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context-bankruptcy

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Declare bankruptcy on a long-lived AI agent's accumulated memory — audit what it currently believes, separate ground truth from stale and wrong, purge deliberately, restate the truths that survive, and log what was lost. Use when an agent keeps acting on outdated facts, contradicts itself across sessions, 'remembers' things wrong, or after a reorg/pivot makes its worldview obsolete. Produces a belief audit, a keep/correct/purge ledger, a restated ground-truth file, and the bankruptcy record.

plugins/pm-2027/skills/context-bankruptcy/SKILL.md

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Nov 11, 2026
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MIT

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# Context Bankruptcy Skill

Every long-lived agent slowly fills with sediment: the org chart from two
reorgs ago, the project that got cancelled but still shapes its suggestions,
the preference you expressed once, sarcastically, in March. Deleting everything
loses the genuinely valuable judgment it accumulated; deleting nothing means
arguing with a colleague who lives in the past. Bankruptcy is the middle path
with discipline: audit the beliefs, keep what's true, correct what drifted,
purge what's wrong or expired — and write down what was lost, because silent
memory loss is how the same wrong belief gets re-learned from the same stale
sources next month.

## What This Skill Produces
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