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Claude Skills by Manoj-11-Dahal
github.com/Manoj-11-Dahal15,860 skills0 installs0 views
- Neural Network DevelopmentUse when implementing a neural-network model, training loop, inference component, or learning algorithm to define tensor shapes, data provenance, objective, and evaluation before training; verify numerical behavior on small reproducible cases before using larger or sensitive datasets. Trigger for architecture, gradient, optimizer, or model-serving work.Votes: 0GitHub stars: 2
- Parallel Worker Artifact Manifest ReconciliationUse when multiple bounded workers produce overlapping files or findings to create or update a merged manifest of artifact, owner, source, changed paths, and checks. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: every accepted artifact has one accountable owner and a verified merge result. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible or i...Votes: 0GitHub stars: 2
- Partial Completion State ReconciliationUse when a multi-part task cannot finish every component in one run to create or update a status matrix with dependencies and evidence per subgoal. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: the final status names completed, blocked, and unverified parts without contradiction. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible or irreversib...Votes: 0GitHub stars: 2
- Skill Authoring And MaintenanceUse when creating or revising a reusable agent skill for a recurring workflow to define a narrow trigger, expected inputs, ordered procedure, safety constraints, outputs, and acceptance checks; keep prose concise, separate supporting references, validate metadata and links, and check source licenses before reusing content. Trigger when instructions are repeatedly re-explained or a workflow needs consistent execution.Votes: 0GitHub stars: 2
- State And HandoffUse when work spans sessions, runs, agents, or context windows and progress must survive handoffs to record the objective, current state, decisions, evidence, unresolved risks, next action, and stopping rule in a durable artifact; verify freshness before resuming. Trigger for asynchronous, unattended, delegated, or long-running agent workflows.Votes: 0GitHub stars: 2
- Subagent Claim Evidence Reference AuditUse when a subagent returns a summary, recommendation, or code review to create or update a claim ledger with source path, tool output, and confidence. Use the configured search, fetch, read, browser, and test capabilities only when available and authorized. Success criterion: material claims can be reproduced from cited evidence or are downgraded. Preserve evidence and a run record, limit rework to three meaningful passes, and obtain approval before externally visible or irreversible writes.Votes: 0GitHub stars: 2
- Task Decomposition And PlanningUse when a goal is too large or ambiguous to complete safely in one pass and must be broken into a sequence of verifiable tasks to identify dependencies, risks, owners, and acceptance checks; prioritize a thin path to evidence and keep scope controlled. Trigger at project starts, complex changes, or when parallel work needs a clear plan.Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Conflicting Evidence Build Configuration RunbookUse when an authorized implementation needs repeatable steps and a visible change boundary for Human-governed agent improvement: evaluator integrity for conflicting evidence. Produce a bounded build or configuration runbook with scope, versions, decisions, and evidence for this task-specific gate: Report regressions and evaluator conflicts separately; do not hide a loss in one held-out case behind an aggregate score. Success means the prepared result is reproducible, reviewable, and within th...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Conflicting Evidence Design BlueprintUse when a solution needs a coherent structure before implementation or production for Human-governed agent improvement: evaluator integrity for conflicting evidence. Produce a staged design blueprint with scope, versions, decisions, and evidence for this task-specific gate: Report regressions and evaluator conflicts separately; do not hide a loss in one held-out case behind an aggregate score. Success means interfaces, dependencies, constraints, and review points are testable before build. U...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Conflicting Evidence Failure Triage And RecoveryUse when an unexpected result needs diagnosis without widening risk or losing evidence for Human-governed agent improvement: evaluator integrity for conflicting evidence. Produce a failure-triage record and reversible recovery plan with scope, versions, decisions, and evidence for this task-specific gate: Report regressions and evaluator conflicts separately; do not hide a loss in one held-out case behind an aggregate score. Success means the failure is bounded by observations, one testable h...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Conflicting Evidence Option Comparison MatrixUse when several tools, designs, methods, or workflows could satisfy the same need for Human-governed agent improvement: evaluator integrity for conflicting evidence. Produce an evidence-backed option-comparison matrix with scope, versions, decisions, and evidence for this task-specific gate: Report regressions and evaluator conflicts separately; do not hide a loss in one held-out case behind an aggregate score. Success means options are compared on user-approved criteria with uncertainty and...