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Claude Skills by Manoj-11-Dahal
github.com/Manoj-11-Dahal15,860 skills0 installs0 views
- Looplab Context Compression Long Horizon Tasks Security Rights And Safety ReviewUse when the workflow could affect people, systems, confidential data, intellectual property, or physical outcomes for Agent reasoning, planning, and bounded loops: context compression for long-horizon tasks. Produce a scoped risk-and-control review with scope, versions, decisions, and evidence for this task-specific gate: Track milestone completion and the remaining dependency list; do not claim the whole project is done from one completed subtask. Success means the review names relevant haz...Votes: 0GitHub stars: 2
- Looplab Context Compression Long Horizon Tasks Source Research And Provenance LedgerUse when a decision depends on current, source-grounded information for Agent reasoning, planning, and bounded loops: context compression for long-horizon tasks. Produce a source-and-claim ledger with scope, versions, decisions, and evidence for this task-specific gate: Track milestone completion and the remaining dependency list; do not claim the whole project is done from one completed subtask. Success means material claims are linked to current primary sources with dates and limitations. U...Votes: 0GitHub stars: 2
- Looplab Context Compression Long Horizon Tasks Verification And Acceptance Test PlanUse when a result must be checked against explicit behavior, safety, or quality conditions for Agent reasoning, planning, and bounded loops: context compression for long-horizon tasks. Produce a risk-weighted verification plan with saved evidence with scope, versions, decisions, and evidence for this task-specific gate: Track milestone completion and the remaining dependency list; do not claim the whole project is done from one completed subtask. Success means each critical requirement maps t...Votes: 0GitHub stars: 2
- Looplab Context Compression Missing Acceptance Criteria Build Configuration RunbookUse when an authorized implementation needs repeatable steps and a visible change boundary for Agent reasoning, planning, and bounded loops: context compression for missing acceptance criteria. Produce a bounded build or configuration runbook with scope, versions, decisions, and evidence for this task-specific gate: Offer a measurable acceptance check and mark it proposed until the responsible owner confirms it. Success means the prepared result is reproducible, reviewable, and within the app...Votes: 0GitHub stars: 2
- Looplab Context Compression Missing Acceptance Criteria Design BlueprintUse when a solution needs a coherent structure before implementation or production for Agent reasoning, planning, and bounded loops: context compression for missing acceptance criteria. Produce a staged design blueprint with scope, versions, decisions, and evidence for this task-specific gate: Offer a measurable acceptance check and mark it proposed until the responsible owner confirms it. Success means interfaces, dependencies, constraints, and review points are testable before build. Use pe...Votes: 0GitHub stars: 2
- Looplab Context Compression Missing Acceptance Criteria Failure Triage And RecoveryUse when an unexpected result needs diagnosis without widening risk or losing evidence for Agent reasoning, planning, and bounded loops: context compression for missing acceptance criteria. Produce a failure-triage record and reversible recovery plan with scope, versions, decisions, and evidence for this task-specific gate: Offer a measurable acceptance check and mark it proposed until the responsible owner confirms it. Success means the failure is bounded by observations, one testable hypoth...Votes: 0GitHub stars: 2
- Looplab Context Compression Missing Acceptance Criteria Measured Improvement And HandoffUse when a measured result or recurring failure suggests a change worth testing and handing to an owner for Agent reasoning, planning, and bounded loops: context compression for missing acceptance criteria. Produce a versioned improvement proposal and handoff packet with scope, versions, decisions, and evidence for this task-specific gate: Offer a measurable acceptance check and mark it proposed until the responsible owner confirms it. Success means the proposed change is compared with a base...Votes: 0GitHub stars: 2
- Looplab Context Compression Missing Acceptance Criteria Option Comparison MatrixUse when several tools, designs, methods, or workflows could satisfy the same need for Agent reasoning, planning, and bounded loops: context compression for missing acceptance criteria. Produce an evidence-backed option-comparison matrix with scope, versions, decisions, and evidence for this task-specific gate: Offer a measurable acceptance check and mark it proposed until the responsible owner confirms it. Success means options are compared on user-approved criteria with uncertainty and trad...Votes: 0GitHub stars: 2
