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suboss87/FDEOps
Forward deployed engineering skills for AI coding agents.
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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skills/audit/SKILL.md
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skills/board-memo/SKILL.md
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skills/brief/SKILL.md
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skills/build/SKILL.md
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skills/connect/SKILL.md
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skills/earn-trust/SKILL.md
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skills/fde/SKILL.md
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skills/feedback/SKILL.md
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skills/handoff/SKILL.md
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skills/ingest/SKILL.md
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skills/integrate/SKILL.md
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skills/options/SKILL.md
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skills/plan/SKILL.md
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skills/poc/SKILL.md
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skills/prioritize/SKILL.md
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skills/qa/SKILL.md
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skills/readout/SKILL.md
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skills/red-team/SKILL.md
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skills/rescue/SKILL.md
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skills/review/SKILL.md
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skills/rollback/SKILL.md
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skills/runbook/SKILL.md
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skills/scope/SKILL.md
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skills/score-use-cases/SKILL.md
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skills/ship/SKILL.md
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skills/switch-clients/SKILL.md
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skills/test-assumptions/SKILL.md
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skills/what-breaks/SKILL.md
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skills/who-decides/SKILL.md
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Verified commit 30e3f6c92dadbc013337e7ebdae14087d43bd126
git clone --filter=blob:none --no-checkout https://github.com/suboss87/FDEOps.git .hotskills/suboss87-fdeops && git -C .hotskills/suboss87-fdeops checkout --detach 30e3f6c92dadbc013337e7ebdae14087d43bd126
# Copy each selected skill directory from .hotskills/suboss87-fdeops into .claude/skills/<skill-name>/git clone --filter=blob:none --no-checkout https://github.com/suboss87/FDEOps.git .hotskills/suboss87-fdeops && git -C .hotskills/suboss87-fdeops checkout --detach 30e3f6c92dadbc013337e7ebdae14087d43bd126
# Copy each selected skill directory from .hotskills/suboss87-fdeops into .agents/skills/<skill-name>/Heat
3.1- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
Individual skills in this repository
- audit
skills/audit - board-memo
skills/board-memo - brief
skills/brief - build
skills/build - business-case
skills/business-case - connect
skills/connect - dashboard
skills/dashboard - debrief
skills/debrief - debug
skills/debug - demo-prep
skills/demo-prep - discover
skills/discover - earn-trust
skills/earn-trust - evaluate
skills/evaluate - fde
skills/fde - feedback
skills/feedback - handoff
skills/handoff - ingest
skills/ingest - integrate
skills/integrate - options
skills/options - plan
skills/plan - poc
skills/poc - prioritize
skills/prioritize - qa
skills/qa - readout
skills/readout - red-team
skills/red-team - rescue
skills/rescue - review
skills/review - rollback
skills/rollback - runbook
skills/runbook - scope
skills/scope - score-use-cases
skills/score-use-cases - ship
skills/ship - switch-clients
skills/switch-clients - test-assumptions
skills/test-assumptions - what-breaks
skills/what-breaks - who-decides
skills/who-decides
How it works
audit
When your agent uses it
Audit an inherited engagement or implementation against its evidence. Use when taking over work or joining mid-project; distinguish verified facts from inherited claims.