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Conflicting Evidence Requirements And Decision BriefUse when a request must be converted into testable constraints and an owned decision for Human-governed agent improvement: evaluator integrity for conflicting evidence. Produce a reviewable requirements and decision brief with scope, versions, decisions, and evidence for this task-specific gate: Report regressions and evaluator conflicts separately; do not hide a loss in one held-out case behind an aggregate score. Success means requirements have priorities, evidence, owners, and measurable a...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Conflicting Evidence Scope And Baseline RecordUse when the work needs a verified goal, authorized boundary, and starting state for Human-governed agent improvement: evaluator integrity for conflicting evidence. Produce a scope-and-baseline record with scope, versions, decisions, and evidence for this task-specific gate: Report regressions and evaluator conflicts separately; do not hide a loss in one held-out case behind an aggregate score. Success means the owner, constraints, baseline, and acceptance signal are explicit. Use permissione...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Conflicting Evidence Security Rights And Safety ReviewUse when the workflow could affect people, systems, confidential data, intellectual property, or physical outcomes for Human-governed agent improvement: evaluator integrity for conflicting evidence. Produce a scoped risk-and-control review with scope, versions, decisions, and evidence for this task-specific gate: Report regressions and evaluator conflicts separately; do not hide a loss in one held-out case behind an aggregate score. Success means the review names relevant hazards, permissions...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Conflicting Evidence Source Research And Provenance LedgerUse when a decision depends on current, source-grounded information for Human-governed agent improvement: evaluator integrity for conflicting evidence. Produce a source-and-claim ledger with scope, versions, decisions, and evidence for this task-specific gate: Report regressions and evaluator conflicts separately; do not hide a loss in one held-out case behind an aggregate score. Success means material claims are linked to current primary sources with dates and limitations. Use permissioned i...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Conflicting Evidence Verification And Acceptance Test PlanUse when a result must be checked against explicit behavior, safety, or quality conditions for Human-governed agent improvement: evaluator integrity for conflicting evidence. Produce a risk-weighted verification plan with saved evidence with scope, versions, decisions, and evidence for this task-specific gate: Report regressions and evaluator conflicts separately; do not hide a loss in one held-out case behind an aggregate score. Success means each critical requirement maps to a reproducible ...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Long Horizon Tasks Build Configuration RunbookUse when an authorized implementation needs repeatable steps and a visible change boundary for Human-governed agent improvement: evaluator integrity for long-horizon tasks. Produce a bounded build or configuration runbook with scope, versions, decisions, and evidence for this task-specific gate: Persist a baseline checkpoint and a bounded change proposal; do not convert project duration into permission to alter the agent. Success means the prepared result is reproducible, reviewable, and with...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Long Horizon Tasks Design BlueprintUse when a solution needs a coherent structure before implementation or production for Human-governed agent improvement: evaluator integrity for long-horizon tasks. Produce a staged design blueprint with scope, versions, decisions, and evidence for this task-specific gate: Persist a baseline checkpoint and a bounded change proposal; do not convert project duration into permission to alter the agent. Success means interfaces, dependencies, constraints, and review points are testable before bui...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Long Horizon Tasks Failure Triage And RecoveryUse when an unexpected result needs diagnosis without widening risk or losing evidence for Human-governed agent improvement: evaluator integrity for long-horizon tasks. Produce a failure-triage record and reversible recovery plan with scope, versions, decisions, and evidence for this task-specific gate: Persist a baseline checkpoint and a bounded change proposal; do not convert project duration into permission to alter the agent. Success means the failure is bounded by observations, one testa...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Long Horizon Tasks Option Comparison MatrixUse when several tools, designs, methods, or workflows could satisfy the same need for Human-governed agent improvement: evaluator integrity for long-horizon tasks. Produce an evidence-backed option-comparison matrix with scope, versions, decisions, and evidence for this task-specific gate: Persist a baseline checkpoint and a bounded change proposal; do not convert project duration into permission to alter the agent. Success means options are compared on user-approved criteria with uncertaint...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Long Horizon Tasks Requirements And Decision BriefUse when a request must be converted into testable constraints and an owned decision for Human-governed agent improvement: evaluator integrity for long-horizon tasks. Produce a reviewable requirements and decision brief with scope, versions, decisions, and evidence for this task-specific gate: Persist a baseline checkpoint and a bounded change proposal; do not convert project duration into permission to alter the agent. Success means requirements have priorities, evidence, owners, and measura...