loop-triage
Skill3 starsChanged 10 months agoMITView on GitHub
Use for an Engram daily triage loop that safely collects and classifies CI, issue, PR, commit, and chat signals into report-only handoff state with bounded scope, no auto-fix, and loop-run-log updates.
9 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- Rick1330/ibex-harnesstheir own version, first seen Nov 8, 2026
- AdriDob/OWNEXtheir own version, first seen Nov 1, 2026
- SUDARSHANCHAUDHARI/MyLooptheir own version, first seen Nov 1, 2026
- ayeshakhalid13/LoopEngineering-CrashCoursetheir own version, first seen Oct 15, 2026
- rossinsilico/loop-anythingtheir own version, first seen Oct 11, 2026
- cobusgreyling/loop-engineeringtheir own version, first seen Aug 13, 2026
Used with
Projects with it also use loop-budget, loop-constraints and 1 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
ayeshakhalid13Skillloop-budget
Check token budget and run-log spend before and after a loop run. Enforces early exit when over budget or when there is no actionable work.
Also in 4 projects that use this
ayeshakhalid13Skillloop-constraints
Read loop-constraints.md at the start of every run and enforce every rule. This skill runs BEFORE triage or any action skill. Constraints are binding.
Also in 4 projects that use this
SUDARSHANCHAUDHARISkillloop-verifier
The checker half of a maker/checker loop. Independently reviews a proposed fix before it becomes a PR. Has authority to REJECT. Never makes changes itself.
Also in 3 projects that use this
Other versions9 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- aiconnai/agentshield★ 2196% same
Wrote their own version · 8
- cobusgreyling/loop-engineering★ 12ksame name
- Rick1330/ibex-harness★ 57same name
- ayeshakhalid13/LoopEngineering-CrashCourse★ 16same name
- ayeshakhalid192007-dev/LoopEngineering-CrashCourse★ 15same name
- SUDARSHANCHAUDHARI/MyLoop★ 2same name
- AdriDob/OWNEX★ 1same name
- ba0918/claude-skills★ 0same name
- rossinsilico/loop-anything★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository9 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- agentshield-scanSkill
- dependency-triageSkill
- engram-councilSkill
- engram-onboardingSkill
- loop-engineeringSkill
- loop-triage-ciSkill
- pr-review-triageSkill
The file
We split this skill into the rules it gives an agent
8 rules. 0 are common, 7 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 8 edited versions we read keep these.
7
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 8
Use this skill for repeatable L1 signal collection and safe report-only handoff.
- Distinctive: line 45
Keep the loop L1 report-only unless the user explicitly raises it to L2.
- Distinctive: line 46
Put only high-signal items in High Priority.
- Distinctive: line 47
Do not make architecture changes.
- Distinctive: line 48
Do not edit product code.
- Distinctive: line 49
If no actionable items exist, record that and exit quickly.
- Distinctive: line 50
If a low-risk single-file bugfix candidate is found, create an L2 handoff item.
- Distinctive: line 57
Use this shape when dispatching the loop:
“Common” is measured: kept by at least 6 in 10 of the 8 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Daily Triage Loop
Use this skill for repeatable L1 signal collection and safe report-only handoff.
Pair it with skills/loop-engineering/SKILL.md for the global loop guardrails.
Inputs
Collect only the signals needed for the requested cadence:
- Recent CI or test failures from the last 24 hours.
- Open team issues, PRs, and review threads.
- Recent main-branch commits from the last 24 to 48 hours.
- Current
STATE.mdandloop-run-log.md. - Existing loop budget and pause flags when present.
Output
Append a concise update to the loop state file, normally under
docs/loops/<loop-name>/STATE.md for repository-wide Engram loops:
## High Priority
- Item:
Why now:
Suggested next action:
Effort estimate:
## Watch List
## Noise / Ignore
## State UpdatesAppend one summary line to loop-run-log.md with timestamp, result, evidence,
and next action.
Rules
- Keep the loop L1 report-only unless the user explicitly raises it to L2.
- Put only high-signal items in High Priority.
- Do not make architecture changes.
- Do not edit product code.
- If no actionable items exist, record that and exit quickly.
- If a low-risk single-file bugfix candidate is found, create an L2 handoff item; do not auto-fix in week one.
- Escalate medium or high risk, unclear ownership, repeated failures, or denylisted paths to a human.
Prompt Template
Use this shape when dispatching the loop:
Run loop triage. Update STATE.md with High Priority, Watch List, Noise, and
State Updates. Update run timestamp and append loop-run-log.md. If action is
clear, low-risk, and a single-file bugfix candidate, escalate to minimal-fix
only in L2.Completion Gate
Mark the run complete only when STATE.md and loop-run-log.md are updated,
the evidence source is named, and any human-required item is escalated clearly.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