What it loads into context
Frontmatter
33 tokensAlways available to the agent
SKILL.md
245 tokensWhen the skill is activated
Reference documents
267,583 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../.claude-plugin/marketplace.jsonasset790 bytes../../.claude-plugin/plugin.jsonasset779 bytes../../.claude/commands/close.mddoc687 bytes../../.claude/commands/outcome.mddoc1,111 bytes../../.claude/commands/outcome.mddoc1,111 bytes../../.claude/commands/prep.mddoc1,154 bytes../../.claude/commands/receipts.mddoc1,086 bytes../../.claude/commands/trust.mddoc1,195 bytes../../bin/generate-skills.jsruns9,955 bytes../../hooks/hooks.jsonasset766 bytes../README.mddoc644 bytes.fde-generated.jsonasset550 bytesSKILL.mdcore1,361 bytesagents/openai.yamlasset199 bytesreferences/audit.mddoc5,206 bytesreferences/discover.mddoc9,110 bytesreferences/task-context.mddoc6,732 bytes../board-memo/.fde-generated.jsonasset560 bytes../board-memo/SKILL.mddoc1,371 bytes../board-memo/agents/openai.yamlasset205 bytes../board-memo/references/board-memo.mddoc5,754 bytes../board-memo/references/business-case.mddoc6,392 bytes../board-memo/references/task-context.mddoc6,732 bytes../brief/.fde-generated.jsonasset451 bytes../brief/SKILL.mddoc1,356 bytes../brief/agents/openai.yamlasset200 bytes../brief/references/land.mddoc14,042 bytes../brief/references/task-context.mddoc6,732 bytes../build/.fde-generated.jsonasset1,129 bytes../build/SKILL.mddoc1,340 bytes../build/agents/openai.yamlasset200 bytes../build/references/build.mddoc4,819 bytes../build/references/debug.mddoc3,483 bytes../build/references/eval-pack.mddoc6,026 bytes../build/references/integrate.mddoc4,813 bytes../build/references/qa.mddoc2,663 bytes../build/references/review.mddoc5,422 bytes../build/references/ship.mddoc10,410 bytes../build/references/task-context.mddoc6,732 bytes../build/references/verification.mddoc5,583 bytes../business-case/.fde-generated.jsonasset460 bytes../business-case/SKILL.mddoc1,372 bytes../business-case/agents/openai.yamlasset210 bytes../business-case/references/business-case.mddoc6,392 bytes../business-case/references/task-context.mddoc6,732 bytes../connect/.fde-generated.jsonasset749 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bytes../discover/references/task-context.mddoc6,732 bytes../earn-trust/.fde-generated.jsonasset457 bytes../earn-trust/SKILL.mddoc1,339 bytes../earn-trust/agents/openai.yamlasset206 bytes../earn-trust/references/earn-trust.mddoc5,934 bytes../earn-trust/references/task-context.mddoc6,732 bytes../evaluate/.fde-generated.jsonasset1,129 bytes../evaluate/SKILL.mddoc1,375 bytes../evaluate/agents/openai.yamlasset202 bytes../evaluate/references/build.mddoc4,819 bytes../evaluate/references/debug.mddoc3,483 bytes../evaluate/references/eval-pack.mddoc6,026 bytes../evaluate/references/integrate.mddoc4,813 bytes../evaluate/references/qa.mddoc2,663 bytes../evaluate/references/review.mddoc5,422 bytes../evaluate/references/ship.mddoc10,410 bytes../evaluate/references/task-context.mddoc6,732 bytes../evaluate/references/verification.mddoc5,583 bytes../fde/SKILL.mddoc11,647 bytes../fde/agents/openai.yamlasset219 bytes../fde/references/ai.mddoc10,719 bytes../fde/references/artifacts.mddoc8,905 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bytes../rollback/agents/openai.yamlasset201 bytes../rollback/references/rollback.mddoc5,004 bytes../rollback/references/task-context.mddoc6,732 bytes../runbook/.fde-generated.jsonasset849 bytes../runbook/SKILL.mddoc1,372 bytes../runbook/agents/openai.yamlasset213 bytes../runbook/references/close.mddoc10,491 bytes../runbook/references/encode-pattern.mddoc7,562 bytes../runbook/references/land.mddoc14,042 bytes../runbook/references/runbook.mddoc4,625 bytes../runbook/references/task-context.mddoc6,732 bytes../runbook/references/verification.mddoc5,583 bytes../scope/.fde-generated.jsonasset457 bytes../scope/SKILL.mddoc1,353 bytes../scope/agents/openai.yamlasset185 bytes../scope/references/hold-scope.mddoc7,002 bytes../scope/references/task-context.mddoc6,732 bytes../score-use-cases/.fde-generated.jsonasset565 bytes../score-use-cases/SKILL.mddoc1,360 bytes../score-use-cases/agents/openai.yamlasset223 bytes../score-use-cases/references/business-case.mddoc6,392 bytes../score-use-cases/references/score-use-cases.mddoc6,485 bytes../score-use-cases/references/task-context.mddoc6,732 bytes../ship/.fde-generated.jsonasset1,129 bytes../ship/SKILL.mddoc1,358 bytes../ship/agents/openai.yamlasset192 bytes../ship/references/build.mddoc4,819 