- Looplab Context Compression Missing Acceptance Criteria Requirements And Decision BriefUse when a request must be converted into testable constraints and an owned decision for Agent reasoning, planning, and bounded loops: context compression for missing acceptance criteria. Produce a reviewable requirements and decision brief with scope, versions, decisions, and evidence for this task-specific gate: Offer a measurable acceptance check and mark it proposed until the responsible owner confirms it. Success means requirements have priorities, evidence, owners, and measurable accept...Votes: 0GitHub stars: 2
- Looplab Context Compression Missing Acceptance Criteria Scope And Baseline RecordUse when the work needs a verified goal, authorized boundary, and starting state for Agent reasoning, planning, and bounded loops: context compression for missing acceptance criteria. Produce a scope-and-baseline record with scope, versions, decisions, and evidence for this task-specific gate: Offer a measurable acceptance check and mark it proposed until the responsible owner confirms it. Success means the owner, constraints, baseline, and acceptance signal are explicit. Use permissioned inp...Votes: 0GitHub stars: 2
- Looplab Context Compression Missing Acceptance Criteria Security Rights And Safety ReviewUse when the workflow could affect people, systems, confidential data, intellectual property, or physical outcomes for Agent reasoning, planning, and bounded loops: context compression for missing acceptance criteria. Produce a scoped risk-and-control review with scope, versions, decisions, and evidence for this task-specific gate: Offer a measurable acceptance check and mark it proposed until the responsible owner confirms it. Success means the review names relevant hazards, permissions, con...Votes: 0GitHub stars: 2
- Looplab Context Compression Missing Acceptance Criteria Source Research And Provenance LedgerUse when a decision depends on current, source-grounded information for Agent reasoning, planning, and bounded loops: context compression for missing acceptance criteria. Produce a source-and-claim ledger with scope, versions, decisions, and evidence for this task-specific gate: Offer a measurable acceptance check and mark it proposed until the responsible owner confirms it. Success means material claims are linked to current primary sources with dates and limitations. Use permissioned inputs...Votes: 0GitHub stars: 2
- Looplab Context Compression Missing Acceptance Criteria Verification And Acceptance Test PlanUse when a result must be checked against explicit behavior, safety, or quality conditions for Agent reasoning, planning, and bounded loops: context compression for missing acceptance criteria. Produce a risk-weighted verification plan with saved evidence with scope, versions, decisions, and evidence for this task-specific gate: Offer a measurable acceptance check and mark it proposed until the responsible owner confirms it. Success means each critical requirement maps to a reproducible check...Votes: 0GitHub stars: 2
- Looplab Context Compression Multi Session Projects Build Configuration RunbookUse when an authorized implementation needs repeatable steps and a visible change boundary for Agent reasoning, planning, and bounded loops: context compression for multi-session projects. Produce a bounded build or configuration runbook with scope, versions, decisions, and evidence for this task-specific gate: Record durable state, current version, unresolved assumptions, and a safe resume point so continuation does not depend on hidden conversation context. Success means the prepared result...Votes: 0GitHub stars: 2
- Looplab Context Compression Multi Session Projects Design BlueprintUse when a solution needs a coherent structure before implementation or production for Agent reasoning, planning, and bounded loops: context compression for multi-session projects. Produce a staged design blueprint with scope, versions, decisions, and evidence for this task-specific gate: Record durable state, current version, unresolved assumptions, and a safe resume point so continuation does not depend on hidden conversation context. Success means interfaces, dependencies, constraints, and...Votes: 0GitHub stars: 2
- Looplab Context Compression Multi Session Projects Failure Triage And RecoveryUse when an unexpected result needs diagnosis without widening risk or losing evidence for Agent reasoning, planning, and bounded loops: context compression for multi-session projects. Produce a failure-triage record and reversible recovery plan with scope, versions, decisions, and evidence for this task-specific gate: Record durable state, current version, unresolved assumptions, and a safe resume point so continuation does not depend on hidden conversation context. Success means the failure...Votes: 0GitHub stars: 2
