. It is the source of truth for table layouts, path rules, custom field registry behavior, manual field locks, and schema-version behavior.

2026-05-19
bates
software-developers

This skill should be used when the user types "/bates", "/bates ABC0001-ABC0010", or "/bates clear". It exposes Retriever's visible slash-command surface for Bates-aware browsing.

2026-05-17
columns
software-developers

This skill should be used when the user types "/columns", "/columns list", "/columns set ...", "/columns add ...", "/columns remove ...", or "/columns default". It exposes Retriever's visible slash-command surface for inspecting and changing displayed columns.

2026-05-17
dataset
data-scientists-152051

This skill should be used when the user types "/dataset", "/dataset list", "/dataset production", "/dataset production, priority", "/dataset clear", or "/dataset rename old-name new-name". It exposes Retriever's visible slash-command surface for dataset scoping, discovery, and renaming.

2026-05-17
field
software-developers

Use this skill when the user wants to manage the schema of custom document fields — list, add, rename, delete, re-describe, or change the type of a custom field — or when the user types "/field", "/field list", "/field add", "/field rename", "/field delete", "/field describe", or "/field type".

2026-05-17
fill
file-clerks-434071

Use this skill when the user wants to populate, set, tag, mark, label, classify, annotate, flag, or clear a custom or editable built-in field value on one document or on a filtered/scoped result set — or when the user types "/fill".

2026-05-17
filter
software-developers

This skill should be used when the user types "/filter", "/filter ...", or "/filter clear". It exposes Retriever's visible slash-command surface for SQL-like filter refinement.

2026-05-17
from-run
software-developers

This skill should be used when the user types "/from-run", "/from-run 42", or "/from-run clear". It exposes Retriever's visible slash-command surface for scoping results to a processing run.

2026-05-17
next
software-developers

This skill should be used when the user types "/next" or asks for the next page of the active Retriever browse results. It exposes Retriever's visible slash-command surface for forward pagination.

2026-05-17
page-size
software-developers

This skill should be used when the user types "/page-size" or "/page-size 25". It exposes Retriever's visible slash-command surface for inspecting and changing rows per page.

2026-05-17
page
software-developers

This skill should be used when the user types "/page", "/page 3", "/page first", "/page last", "/page next", or "/page previous". It exposes Retriever's visible slash-command surface for pagination.

2026-05-17
parsing
software-developers

Use this skill when Retriever needs to ingest, parse, normalize, or preview supported document types. It defines file-type support, encoding behavior, preview artifact rules, and per-file failure isolation.

2026-05-17
ping
network-and-computer-systems-administrators

This skill should be used when the user says "retriever ping", "test retriever", "is retriever installed", or "check retriever". Confirms the Retriever plugin is installed and responding.

2026-05-17
previous
software-developers

This skill should be used when the user types "/previous" or asks for the previous page of the active Retriever browse results. It exposes Retriever's visible slash-command surface for backward pagination.

2026-05-17
schema-version
database-architects

Use this skill when the user wants to know the current Retriever tool or schema version for a workspace, or explicitly asks to run schema-version.

2026-05-17
scope
software-developers

This skill should be used when the user types "/scope", "/scope list", "/scope clear", "/scope save ...", or "/scope load ...". It exposes Retriever's visible slash-command surface for inspecting and managing the active scope.

2026-05-17
search
file-clerks-434071

Use this skill whenever the user wants to show, list, view, display, browse, find, search, or otherwise retrieve documents, conversations, emails, chats, threads, messages, files, or attachments from the Retriever collection — including narrowing by keyword, phrase, sender, recipient, date, content type, dataset, Bates range, or any other field — or when the user types "/search", "/search query", "/search clear", "/search --within term", or "/search --fts token". It runs Retriever's search and slash browse commands with structured filters and returns the standard rendered table output.

2026-05-17
search-strategy
software-developers

Use this skill when presenting Retriever search results or translating user intent into structured search filters. It defines paging, sorting, preview-link behavior, and the default result formats for browsing versus targeted lookups.

2026-05-17
sort
file-clerks-434071

This skill should be used when the user types "/sort", "/sort list", "/sort date_created desc", "/sort date_created desc, file_name asc", or "/sort default". It exposes Retriever's visible slash-command surface for sort inspection and changes.

2026-05-17