Claude opencode Skill

implement

Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check facts. Triggers: "implement", "implement this bead", "run the experiment". Full plan-to-validation requests route to rpi.

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Download boshu2-agentops-packs_agentops-executor_agents_implementer_skills_implement-c655850.zip · 2 KB
boshu2/agentops 445 41 forks Apache-2.0 Updated 1d ago
Part of boshu2/agentops — 73 skills

Install

skills CLI npx skills add https://github.com/boshu2/agentops/tree/main/packs/agentops-executor/agents/implementer/skills/implement
Claude Code claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install boshu2-agentops@llmmart
Git git clone https://github.com/boshu2/agentops.git

The skills CLI installs just this skill, for any of its supported agents. Claude Code installs the whole boshu2/agentops collection as a plugin from our marketplace. Git is the plain clone.

Skill manifest

Implement

Execute exactly one bounded experiment described by the resolved bead or caller intent. Implement owns subject edits and factual evidence. It does not create a second planning record or a model-authored candidate packet.

Workflow

  1. Read the intent, acceptance, and scope from their existing source. A runtime may snapshot and hash that source automatically for drift detection.
  2. Run the declared first acceptance check before changing behavior. RED-first applies only when acceptance is behavioral: preserve evidence that the check fails for the expected missing behavior. Relocations, doc merges, and pure refactors need no failing-check ritual — record an honest green pre-change baseline instead.
  3. Make the smallest in-scope change that satisfies the active behavior.
  4. Run the targeted acceptance checks and capture factual results.
  5. Refactor only while those checks stay green. Refactoring does not change the acceptance test.
  6. Have the runtime derive actual changed paths and subject-manifest.v1 from the before/after subject. Do not make the model transcribe those facts.
  7. Return the manifest digest, author context ID, and exact check receipts in the response or runtime channel. Stop.

Specialists such as standards, domain, test, refactor, and security may provide advice. They are never hard dependencies and cannot add lifecycle authority.

Evidence proportionality

During edits, run the smallest deterministic checks that can falsify the active change. Reuse exact-input receipts when their subject and tool identity still match. Run an expensive full-suite check at the integration boundary, or earlier only when the intent explicitly makes it the first acceptance check. Repeatedly replaying the full suite after every focused edit adds latency, not proof.

Scope conflict rule

On discovering a live consumer of the change outside the declared write scope — a test asserting the old path, a generated twin, a gate reading the moved file — stop and report the exact file and line to the caller. Do not silently expand scope to absorb it. One repair revision of the intent is the maximum before escalating to the caller; the 2026-07-15 heal-skill fold took three intent revisions (lineage under .agents/ao/intents/sha256/26a4f2be...eb48) because hand-enumerated scope kept missing live consumers.

Before declaring GREEN, self-audit the diff for mocks, placeholders, TODO stubs, and hardcoded fixture values standing in for real behavior. A check that passes against a placeholder is not evidence for the acceptance criterion; either finish the behavior or report it as not built.

Boundary

  • Do not commit, push, claim, close, release, land, reserve, retry, or invoke a semantic validator.
  • Do not silently expand acceptance. A different acceptance contract is a new intent for a caller to start separately.
  • A failed check is evidence for the caller, not permission to create a packet or validation loop.
Files (agentops)
  • references
    • implement.feature 735 B · in bundle
  • scripts
    • validate.sh 502 B
      #!/usr/bin/env bash
      set -euo pipefail
      skill_dir="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
      grep -q '^name: implement$' "$skill_dir/SKILL.md"
      # test_runtime_derives_subject
      grep -Fq 'exactly one bounded experiment' "$skill_dir/SKILL.md"
      grep -Fq 'runtime derive actual changed paths' "$skill_dir/SKILL.md"
      if grep -Fq 'candidate-packet.v1' "$skill_dir/SKILL.md"; then
        echo 'implement contract references a model-authored candidate packet' >&2
        exit 1
      fi
      echo 'implement skill contract: PASS'
      
  • SKILL.md 3.7 KB
    ---
    name: implement
    description: 'Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check facts. Triggers: "implement", "implement this bead", "run the experiment". Full plan-to-validation requests route to rpi.'
    practices:
    - tdd
    - refactoring
    - small-batch-flow
    hexagonal_role: driving-adapter
    consumes: []
    produces:
    - subject-manifest.v1
    context_rel:
    - kind: customer-of
      with: plan
    skill_api_version: 1
    user-invocable: true
    metadata:
      graph_root: true
      tier: execution
      dependencies: []
      capabilities: [execute_one_experiment, collect_factual_evidence]
      effects: [modify_declared_subject, derive_subject_manifest]
      canonical_status: canonical
      disposition: keep
    ---
    
    # Implement
    
    Execute exactly one bounded experiment described by the resolved bead or caller
    intent. Implement owns subject edits and factual evidence. It does not create a
    second planning record or a model-authored candidate packet.
    
    ## Workflow
    
    1. Read the intent, acceptance, and scope from their existing source. A runtime
       may snapshot and hash that source automatically for drift detection.
    2. Run the declared first acceptance check before changing behavior. RED-first
       applies only when acceptance is behavioral: preserve evidence that the check
       fails for the expected missing behavior. Relocations, doc merges, and pure
       refactors need no failing-check ritual — record an honest green pre-change
       baseline instead.
    3. Make the smallest in-scope change that satisfies the active behavior.
    4. Run the targeted acceptance checks and capture factual results.
    5. Refactor only while those checks stay green. Refactoring does not change the
       acceptance test.
    6. Have the runtime derive actual changed paths and `subject-manifest.v1` from
       the before/after subject. Do not make the model transcribe those facts.
    7. Return the manifest digest, author context ID, and exact check receipts in the
       response or runtime channel. Stop.
    
    Specialists such as standards, domain, test, refactor, and security may provide
    advice. They are never hard dependencies and cannot add lifecycle authority.
    
    ## Evidence proportionality
    
    During edits, run the smallest deterministic checks that can falsify the active
    change. Reuse exact-input receipts when their subject and tool identity still
    match. Run an expensive full-suite check at the integration boundary, or
    earlier only when the intent explicitly makes it the first acceptance check.
    Repeatedly replaying the full suite after every focused edit adds latency, not
    proof.
    
    ## Scope conflict rule
    
    On discovering a live consumer of the change outside the declared write scope
    — a test asserting the old path, a generated twin, a gate reading the moved
    file — stop and report the exact file and line to the caller. Do not silently
    expand scope to absorb it. One repair revision of the intent is the maximum
    before escalating to the caller; the 2026-07-15 heal-skill fold took three
    intent revisions (lineage under `.agents/ao/intents/sha256/26a4f2be...eb48`)
    because hand-enumerated scope kept missing live consumers.
    
    Before declaring GREEN, self-audit the diff for mocks, placeholders, TODO
    stubs, and hardcoded fixture values standing in for real behavior. A check
    that passes against a placeholder is not evidence for the acceptance
    criterion; either finish the behavior or report it as not built.
    
    ## Boundary
    
    - Do not commit, push, claim, close, release, land, reserve, retry, or invoke a
      semantic validator.
    - Do not silently expand acceptance. A different acceptance contract is a new
      intent for a caller to start separately.
    - A failed check is evidence for the caller, not permission to create a packet
      or validation loop.
    

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