- Looplab Context Compression Multi Session Projects Measured Improvement And HandoffUse when a measured result or recurring failure suggests a change worth testing and handing to an owner for Agent reasoning, planning, and bounded loops: context compression for multi-session projects. Produce a versioned improvement proposal and handoff packet with scope, versions, decisions, and evidence for this task-specific gate: Record durable state, current version, unresolved assumptions, and a safe resume point so continuation does not depend on hidden conversation context. Success m...Votes: 0GitHub stars: 2
- Looplab Context Compression Multi Session Projects Option Comparison MatrixUse when several tools, designs, methods, or workflows could satisfy the same need for Agent reasoning, planning, and bounded loops: context compression for multi-session projects. Produce an evidence-backed option-comparison matrix with scope, versions, decisions, and evidence for this task-specific gate: Record durable state, current version, unresolved assumptions, and a safe resume point so continuation does not depend on hidden conversation context. Success means options are compared on ...Votes: 0GitHub stars: 2
- Looplab Context Compression Multi Session Projects Requirements And Decision BriefUse when a request must be converted into testable constraints and an owned decision for Agent reasoning, planning, and bounded loops: context compression for multi-session projects. Produce a reviewable requirements and decision brief with scope, versions, decisions, and evidence for this task-specific gate: Record durable state, current version, unresolved assumptions, and a safe resume point so continuation does not depend on hidden conversation context. Success means requirements have pri...Votes: 0GitHub stars: 2
- Looplab Context Compression Multi Session Projects Scope And Baseline RecordUse when the work needs a verified goal, authorized boundary, and starting state for Agent reasoning, planning, and bounded loops: context compression for multi-session projects. Produce a scope-and-baseline record with scope, versions, decisions, and evidence for this task-specific gate: Record durable state, current version, unresolved assumptions, and a safe resume point so continuation does not depend on hidden conversation context. Success means the owner, constraints, baseline, and acce...Votes: 0GitHub stars: 2
- Looplab Context Compression Multi Session Projects Security Rights And Safety ReviewUse when the workflow could affect people, systems, confidential data, intellectual property, or physical outcomes for Agent reasoning, planning, and bounded loops: context compression for multi-session projects. Produce a scoped risk-and-control review with scope, versions, decisions, and evidence for this task-specific gate: Record durable state, current version, unresolved assumptions, and a safe resume point so continuation does not depend on hidden conversation context. Success means the...Votes: 0GitHub stars: 2
- Looplab Context Compression Multi Session Projects Source Research And Provenance LedgerUse when a decision depends on current, source-grounded information for Agent reasoning, planning, and bounded loops: context compression for multi-session projects. Produce a source-and-claim ledger with scope, versions, decisions, and evidence for this task-specific gate: Record durable state, current version, unresolved assumptions, and a safe resume point so continuation does not depend on hidden conversation context. Success means material claims are linked to current primary sources wit...Votes: 0GitHub stars: 2
- Looplab Context Compression Multi Session Projects Verification And Acceptance Test PlanUse when a result must be checked against explicit behavior, safety, or quality conditions for Agent reasoning, planning, and bounded loops: context compression for multi-session projects. Produce a risk-weighted verification plan with saved evidence with scope, versions, decisions, and evidence for this task-specific gate: Record durable state, current version, unresolved assumptions, and a safe resume point so continuation does not depend on hidden conversation context. Success means each c...Votes: 0GitHub stars: 2
- Looplab Context Compression Parallel Work Handoffs Build Configuration RunbookUse when an authorized implementation needs repeatable steps and a visible change boundary for Agent reasoning, planning, and bounded loops: context compression for parallel-work handoffs. Produce a bounded build or configuration runbook with scope, versions, decisions, and evidence for this task-specific gate: Include target, baseline, changed artifacts, evidence, open issues, and next owner in every parallel handoff. Success means the prepared result is reproducible, reviewable, and within ...Votes: 0GitHub stars: 2
- Looplab Context Compression Parallel Work Handoffs Design BlueprintUse when a solution needs a coherent structure before implementation or production for Agent reasoning, planning, and bounded loops: context compression for parallel-work handoffs. Produce a staged design blueprint with scope, versions, decisions, and evidence for this task-specific gate: Include target, baseline, changed artifacts, evidence, open issues, and next owner in every parallel handoff. Success means interfaces, dependencies, constraints, and review points are testable before build....Votes: 0GitHub stars: 2
