Implement
SkillDev toolsImplement accepted behavior, repair defects or execute a selected wave with per-lane evidence. Use when: coding is authorized and ready; return facts, not a binding verdict.
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Then ask your AI: use the Implement skill
What this skill tells your AI
The instructions your AI receives, as published by boshu2/agentops in skills/implement/SKILL.md and read by ahel’s review.
Execute exactly one bounded experiment described by the resolved bead or caller intent. Implement owns subject edits and factual evidence; the runtime derives identity and receipts.
Prompt
Implement bead ag-1234 from its text: acceptance "ao gate check lists
skill.probe-coverage", scope cli/internal/gates/** plus regen outputs, first
check `cd cli && go test ./internal/gates/...`. RED first, smallest change,
return the manifest digest and check receipts, stop.
It's working if
- The first transcript command is the acceptance check, and its output shows the expected failure (or a green baseline for a relocation or refactor).
- Every path in
git diff --statfalls inside the declared scope; an outside consumer is reported asfile:line, not absorbed. - The response carries the
subject-manifest.v1digest, author context ID, and verbatim check output; nogit commitorgit pushappears.
Workflow
- Read the intent, acceptance, and scope from their existing source; before
the first write, read
boundaries.mdin the rpi skill'sreferencesdirectory for what Implement does not own. - Run the declared first acceptance check before changing behavior. RED-first applies when acceptance is behavioral: preserve evidence that the check fails for the expected missing behavior. Relocations, doc merges, and pure refactors record an honest green pre-change baseline instead.
- Make the smallest in-scope change that satisfies the active behavior.
- Run the targeted acceptance checks and capture factual results.
- Refactor only while those checks stay green. Refactoring does not change the acceptance test.
- Have the runtime derive actual changed paths and
subject-manifest.v1from the before/after subject. - Return the manifest digest, author context ID, and exact check receipts in the response or runtime channel. Stop.
Specialists (standards, domain, test, refactor, security) advise only. During edits, run the smallest deterministic checks that can falsify the change, reuse exact-input receipts whose subject and tool identity still match, and run the full suite at the integration boundary unless the intent makes it the first check.
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, who may revise the intent and start a separate invocation; a different acceptance contract is a new intent.
Before declaring GREEN, self-audit the diff for mocks, placeholders, TODO stubs, hardcoded fixture values, weakened assertions, regenerated goldens, widened tolerances, suppression directives, or specification edits standing in for real behavior. A changed test, gate, fixture, golden, or acceptance source must be required by the original intent, with green coming from the implemented behavior; a check that passes against a substitute or weakened oracle is not evidence: 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. A failed check is evidence for the caller, not permission to create a packet or validation loop.
Signals
- GitHub stars
- 434
- Forks
- 40
- Last commit
- Sep 2026
- Hacker News mentions
- 20
Advanced
- Catalog kind
- skill
- Gateway key
implement-boshu2- Source
- github.com/boshu2/agentops