bytes../ship/references/debug.mddoc3,483 bytes../ship/references/eval-pack.mddoc6,026 bytes../ship/references/integrate.mddoc4,813 bytes../ship/references/qa.mddoc2,663 bytes../ship/references/review.mddoc5,422 bytes../ship/references/ship.mddoc10,410 bytes../ship/references/task-context.mddoc6,732 bytes../ship/references/verification.mddoc5,583 bytes../switch-clients/.fde-generated.jsonasset563 bytes../switch-clients/SKILL.mddoc1,410 bytes../switch-clients/agents/openai.yamlasset222 bytes../switch-clients/references/switch-clients.mddoc5,967 bytes../switch-clients/references/task-context.mddoc6,732 bytes../switch-clients/references/verification.mddoc5,583 bytes../test-assumptions/.fde-generated.jsonasset463 bytes../test-assumptions/SKILL.mddoc1,384 bytes../test-assumptions/agents/openai.yamlasset215 bytes../test-assumptions/references/task-context.mddoc6,732 bytes../test-assumptions/references/test-assumptions.mddoc7,900 bytes../what-breaks/.fde-generated.jsonasset458 bytes../what-breaks/SKILL.mddoc1,346 bytes../what-breaks/agents/openai.yamlasset208 bytes../what-breaks/references/task-context.mddoc6,732 bytes../what-breaks/references/what-breaks.mddoc5,466 bytes../who-decides/.fde-generated.jsonasset458 bytes../who-decides/SKILL.mddoc1,363 bytes../who-decides/agents/openai.yamlasset200 bytes../who-decides/references/task-context.mddoc6,732 bytes../who-decides/references/who-decides.mddoc6,859 bytes
Read SKILL.md
# audit
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
An audit of inherited claims and takeover risks.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/audit.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubboard-memo
When your agent uses it
Draft a board or executive summary of an engagement using outcomes, risks and investment decisions. Use when the sponsor needs to brief senior leadership.
What it loads into context
Frontmatter
35 tokensAlways available to the agent
SKILL.md
252 tokensWhen the skill is activated
Reference documents
3,962 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset560 bytesSKILL.mdcore1,371 bytesagents/openai.yamlasset205 bytesreferences/board-memo.mddoc5,754 bytesreferences/business-case.mddoc6,392 bytesreferences/task-context.mddoc6,732 bytes
Read SKILL.md
# board-memo
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
An executive memo separating evidence, risk and decisions.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/board-memo.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubbrief
When your agent uses it
Clarify a new customer brief, desired outcome, constraints and evidence gaps. Use for kickoff or a first meeting; do not repeat discovery already supplied.
What it loads into context
Frontmatter
36 tokensAlways available to the agent
SKILL.md
249 tokensWhen the skill is activated
Reference documents
4,262 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset451 bytesSKILL.mdcore1,356 bytesagents/openai.yamlasset200 bytesreferences/land.mddoc14,042 bytesreferences/task-context.mddoc6,732 bytes
Read SKILL.md
# brief
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A grounded brief with success criteria and open questions.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/land.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubbuild
When your agent uses it
Implement a scoped software change for a customer and verify its behavior. Use for delivery work with an understood outcome, not incident response.
What it loads into context
Frontmatter
32 tokensAlways available to the agent
SKILL.md
241 tokensWhen the skill is activated
Reference documents
8,984 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset1,129 bytesSKILL.mdcore1,340 bytesagents/openai.yamlasset200 bytesreferences/build.mddoc4,819 bytesreferences/debug.mddoc3,483 bytesreferences/eval-pack.mddoc6,026 bytesreferences/integrate.mddoc4,813 bytesreferences/qa.mddoc2,663 bytesreferences/review.mddoc5,422 bytesreferences/ship.mddoc10,410 bytesreferences/task-context.mddoc6,732 bytesreferences/verification.mddoc5,583 bytes
Read SKILL.md
# build
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
An implemented change with verification evidence.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/build.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubbusiness-case
When your agent uses it
Develop a business case for an initiative using costs, benefits, risks and evidence. Use when a sponsor needs budget or timeline justification.