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Long Horizon Tasks Scope And Baseline RecordUse when the work needs a verified goal, authorized boundary, and starting state for Human-governed agent improvement: evaluator integrity for long-horizon tasks. Produce a scope-and-baseline record with scope, versions, decisions, and evidence for this task-specific gate: Persist a baseline checkpoint and a bounded change proposal; do not convert project duration into permission to alter the agent. Success means the owner, constraints, baseline, and acceptance signal are explicit. Use permis...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Long Horizon Tasks Security Rights And Safety ReviewUse when the workflow could affect people, systems, confidential data, intellectual property, or physical outcomes for Human-governed agent improvement: evaluator integrity for long-horizon tasks. Produce a scoped risk-and-control review with scope, versions, decisions, and evidence for this task-specific gate: Persist a baseline checkpoint and a bounded change proposal; do not convert project duration into permission to alter the agent. Success means the review names relevant hazards, permis...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Long Horizon Tasks Source Research And Provenance LedgerUse when a decision depends on current, source-grounded information for Human-governed agent improvement: evaluator integrity for long-horizon tasks. Produce a source-and-claim ledger with scope, versions, decisions, and evidence for this task-specific gate: Persist a baseline checkpoint and a bounded change proposal; do not convert project duration into permission to alter the agent. Success means material claims are linked to current primary sources with dates and limitations. Use permissio...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Long Horizon Tasks Verification And Acceptance Test PlanUse when a result must be checked against explicit behavior, safety, or quality conditions for Human-governed agent improvement: evaluator integrity for long-horizon tasks. Produce a risk-weighted verification plan with saved evidence with scope, versions, decisions, and evidence for this task-specific gate: Persist a baseline checkpoint and a bounded change proposal; do not convert project duration into permission to alter the agent. Success means each critical requirement maps to a reproduc...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Missing Acceptance Criteria Build Configuration RunbookUse when an authorized implementation needs repeatable steps and a visible change boundary for Human-governed agent improvement: evaluator integrity for missing acceptance criteria. Produce a bounded build or configuration runbook with scope, versions, decisions, and evidence for this task-specific gate: Add an explicit testable acceptance criterion and evaluator version before proposing a skill update. Success means the prepared result is reproducible, reviewable, and within the approved sco...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Missing Acceptance Criteria Design BlueprintUse when a solution needs a coherent structure before implementation or production for Human-governed agent improvement: evaluator integrity for missing acceptance criteria. Produce a staged design blueprint with scope, versions, decisions, and evidence for this task-specific gate: Add an explicit testable acceptance criterion and evaluator version before proposing a skill update. Success means interfaces, dependencies, constraints, and review points are testable before build. Use permissione...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Missing Acceptance Criteria Failure Triage And RecoveryUse when an unexpected result needs diagnosis without widening risk or losing evidence for Human-governed agent improvement: evaluator integrity for missing acceptance criteria. Produce a failure-triage record and reversible recovery plan with scope, versions, decisions, and evidence for this task-specific gate: Add an explicit testable acceptance criterion and evaluator version before proposing a skill update. Success means the failure is bounded by observations, one testable hypothesis, and...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Missing Acceptance Criteria Option Comparison MatrixUse when several tools, designs, methods, or workflows could satisfy the same need for Human-governed agent improvement: evaluator integrity for missing acceptance criteria. Produce an evidence-backed option-comparison matrix with scope, versions, decisions, and evidence for this task-specific gate: Add an explicit testable acceptance criterion and evaluator version before proposing a skill update. Success means options are compared on user-approved criteria with uncertainty and trade-offs sh...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Missing Acceptance Criteria Requirements And Decision BriefUse when a request must be converted into testable constraints and an owned decision for Human-governed agent improvement: evaluator integrity for missing acceptance criteria. Produce a reviewable requirements and decision brief with scope, versions, decisions, and evidence for this task-specific gate: Add an explicit testable acceptance criterion and evaluator version before proposing a skill update. Success means requirements have priorities, evidence, owners, and measurable acceptance cond...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Missing Acceptance Criteria Scope And Baseline RecordUse when the work needs a verified goal, authorized boundary, and starting state for Human-governed agent improvement: evaluator integrity for missing acceptance criteria. Produce a scope-and-baseline record with scope, versions, decisions, and evidence for this task-specific gate: Add an explicit testable acceptance criterion and evaluator version before proposing a skill update. Success means the owner, constraints, baseline, and acceptance signal are explicit. Use permissioned inputs, pres...