- Looplab Context Compression Parallel Work Handoffs Failure Triage And RecoveryUse when an unexpected result needs diagnosis without widening risk or losing evidence for Agent reasoning, planning, and bounded loops: context compression for parallel-work handoffs. Produce a failure-triage record and reversible recovery plan with scope, versions, decisions, and evidence for this task-specific gate: Include target, baseline, changed artifacts, evidence, open issues, and next owner in every parallel handoff. Success means the failure is bounded by observations, one testable...Votes: 0GitHub stars: 2
- Looplab Context Compression Parallel Work Handoffs Measured Improvement And HandoffUse when a measured result or recurring failure suggests a change worth testing and handing to an owner for Agent reasoning, planning, and bounded loops: context compression for parallel-work handoffs. Produce a versioned improvement proposal and handoff packet with scope, versions, decisions, and evidence for this task-specific gate: Include target, baseline, changed artifacts, evidence, open issues, and next owner in every parallel handoff. Success means the proposed change is compared with...Votes: 0GitHub stars: 2
- Looplab Context Compression Parallel Work Handoffs Option Comparison MatrixUse when several tools, designs, methods, or workflows could satisfy the same need for Agent reasoning, planning, and bounded loops: context compression for parallel-work handoffs. Produce an evidence-backed option-comparison matrix with scope, versions, decisions, and evidence for this task-specific gate: Include target, baseline, changed artifacts, evidence, open issues, and next owner in every parallel handoff. Success means options are compared on user-approved criteria with uncertainty a...Votes: 0GitHub stars: 2
- Looplab Context Compression Parallel Work Handoffs Requirements And Decision BriefUse when a request must be converted into testable constraints and an owned decision for Agent reasoning, planning, and bounded loops: context compression for parallel-work handoffs. Produce a reviewable requirements and decision brief with scope, versions, decisions, and evidence for this task-specific gate: Include target, baseline, changed artifacts, evidence, open issues, and next owner in every parallel handoff. Success means requirements have priorities, evidence, owners, and measurable...Votes: 0GitHub stars: 2
- Looplab Context Compression Parallel Work Handoffs Scope And Baseline RecordUse when the work needs a verified goal, authorized boundary, and starting state for Agent reasoning, planning, and bounded loops: context compression for parallel-work handoffs. Produce a scope-and-baseline record with scope, versions, decisions, and evidence for this task-specific gate: Include target, baseline, changed artifacts, evidence, open issues, and next owner in every parallel handoff. Success means the owner, constraints, baseline, and acceptance signal are explicit. Use permissio...Votes: 0GitHub stars: 2
- Looplab Context Compression Parallel Work Handoffs Security Rights And Safety ReviewUse when the workflow could affect people, systems, confidential data, intellectual property, or physical outcomes for Agent reasoning, planning, and bounded loops: context compression for parallel-work handoffs. Produce a scoped risk-and-control review with scope, versions, decisions, and evidence for this task-specific gate: Include target, baseline, changed artifacts, evidence, open issues, and next owner in every parallel handoff. Success means the review names relevant hazards, permissio...Votes: 0GitHub stars: 2
- Looplab Context Compression Parallel Work Handoffs Source Research And Provenance LedgerUse when a decision depends on current, source-grounded information for Agent reasoning, planning, and bounded loops: context compression for parallel-work handoffs. Produce a source-and-claim ledger with scope, versions, decisions, and evidence for this task-specific gate: Include target, baseline, changed artifacts, evidence, open issues, and next owner in every parallel handoff. Success means material claims are linked to current primary sources with dates and limitations. Use permissioned...Votes: 0GitHub stars: 2
- Looplab Context Compression Parallel Work Handoffs Verification And Acceptance Test PlanUse when a result must be checked against explicit behavior, safety, or quality conditions for Agent reasoning, planning, and bounded loops: context compression for parallel-work handoffs. Produce a risk-weighted verification plan with saved evidence with scope, versions, decisions, and evidence for this task-specific gate: Include target, baseline, changed artifacts, evidence, open issues, and next owner in every parallel handoff. Success means each critical requirement maps to a reproducibl...Votes: 0GitHub stars: 2
