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laimis91/assistant-framework/docs/evals/variants/workflow-kernel-v1/SKILL.md

assistant-workflow

Run proportional development phases and resume persisted task state. Use to plan, build, implement, fix, migrate, refactor, or continue project artifacts.

Source repository stars
7
Declared platforms
0
Static risk flags
0
Last source update
2026-08-04
Source checked
2026-08-04

Decision brief

What it does—and where it fits

Run proportional development phases and resume persisted task state. Use to plan, build, implement, fix, migrate, refactor, or continue project artifacts.

Best for

    Not for

    • Tasks that require unconfirmed production actions or broad system permissions.
    • Environments where the pinned source and install steps cannot be inspected.

    Compatibility matrix

    Platform support, with evidence labels

    PlatformStatusEvidenceWhat to check
    CodexNot declaredNo explicit evidencePortability before use
    Claude CodeNot declaredNo explicit evidencePortability before use
    CursorNot declaredNo explicit evidencePortability before use
    Gemini CLINot declaredNo explicit evidencePortability before use
    Open the compatibility checker

    Installation

    Inspect first. Install second.

    The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

    Source-detected install commandSource
    npx skills add https://github.com/laimis91/assistant-framework --skill "docs/evals/variants/workflow-kernel-v1"
    Safe inspection promptEditorial

    Inspect the Agent Skill "assistant-workflow" from https://github.com/laimis91/assistant-framework/blob/e85fbadd83b022d9644bbe51b11784cf2e2dfd72/docs/evals/variants/workflow-kernel-v1/SKILL.md at commit e85fbadd83b022d9644bbe51b11784cf2e2dfd72. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

    Workflow

    What the source asks the agent to do

    1. 01

      Goal

      Move project work from the newest accepted requirement to a verified, reviewed, reconstructable outcome with the least process that safely fits the risk.

      Move project work from the newest accepted requirement to a verified, reviewed, reconstructable outcome with the least process that safely fits the risk.
    2. 02

      Success Criteria

      Run the proportional phase path: Discover - optional Decompose - optional Plan -

      Run the proportional phase path: Discover - optional Decompose - optional Plan -Reconcile persisted state against the newest user request and currentIf resume reconciliation classifies persisted state as stale, superseded, or completed,
    3. 03

      Constraints

      Explicit user or repository artifact schemas override workflow-internal shapes; preserve exact paths, keys, types, ids, and supplied literals.

      Explicit user or repository artifact schemas override workflow-internal shapes; preserve exact paths, keys, types, ids, and supplied literals.Preserve user changes, secrets, permissions, and company data boundaries.Prefer repository-native commands and patterns. Do not install or call
    4. 04

      Contract Loading

      Read contracts/index.yaml first. Canonical contracts remain authoritative; load only the active selector:

      entry for task inputs and triage;currentphase for the active transition and invariants;selectedhandoff before dispatch and return validation;
    5. 05

      Execution

      1. Triage size, risk, gates, state, lane, review/QA, and delegation triggers. 2. Discover the relevant code and constraints; reconcile state. Create the Requirement Acceptance Map when its medium+/promotion condition applies. 3. Apply planmode: skip Plan for none, keep inline co…

      Triage size, risk, gates, state, lane, review/QA, and delegation triggers.Discover the relevant code and constraints; reconcile state. Create theApply planmode: skip Plan for none, keep inline concise, and for

    Permission review

    Static risk signals and limitations

    No configured static risk pattern was detected

    This is not proof of safety. Runtime behavior, indirect dependencies, and hidden external systems are outside the static scan.

    Evidence record

    Why each signal appears

    EvidenceSourceComputedTestedEditorial
    SignalValueEvidence typeMeaning
    Quality score90/100ComputedDocumentation, specificity, maintenance, and trust rules
    Repository stars7SourceRepository attention, not individual Skill quality
    Compatibility0 platformsSourceDeclared in the catalog source record
    Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

    Pinned source

    Provenance and original SKILL.md

    Repository
    laimis91/assistant-framework
    Skill path
    docs/evals/variants/workflow-kernel-v1/SKILL.md
    Commit
    e85fbadd83b022d9644bbe51b11784cf2e2dfd72
    License
    MIT
    Collected
    2026-08-04
    Default branch
    main
    View the original SKILL.md

    Development Workflow

    Goal

    Move project work from the newest accepted requirement to a verified, reviewed, reconstructable outcome with the least process that safely fits the risk.

