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Protect MCP
Python Development · Python…
Quantitative Trading
Review Agent Governance
Ship Mate
Signed Audit Trails
Skill Forge Essentials
Social Publishing
Systems Programming
180 chapters · 328 min
Skill Forge Essentials
Chapter 161 of 180
Use when working on complex multi-step tasks, when a session is getting long (40+ tool calls), when the agent starts ignoring rules it followed earlier, when conventions drift…
2 minutes · 502 words · 13 sections
Long sessions corrupt silently. Context compaction drops instructions unannounced. Hooks don’t fix it (confirmed by multiple developers on GitHub issues #19471, #9796, #64171). This skill prevents both through behavioral self-enforcement: monitor health, anchor critical rules through compaction, split before damage occurs. No packages, no databases - pure behavioral enforcement that works in every harness.
| Signal | Threshold | Action |
|---|---|---|
| Tool call count | >40 | YELLOW: checkpoint + recite critical rules |
| Tool call count | >60 | RED: split or compact with anchor |
| Agent contradicts earlier decision | Any | VERIFY: re-read source of truth |
| Style/naming drift | Any | RECITE: state the active rules aloud |
| File read returns unexpected content | Any | RE-READ: don’t trust cached state |
| Task scope growing unbounded | Continuous | SPLIT: one task per session |
Normal operation. No intervention needed.
When compaction has occurred (sudden loss of earlier context, or after /compact):
Keep critical instructions in FILES (CLAUDE.md, CONTEXT.md), NOT in conversation. If a rule matters, it must live in a file the agent can re-read - not in something agreed on earlier.
Context compaction is the #1 unsolved platform problem in 2026. Hooks don’t fix it (confirmed: the agent ignores post-compaction injections because the compaction summary creates narrative momentum). This skill is the lightweight behavioral countermeasure: no infrastructure, no packages - disciplined self-monitoring that works in every harness.
Install this repository
npx skills add wshobson/agents/plugin marketplace add wshobson/agentsSkills install per repository, not per chapter — the CLI has no documented per-skill form, so we do not print one.
Use when working on complex multi-step tasks, when a session is getting long (40+ tool calls), when the agent starts ignoring rules it followed earlier, when conventions drift, when output quality seems to degrade, or after any context compaction event. Prevents long-session corruption AND context compaction amnesia through behavioral self-enforcement.
The verbatim description from this skill’s front matter — the string an agent matches on to decide whether to load it.
main, last pushed 5 August 2026.SKILL.md, not by matching a directory convention. 49 distinct layouts observed: plugins/accessibility-compliance/skills/*/SKILL.md, plugins/agent-teams/skills/*/SKILL.md, plugins/api-scaffolding/skills/*/SKILL.md, plugins/backend-development/skills/*/SKILL.md, plugins/before-you-build/skills/*/SKILL.md, plugins/block-no-verify/skills/*/SKILL.md, plugins/blockchain-web3/skills/*/SKILL.md, plugins/brand-landingpage/skills/*/SKILL.md, plugins/business-analytics/skills/*/SKILL.md, plugins/cicd-automation/skills/*/SKILL.md, plugins/cloud-infrastructure/skills/*/SKILL.md, plugins/conductor/skills/*/SKILL.md, plugins/data-engineering/skills/*/SKILL.md, plugins/database-design/skills/*/SKILL.md, plugins/developer-essentials/skills/*/SKILL.md, plugins/dgx-spark-ops/skills/*/SKILL.md, plugins/documentation-generation/skills/*/SKILL.md.plugins/documentation-standards/skills/*/SKILL.mdplugins/dotnet-contribution/skills/*/SKILL.mdplugins/file-conversion/skills/*/SKILL.mdplugins/framework-migration/skills/*/SKILL.mdplugins/frontend-mobile-development/skills/*/SKILL.mdplugins/game-development/skills/*/SKILL.mdplugins/hermes-tweet/skills/*/SKILL.mdplugins/hr-legal-compliance/skills/*/SKILL.mdplugins/incident-response/skills/*/SKILL.mdplugins/javascript-typescript/skills/*/SKILL.mdplugins/kubernetes-operations/skills/*/SKILL.mdplugins/llm-application-dev/skills/*/SKILL.mdplugins/llm-finetuning/skills/*/SKILL.mdplugins/machine-learning-ops/skills/*/SKILL.mdplugins/observability-monitoring/skills/*/SKILL.mdplugins/payment-processing/skills/*/SKILL.mdplugins/plugin-eval/skills/*/SKILL.mdplugins/pptx-deck-creation/skills/*/SKILL.mdplugins/protect-mcp/skills/*/SKILL.mdplugins/python-development/skills/*/SKILL.mdplugins/quantitative-trading/skills/*/SKILL.mdplugins/reverse-engineering/skills/*/SKILL.mdplugins/review-agent-governance/skills/*/SKILL.mdplugins/security-scanning/skills/*/SKILL.mdplugins/shell-scripting/skills/*/SKILL.mdplugins/ship-mate/skills/*/SKILL.mdplugins/signed-audit-trails/skills/*/SKILL.mdplugins/skill-forge-essentials/skills/*/SKILL.mdplugins/social-publishing/skills/*/SKILL.mdplugins/startup-business-analyst/skills/*/SKILL.mdplugins/systems-programming/skills/*/SKILL.mdplugins/ui-design/skills/*/SKILL.mdh1 and no skipped levels:.claude-plugin/marketplace.json by Seth Hobson, declaring 95 plugins. It is read for editorial metadata only — never as the skill index, which is always the repository tree./wshobson/agents.md, and each chapter at its own .md URL.