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Missing Acceptance Criteria Security Rights And Safety ReviewUse when the workflow could affect people, systems, confidential data, intellectual property, or physical outcomes for Human-governed agent improvement: evaluator integrity for missing acceptance criteria. Produce a scoped risk-and-control review with scope, versions, decisions, and evidence for this task-specific gate: Add an explicit testable acceptance criterion and evaluator version before proposing a skill update. Success means the review names relevant hazards, permissions, controls, ev...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Missing Acceptance Criteria Source Research And Provenance LedgerUse when a decision depends on current, source-grounded information for Human-governed agent improvement: evaluator integrity for missing acceptance criteria. Produce a source-and-claim ledger with scope, versions, decisions, and evidence for this task-specific gate: Add an explicit testable acceptance criterion and evaluator version before proposing a skill update. Success means material claims are linked to current primary sources with dates and limitations. Use permissioned inputs, preserv...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Missing Acceptance Criteria Verification And Acceptance Test PlanUse when a result must be checked against explicit behavior, safety, or quality conditions for Human-governed agent improvement: evaluator integrity for missing acceptance criteria. Produce a risk-weighted verification plan with saved evidence with scope, versions, decisions, and evidence for this task-specific gate: Add an explicit testable acceptance criterion and evaluator version before proposing a skill update. Success means each critical requirement maps to a reproducible check and a tr...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Multi Session Projects Build Configuration RunbookUse when an authorized implementation needs repeatable steps and a visible change boundary for Human-governed agent improvement: evaluator integrity for multi-session projects. Produce a bounded build or configuration runbook with scope, versions, decisions, and evidence for this task-specific gate: Store proposed lessons with source, time, confidence, and review status; never merge unreviewed session notes into active instructions. Success means the prepared result is reproducible, reviewabl...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Multi Session Projects Design BlueprintUse when a solution needs a coherent structure before implementation or production for Human-governed agent improvement: evaluator integrity for multi-session projects. Produce a staged design blueprint with scope, versions, decisions, and evidence for this task-specific gate: Store proposed lessons with source, time, confidence, and review status; never merge unreviewed session notes into active instructions. Success means interfaces, dependencies, constraints, and review points are testable...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Multi Session Projects Failure Triage And RecoveryUse when an unexpected result needs diagnosis without widening risk or losing evidence for Human-governed agent improvement: evaluator integrity for multi-session projects. Produce a failure-triage record and reversible recovery plan with scope, versions, decisions, and evidence for this task-specific gate: Store proposed lessons with source, time, confidence, and review status; never merge unreviewed session notes into active instructions. Success means the failure is bounded by observations...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Multi Session Projects Option Comparison MatrixUse when several tools, designs, methods, or workflows could satisfy the same need for Human-governed agent improvement: evaluator integrity for multi-session projects. Produce an evidence-backed option-comparison matrix with scope, versions, decisions, and evidence for this task-specific gate: Store proposed lessons with source, time, confidence, and review status; never merge unreviewed session notes into active instructions. Success means options are compared on user-approved criteria with...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Multi Session Projects Requirements And Decision BriefUse when a request must be converted into testable constraints and an owned decision for Human-governed agent improvement: evaluator integrity for multi-session projects. Produce a reviewable requirements and decision brief with scope, versions, decisions, and evidence for this task-specific gate: Store proposed lessons with source, time, confidence, and review status; never merge unreviewed session notes into active instructions. Success means requirements have priorities, evidence, owners, ...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Multi Session Projects Scope And Baseline RecordUse when the work needs a verified goal, authorized boundary, and starting state for Human-governed agent improvement: evaluator integrity for multi-session projects. Produce a scope-and-baseline record with scope, versions, decisions, and evidence for this task-specific gate: Store proposed lessons with source, time, confidence, and review status; never merge unreviewed session notes into active instructions. Success means the owner, constraints, baseline, and acceptance signal are explicit....Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Multi Session Projects Source Research And Provenance LedgerUse when a decision depends on current, source-grounded information for Human-governed agent improvement: evaluator integrity for multi-session projects. Produce a source-and-claim ledger with scope, versions, decisions, and evidence for this task-specific gate: Store proposed lessons with source, time, confidence, and review status; never merge unreviewed session notes into active instructions. Success means material claims are linked to current primary sources with dates and limitations. Us...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Multi Session Projects Verification And Acceptance Test PlanUse when a result must be checked against explicit behavior, safety, or quality conditions for Human-governed agent improvement: evaluator integrity for multi-session projects. Produce a risk-weighted verification plan with saved evidence with scope, versions, decisions, and evidence for this task-specific gate: Store proposed lessons with source, time, confidence, and review status; never merge unreviewed session notes into active instructions. Success means each critical requirement maps to...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Parallel Work Handoffs Build Configuration RunbookUse when an authorized implementation needs repeatable steps and a visible change boundary for Human-governed agent improvement: evaluator integrity for parallel-work handoffs. Produce a bounded build or configuration runbook with scope, versions, decisions, and evidence for this task-specific gate: Provide the reviewer with the exact proposal, rationale, baseline, tests, risk, and rollback instead of delegating silent changes. Success means the prepared result is reproducible, reviewable, an...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Parallel Work Handoffs Design BlueprintUse when a solution needs a coherent structure before implementation or production for Human-governed agent improvement: evaluator integrity for parallel-work handoffs. Produce a staged design blueprint with scope, versions, decisions, and evidence for this task-specific gate: Provide the reviewer with the exact proposal, rationale, baseline, tests, risk, and rollback instead of delegating silent changes. Success means interfaces, dependencies, constraints, and review points are testable befo...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Parallel Work Handoffs Failure Triage And RecoveryUse when an unexpected result needs diagnosis without widening risk or losing evidence for Human-governed agent improvement: evaluator integrity for parallel-work handoffs. Produce a failure-triage record and reversible recovery plan with scope, versions, decisions, and evidence for this task-specific gate: Provide the reviewer with the exact proposal, rationale, baseline, tests, risk, and rollback instead of delegating silent changes. Success means the failure is bounded by observations, one...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Parallel Work Handoffs Option Comparison MatrixUse when several tools, designs, methods, or workflows could satisfy the same need for Human-governed agent improvement: evaluator integrity for parallel-work handoffs. Produce an evidence-backed option-comparison matrix with scope, versions, decisions, and evidence for this task-specific gate: Provide the reviewer with the exact proposal, rationale, baseline, tests, risk, and rollback instead of delegating silent changes. Success means options are compared on user-approved criteria with unce...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Parallel Work Handoffs Requirements And Decision BriefUse when a request must be converted into testable constraints and an owned decision for Human-governed agent improvement: evaluator integrity for parallel-work handoffs. Produce a reviewable requirements and decision brief with scope, versions, decisions, and evidence for this task-specific gate: Provide the reviewer with the exact proposal, rationale, baseline, tests, risk, and rollback instead of delegating silent changes. Success means requirements have priorities, evidence, owners, and m...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Parallel Work Handoffs Scope And Baseline RecordUse when the work needs a verified goal, authorized boundary, and starting state for Human-governed agent improvement: evaluator integrity for parallel-work handoffs. Produce a scope-and-baseline record with scope, versions, decisions, and evidence for this task-specific gate: Provide the reviewer with the exact proposal, rationale, baseline, tests, risk, and rollback instead of delegating silent changes. Success means the owner, constraints, baseline, and acceptance signal are explicit. Use ...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Parallel Work Handoffs Source Research And Provenance LedgerUse when a decision depends on current, source-grounded information for Human-governed agent improvement: evaluator integrity for parallel-work handoffs. Produce a source-and-claim ledger with scope, versions, decisions, and evidence for this task-specific gate: Provide the reviewer with the exact proposal, rationale, baseline, tests, risk, and rollback instead of delegating silent changes. Success means material claims are linked to current primary sources with dates and limitations. Use per...Votes: 0GitHub stars: 2
- Selfupdate Evaluator Integrity Parallel Work Handoffs Verification And Acceptance Test PlanUse when a result must be checked against explicit behavior, safety, or quality conditions for Human-governed agent improvement: evaluator integrity for parallel-work handoffs. Produce a risk-weighted verification plan with saved evidence with scope, versions, decisions, and evidence for this task-specific gate: Provide the reviewer with the exact proposal, rationale, baseline, tests, risk, and rollback instead of delegating silent changes. Success means each critical requirement maps to a re...Votes: 0GitHub stars: 2