- Looplab Context Compression Partial Completion Build Configuration RunbookUse when an authorized implementation needs repeatable steps and a visible change boundary for Agent reasoning, planning, and bounded loops: context compression for partial completion. Produce a bounded build or configuration runbook with scope, versions, decisions, and evidence for this task-specific gate: Label each item complete, partial, blocked, not run, or unknown; identify the boundary between finished and unfinished work. Success means the prepared result is reproducible, reviewable, ...Votes: 0GitHub stars: 2
- Looplab Context Compression Partial Completion Design BlueprintUse when a solution needs a coherent structure before implementation or production for Agent reasoning, planning, and bounded loops: context compression for partial completion. Produce a staged design blueprint with scope, versions, decisions, and evidence for this task-specific gate: Label each item complete, partial, blocked, not run, or unknown; identify the boundary between finished and unfinished work. Success means interfaces, dependencies, constraints, and review points are testable be...Votes: 0GitHub stars: 2
- Looplab Context Compression Partial Completion Failure Triage And RecoveryUse when an unexpected result needs diagnosis without widening risk or losing evidence for Agent reasoning, planning, and bounded loops: context compression for partial completion. Produce a failure-triage record and reversible recovery plan with scope, versions, decisions, and evidence for this task-specific gate: Label each item complete, partial, blocked, not run, or unknown; identify the boundary between finished and unfinished work. Success means the failure is bounded by observations, o...Votes: 0GitHub stars: 2
- Looplab Context Compression Partial Completion Measured Improvement And HandoffUse when a measured result or recurring failure suggests a change worth testing and handing to an owner for Agent reasoning, planning, and bounded loops: context compression for partial completion. Produce a versioned improvement proposal and handoff packet with scope, versions, decisions, and evidence for this task-specific gate: Label each item complete, partial, blocked, not run, or unknown; identify the boundary between finished and unfinished work. Success means the proposed change is co...Votes: 0GitHub stars: 2
- Looplab Context Compression Partial Completion Option Comparison MatrixUse when several tools, designs, methods, or workflows could satisfy the same need for Agent reasoning, planning, and bounded loops: context compression for partial completion. Produce an evidence-backed option-comparison matrix with scope, versions, decisions, and evidence for this task-specific gate: Label each item complete, partial, blocked, not run, or unknown; identify the boundary between finished and unfinished work. Success means options are compared on user-approved criteria with un...Votes: 0GitHub stars: 2
- Looplab Context Compression Partial Completion Requirements And Decision BriefUse when a request must be converted into testable constraints and an owned decision for Agent reasoning, planning, and bounded loops: context compression for partial completion. Produce a reviewable requirements and decision brief with scope, versions, decisions, and evidence for this task-specific gate: Label each item complete, partial, blocked, not run, or unknown; identify the boundary between finished and unfinished work. Success means requirements have priorities, evidence, owners, and...Votes: 0GitHub stars: 2
- Looplab Context Compression Partial Completion Scope And Baseline RecordUse when the work needs a verified goal, authorized boundary, and starting state for Agent reasoning, planning, and bounded loops: context compression for partial completion. Produce a scope-and-baseline record with scope, versions, decisions, and evidence for this task-specific gate: Label each item complete, partial, blocked, not run, or unknown; identify the boundary between finished and unfinished work. Success means the owner, constraints, baseline, and acceptance signal are explicit. Us...Votes: 0GitHub stars: 2
- Looplab Context Compression Partial Completion Security Rights And Safety ReviewUse when the workflow could affect people, systems, confidential data, intellectual property, or physical outcomes for Agent reasoning, planning, and bounded loops: context compression for partial completion. Produce a scoped risk-and-control review with scope, versions, decisions, and evidence for this task-specific gate: Label each item complete, partial, blocked, not run, or unknown; identify the boundary between finished and unfinished work. Success means the review names relevant hazards...Votes: 0GitHub stars: 2
- Looplab Context Compression Partial Completion Source Research And Provenance LedgerUse when a decision depends on current, source-grounded information for Agent reasoning, planning, and bounded loops: context compression for partial completion. Produce a source-and-claim ledger with scope, versions, decisions, and evidence for this task-specific gate: Label each item complete, partial, blocked, not run, or unknown; identify the boundary between finished and unfinished work. Success means material claims are linked to current primary sources with dates and limitations. Use p...Votes: 0GitHub stars: 2
