Drop into a skill folder
Personal: ~/.claude/skills/estimate-vs-actual-calibrator/SKILL.md
Project: .claude/skills/estimate-vs-actual-calibrator/SKILL.md
Brali Agent Skill · practical · usable
Adjust for Regressive Bias
When recalling or estimating: - Use actual data: Base your judgment on numbers or facts rather than instinct. - Check extremes: Ask if you’re underestimating highs or overestimating lows. - Keep track: Maintain a log to compare memories with reality over time. Example: Track your work hours to see if your memory matches the actual effort.
Portable instruction
What the agent should do
When recalling or estimating: - Use actual data: Base your judgment on numbers or facts rather than instinct. - Check extremes: Ask if you’re underestimating highs or overestimating lows. - Keep track: Maintain a log to compare memories with reality over time. Example: Track your work hours to see if your memory matches the actual effort.
Check-in
Check in when you rely on data instead of assumptions to adjust your memories.
Install
One portable file, host-specific location.
Inspect SKILL.md first. The evidence state and skill mode are part of the contract.
Install for normal use.
Install directly from this URL
hermes skills install https://brali-lifeos.github.io/skill-packs/estimate-vs-actual-calibrator/SKILL.mdPlace in a discovered skill root
Workspace: <workspace>/skills/estimate-vs-actual-calibrator/SKILL.md
Global: ~/.openclaw/skills/estimate-vs-actual-calibrator/SKILL.md
Brali verification
Coverage and trust state are checked together.
Canonical ID: brali:estimate-vs-actual-calibrator
Evidence state: practical
Skill mode: usable
Recommendation eligible: yes
SHA-256: 2209d27190fb60cbc140a0a2eb9d7d84c53dacfa3198427eb776aaa293f05914
Brali CI verified. This means identity, state, mode, provenance and file integrity matched the generated corpus. It is not third-party vendor endorsement.
Why every hack gets a skill
Brali keeps a one-to-one machine surface: one hack record, one stable skill identity. Trust state determines what the skill is allowed to do.
License
Original Brali knowledge is available for non-commercial reuse under CC BY-NC-SA 4.0. Keep attribution, canonical record link, evidence state and skill mode.