Individual skill

factory-lookback

Experimental workflow for auditing recurring feedback, telemetry, errors, and brittle delivery paths to find systemic fixes. Use for periodic or requested cross-source lookbacks, not routine single-item intake.

skills/factory-lookback/SKILL.md

Read pinned source

Source commit f4f10b8d513476c24bd995ceac5294bcdd6ee15c

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Network or broad shell
Last checked
Nov 9, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
4,650
Repository last updated
Nov 2, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Factory Lookback

Read `.agent-factory/config.yaml` and apply the optional
`skill_prompts.factory-lookback` entry as additional project guidance. Use this
workflow when asked to look back across a bounded period or when an enabled
`workflows.lookback` automation runs. Its purpose is to find patterns that
normal item-by-item flows keep missing or fixing only temporarily.

## Build a bounded evidence set

1. Confirm the configured sources, scope, time window, comparison period, and
   output policy before querying. Use only connected sources the host can read.
2. Enumerate the full configured range, follow every page or cursor, and record
   source filters, dates, counts, and unavailable or truncated sources. Do not