forge-monitor
Skill2 starsChanged 5 months agoMITView on GitHub
Run Stage 9 of the Forge pipeline — observability and monitoring. Use when
1 other project uses a version of this.
Adopted by
Most recently taken up by
- Dshamir/slm-forgetheir own version, first seen Oct 13, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- Dshamir/slm-forge★ 1same 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 repository46 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- forge-opencode/CLAUDE.mdCLAUDE.md
- forge-adoptSkill
- forge-arch-proSkill
- forge-archSkill
- forge-autopilotSkill
- forge-autopilot-stopSkill
- forge-build-proSkill
- forge-buildSkill
- forge-deploySkill
- forge-doctorSkill
- dreamer-runSkill
- forge-evalSkill
- forge-feedbackSkill
- flowSkill
- forge-force-advanceSkill
- graduateSkill
- health-checkSkill
- forge-initSkill
- forge-orchestrateSkill
- forge-plan-proSkill
- forge-planSkill
- preflightSkill
- forge-product-proSkill
- forge-productSkill
- forge-releaseSkill
- forge-resolveSkill
- forge-resumeSkill
- forge-retroSkill
- forge-reviewSkill
- forge-rulesSkill
- forge-set-profileSkill
- skill-creatorSkill
- forge-spec-proSkill
- forge-specSkill
- forge-sprint-proSkill
- forge-sprintSkill
- forge-srs-proSkill
- forge-srsSkill
- forge-statusSkill
- forge-trace-matrixSkill
- forge-uninstallSkill
- forge-validateSkill
- watchSkill
- watch-stopSkill
- forge-whySkill
The file
We split this skill into the rules it gives an agent
8 rules. About 0 are common, 2 are distinctive, and 6 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
6
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 26
If it exits non-zero, STOP: present its message verbatim and do not proceed — the prior stage must be completed first (or use …
- Very specific: line 30
Read pipeline/state.md — confirm Forge project.
- Distinctive: line 32
If stage > 9, ask if the user wants to update the health report.
- Very specific: line 37
Read agents/observer.md to load the Observer persona.
- Very specific: line 39
Read pipeline/08-deploy/deploy-plan.md and pipeline/01-srs/srs.md NFR section.
- Distinctive: line 40
Follow the Observer workflow: derive SLIs/SLOs from NFRs, check available signals, assess health.
- Very specific: line 41
Write pipeline/09-monitor/observability.md and pipeline/09-monitor/health-report.md.
- Very specific: line 42
Run python3 ${CLAUDE_PLUGIN_ROOT}/scripts/state-manager.py advance --to 9 to mark Stage 9 active.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
/forge:monitor — Monitoring & Observability
When to Use
- User says
/forge:monitor - User wants to set up observability, define SLOs, check system health, or review metrics
- Working in a Forge project at Stage 8 or 9
Pre-flight Check
Entry gate (REQ-GATE-ENTRY-001) — before adopting the persona, verify the prior stage's artifact exists:
python3 ${CLAUDE_PLUGIN_ROOT}/scripts/state-manager.py preflight --stage 9If it exits non-zero, STOP: present its message verbatim and do not proceed —
the prior stage must be completed first (or use /forge:force-advance to skip
intentionally).
- Read
pipeline/state.md— confirm Forge project. - Confirm
pipeline/08-deploy/deploy-plan.mdexists (orpackage-spec.mdfor CLI/library projects). If neither: "Complete Stage 8 first (/forge:deploy)." - If stage > 9, ask if the user wants to update the health report.
- Run
python3 ${CLAUDE_PLUGIN_ROOT}/scripts/load-profile.py --cwd . --stage 9to load project-type overrides. If the profile setsskip: true(library), skip this stage and report that monitoring is N/A for the project type. Otherwise, treat eachadditional_criteria(e.g., API: 4xx/5xx alerts, p99 latency; ML: model drift, data quality, inference latency) as required SLI/SLO/alert entries.
Steps
- Read
agents/observer.mdto load the Observer persona. - Adopt that persona — you are now the Observer.
- Read
pipeline/08-deploy/deploy-plan.mdandpipeline/01-srs/srs.mdNFR section. - Follow the Observer workflow: derive SLIs/SLOs from NFRs, check available signals, assess health. Add every profile criterion as a tracked signal with threshold and alert.
- Write
pipeline/09-monitor/observability.mdandpipeline/09-monitor/health-report.md. - Run
python3 ${CLAUDE_PLUGIN_ROOT}/scripts/state-manager.py advance --to 9to mark Stage 9 active.
Verification
After running, confirm:
pipeline/09-monitor/observability.mdexists with SLIs, SLOs, and alert thresholdspipeline/09-monitor/health-report.mdexists with current statuspipeline/state.mdshowscurrent_stage: 9
Next Step
Derive the hint from the canonical stage table — never hardcode it (REQ-NEXTHINT-001, single source of truth). Run the helper and present its output to the user verbatim:
python3 ${CLAUDE_PLUGIN_ROOT}/scripts/state-manager.py next-hint --stage 9Does 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.

