Reality Check
SkillDev toolsCheck whether a claimed shipped feature, repo state or goal status holds up in evidence. Use when: comparing a claim with what exists; a gap report is not a verdict.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Reality Check skill
What this skill tells your AI
The instructions your AI receives, as published by boshu2/agentops in skills/reality-check/SKILL.md and read by ahel’s review.
Compare an expected state with observable evidence, measure declared goals, or report native status. Select the requested question; a snapshot needs no invented completion claim. Return facts and gaps without selecting work.
Claim comparison
- Read the exact claim and its source. For a completion claim, enumerate every stated goal, including work that was never started. Give each a disposition: confirmed with evidence, concrete gap or unverifiable.
- Inspect relevant files, command outcomes and artifacts. Separate confirmed behavior, concrete gaps, incomplete evidence and changed assumptions. Name the missing evidence instead of resolving an untestable claim by assertion.
- Compare proposed scope with the original goal when asked about a plan. Report additions that lack authority as scope escalation; the report cannot approve them. Repeated measurements use the same question and criteria; a changed question starts a different comparison.
- Return the cited findings with checked and not-checked scope. Keep native tracker, Git, runtime, deterministic checks and semantic judgments distinct.
A quick answer can be inline. A selected durable gap report retains
reality-check-report.v1: write reality-check-report.json under the caller's
chosen destination, default .agents/scratch/reality-check/<run-id>/, and run
skills/reality-check/scripts/validate-output.sh <report.json>. Include the
checked claim, evidence-backed finding kinds and goal-by-goal dispositions for
completion/status claims. This format permits no verdict, readiness or
PASS field; observations are not independent semantic judgment.
Goal measurement
Inspect the declared goals source; prefer GOALS.md when it and legacy YAML
both exist. Preserve directive and gate identities and report each executable
check with its actual outcome. Run the requested ao goals command once:
measure --json, validate --json, drift, history, export, meta --json,
scenarios or render.
These commands do not edit the goals source, but measure, drift and export
may write best-effort derived snapshots under .agents/ao/goals/baselines/.
render --out <file> writes a caller-selected spec; never target the goals
source or another non-derived file. Use stdout when no output file is requested.
Return command, exit code, goal-level results, aggregate measurement, missing
evidence and checked/not-checked scope. Do not add, remove, prioritize, migrate
or repair goals, or turn a measurement gap into assigned work.
Native status
Use ao status for the local evidence-store view. It validates content-addressed
intent and verdict artifacts before counting them, reports corruption or
unavailable sources, and shows evidence recency. Its durable stores are
.agents/ao/intents/sha256 and .agents/ao/verdicts/sha256; a count is not a
per-artifact digest inventory. Inspect a specific digest or timestamp only when
that artifact is part of the requested question.
Report caller-supplied subject manifests from their named location. Otherwise mark manifests, runtime phase, elapsed execution, tool-call activity and remaining work as not checked. An artifact's recent timestamp proves evidence recency, not an active worker. Read other tracker, Git or factory facts only from their own authorized source; do not blend factory completion, green checks and a fresh verdict into one health judgment. Report unavailable evidence explicitly.
Boundary
Return the selected report or snapshot. This skill neither changes native state nor issues semantic PASS, repairs records, schedules or retries work. The documented goal snapshots and requested report/spec writes are its only output side effects. A native caller pursuing an authorized outcome uses these facts and continues its work; the reporting mode does not decide completion for it.
Signals
- GitHub stars
- 436
- Forks
- 40
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
reality-check- Source
- github.com/boshu2/agentops