    Success Criteria

    • Run the proportional phase path: Discover -> optional Decompose -> optional Plan -> optional Design -> Build -> Review -> Document. Scale phases; do not omit their applicable gates.
    • Reconcile persisted state against the newest user request and current repository evidence before using its next action.
    • If resume reconciliation classifies persisted state as stale, superseded, or completed, update the framework-owned {agent_state_dir}/task.md before acting or returning; record the classification and reason, current task identity, and repaired exact next action.
    • Ask only about material, undiscoverable implementation choices with no safe default. Otherwise state the default and proceed.
    • For medium+, create stable requirement ids with binary criteria and verification methods; small work keeps compact acceptance unless promoted by ambiguity, risk, or multiple material requirements.
    • Select plan_mode: trivial safe work uses none, bounded small work may use inline, and medium+, risky, destructive, or scope-shaping work uses approval_required and waits before Build.
    • Behavior changes use valid RED -> minimal GREEN -> refactor-safe verification, or record an approved non-behavior exception.
    • Ordinary medium work uses one bounded edit/test executor plus independent Code Reviewer. Separate Writer and Builder/Tester only when risk or broad, noisy, environment-heavy, or explicitly independent verification requires it.
    • Complete applicable Spec, quality, security, and QA routes. QA is required only by its explicit acceptance triggers.
    • Build repair owns implementation/verification failures; Review owns review-fix and fresh re-review. Document is the sole owner of final_handoff.
    • Medium+ output follows references/final-handoff.md; every accepted requirement has passed evidence or an approved exclusion.

    Constraints

    • Explicit user or repository artifact schemas override workflow-internal shapes; preserve exact paths, keys, types, ids, and supplied literals.
    • Preserve user changes, secrets, permissions, and company data boundaries.
    • Prefer repository-native commands and patterns. Do not install or call external services without approval.
    • Keep scope changes explicit. Replan and seek approval when files, behavior, risk, verification, or acceptance changes materially.
    • Treat SOLID, KISS, DRY, YAGNI, and patterns as evidence lenses. Refactor only for a concrete correctness, security, ownership, testing, extension, or maintainability risk.
    • Exact phase markers are required only by strict mode, project policy, or user request; otherwise use concise progress updates.

    Contract Loading

    Read contracts/index.yaml first. Canonical contracts remain authoritative; load only the active selector:

    • entry for task inputs and triage;
    • current_phase for the active transition and invariants;
    • selected_handoff before dispatch and return validation;
    • completion before final exit.
    • delegation before dispatch for indexed role/trigger fields.

    Missing or invalid selectors use load_full_authoritative_file and record the recovery. Load references/workflow-controller.md for cross-phase routing and references/phases.md for phase mechanics. Load other references only when their named condition applies.

    Migration: workflow v4 uses subagent_trigger_scope; verification_command remains non-empty argv string[]. assistant-review v3 owns Reviewer/QA packets and returns final_summary / qa_evaluation_result.

    Execution

    1. Triage size, risk, gates, state, lane, review/QA, and delegation triggers.
    2. Discover the relevant code and constraints; reconcile state. Create the Requirement Acceptance Map when its medium+/promotion condition applies.
    3. Apply plan_mode: skip Plan for none, keep inline concise, and for approval_required decompose as needed and obtain approval before edits.
    4. Build tests-first where behavior changes, verify each slice, and record deviations instead of improvising scope.
    5. Run Spec Review then independent quality review. Audit normally uses one pass; review-fix normally uses one fresh post-fix re-review. Round 3+ needs new evidence and an additional_round_reason; round 10 is terminal.
    6. Complete documentation and the evidence-bounded final handoff.

    Output

    For medium+, return status, changed areas, requirement evidence, verification, review claim, architecture decisions, manual scenarios or explicit N/A, limitations, rollback/recovery, and one next step. Small work returns status, changed areas, compact acceptance/verification, material risks, and next step.

    Stop Rules

    • Stop for a material unknown with no safe discoverable default.
    • Stop before unapproved medium+ Build or material plan deviation.
    • Stop before completion when accepted requirement evidence, validation, required review, or final-handoff fields are missing.
    • Report blockers and residual uncertainty; never replace evidence with “should work,” categorical cleanliness, or guessed completion.

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