- Looplab Context Compression Partial Completion Verification And Acceptance Test PlanUse when a result must be checked against explicit behavior, safety, or quality conditions for Agent reasoning, planning, and bounded loops: context compression for partial completion. Produce a risk-weighted verification plan with saved evidence with scope, versions, decisions, and evidence for this task-specific gate: Label each item complete, partial, blocked, not run, or unknown; identify the boundary between finished and unfinished work. Success means each critical requirement maps to a ...Votes: 0GitHub stars: 2
- Looplab Context Compression Strict Tool Call Budgets Build Configuration RunbookUse when an authorized implementation needs repeatable steps and a visible change boundary for Agent reasoning, planning, and bounded loops: context compression for strict tool-call budgets. Produce a bounded build or configuration runbook with scope, versions, decisions, and evidence for this task-specific gate: Count tool calls and other agreed resources; reserve a stop margin and halt before the declared ceiling. Success means the prepared result is reproducible, reviewable, and within the...Votes: 0GitHub stars: 2
- Looplab Context Compression Strict Tool Call Budgets Design BlueprintUse when a solution needs a coherent structure before implementation or production for Agent reasoning, planning, and bounded loops: context compression for strict tool-call budgets. Produce a staged design blueprint with scope, versions, decisions, and evidence for this task-specific gate: Count tool calls and other agreed resources; reserve a stop margin and halt before the declared ceiling. Success means interfaces, dependencies, constraints, and review points are testable before build. Us...Votes: 0GitHub stars: 2
- Looplab Context Compression Strict Tool Call Budgets Failure Triage And RecoveryUse when an unexpected result needs diagnosis without widening risk or losing evidence for Agent reasoning, planning, and bounded loops: context compression for strict tool-call budgets. Produce a failure-triage record and reversible recovery plan with scope, versions, decisions, and evidence for this task-specific gate: Count tool calls and other agreed resources; reserve a stop margin and halt before the declared ceiling. Success means the failure is bounded by observations, one testable hy...Votes: 0GitHub stars: 2
- Looplab Context Compression Strict Tool Call Budgets Measured Improvement And HandoffUse when a measured result or recurring failure suggests a change worth testing and handing to an owner for Agent reasoning, planning, and bounded loops: context compression for strict tool-call budgets. Produce a versioned improvement proposal and handoff packet with scope, versions, decisions, and evidence for this task-specific gate: Count tool calls and other agreed resources; reserve a stop margin and halt before the declared ceiling. Success means the proposed change is compared with a ...Votes: 0GitHub stars: 2
- Looplab Context Compression Strict Tool Call Budgets Option Comparison MatrixUse when several tools, designs, methods, or workflows could satisfy the same need for Agent reasoning, planning, and bounded loops: context compression for strict tool-call budgets. Produce an evidence-backed option-comparison matrix with scope, versions, decisions, and evidence for this task-specific gate: Count tool calls and other agreed resources; reserve a stop margin and halt before the declared ceiling. Success means options are compared on user-approved criteria with uncertainty and ...Votes: 0GitHub stars: 2
- Looplab Context Compression Strict Tool Call Budgets Requirements And Decision BriefUse when a request must be converted into testable constraints and an owned decision for Agent reasoning, planning, and bounded loops: context compression for strict tool-call budgets. Produce a reviewable requirements and decision brief with scope, versions, decisions, and evidence for this task-specific gate: Count tool calls and other agreed resources; reserve a stop margin and halt before the declared ceiling. Success means requirements have priorities, evidence, owners, and measurable ac...Votes: 0GitHub stars: 2
- Looplab Context Compression Strict Tool Call Budgets Scope And Baseline RecordUse when the work needs a verified goal, authorized boundary, and starting state for Agent reasoning, planning, and bounded loops: context compression for strict tool-call budgets. Produce a scope-and-baseline record with scope, versions, decisions, and evidence for this task-specific gate: Count tool calls and other agreed resources; reserve a stop margin and halt before the declared ceiling. Success means the owner, constraints, baseline, and acceptance signal are explicit. Use permissioned...Votes: 0GitHub stars: 2