What it loads into context
Frontmatter
33 tokensAlways available to the agent
SKILL.md
246 tokensWhen the skill is activated
Reference documents
2,636 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset460 bytesSKILL.mdcore1,372 bytesagents/openai.yamlasset210 bytesreferences/business-case.mddoc6,392 bytesreferences/task-context.mddoc6,732 bytes
Read SKILL.md
# business-case
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
An evidence-backed investment case with explicit assumptions.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/business-case.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubconnect
When your agent uses it
Configure or diagnose access to a requested source using available host tools. Use for source MCP setup; source configuration needs no engagement record and credentials stay with the host.
What it loads into context
Frontmatter
38 tokensAlways available to the agent
SKILL.md
251 tokensWhen the skill is activated
Reference documents
6,493 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset749 bytesSKILL.mdcore1,413 bytesSKILL.mdcore1,413 bytesSKILL.mdcore1,413 bytesSKILL.mdcore1,413 bytesSKILL.mdcore1,413 bytesagents/openai.yamlasset222 bytesreferences/connect.mddoc1,617 bytesreferences/debrief.mddoc14,021 bytesreferences/ingest.mddoc6,367 bytesreferences/source-setup.mddoc2,821 bytesreferences/task-context.mddoc6,732 bytes
Read SKILL.md
# connect
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
Source setup guidance and an honest capability check.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/connect.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubdashboard
When your agent uses it
Review the portfolio across existing engagement records. Use for status across customers; requires accessible permitted records and does not create missing client histories.
What it loads into context
Frontmatter
32 tokensAlways available to the agent
SKILL.md
249 tokensWhen the skill is activated
Reference documents
2,041 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset456 bytesSKILL.mdcore1,395 bytesagents/openai.yamlasset217 bytesreferences/dashboard.mddoc3,207 bytesreferences/task-context.mddoc6,732 bytes
Read SKILL.md
# dashboard
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A portfolio view of engagement status and attention needed.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/dashboard.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubdebrief
When your agent uses it
Turn meeting notes or a transcript into sourced decisions, changes and next actions. Use after a customer conversation; review consequential record updates before saving.
What it loads into context
Frontmatter
35 tokensAlways available to the agent
SKILL.md
249 tokensWhen the skill is activated
Reference documents
6,493 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset749 bytesSKILL.mdcore1,378 bytesagents/openai.yamlasset208 bytesreferences/connect.mddoc1,617 bytesreferences/debrief.mddoc14,021 bytesreferences/ingest.mddoc6,367 bytesreferences/source-setup.mddoc2,821 bytesreferences/task-context.mddoc6,732 bytes
Read SKILL.md
# debrief
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A sourced meeting summary with decisions and next actions.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/debrief.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubdebug
When your agent uses it
Investigate a failure, regression or incorrect result in an integration or application, even before it can be reproduced. Use for diagnosis and repair; follow incident authority for live mitigation.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
252 tokensWhen the skill is activated
Reference documents
8,984 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset1,129 bytesSKILL.mdcore1,394 bytesagents/openai.yamlasset190 bytesreferences/build.mddoc4,819 bytesreferences/debug.mddoc3,483 bytesreferences/eval-pack.mddoc6,026 bytesreferences/integrate.mddoc4,813 bytesreferences/qa.mddoc2,663 bytesreferences/review.mddoc5,422 bytesreferences/ship.mddoc10,410 bytesreferences/task-context.mddoc6,732 bytesreferences/verification.mddoc5,583 bytes
Read SKILL.md
# debug
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A diagnosed failure, repair and regression evidence.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/debug.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubdemo-prep
When your agent uses it
Prepare a customer demo or executive walkthrough around an evidenced outcome. Use before show-and-tell to rehearse the journey and prepare a fallback.
What it loads into context
Frontmatter
36 tokensAlways available to the agent
SKILL.md
252 tokensWhen the skill is activated
Reference documents
1,862 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset456 bytesSKILL.mdcore1,360 bytesagents/openai.yamlasset193 bytesreferences/demo-prep.mddoc2,539 bytesreferences/task-context.mddoc6,732 bytes
Read SKILL.md
# demo-prep
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A demo narrative, rehearsal plan and failure fallback.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/demo-prep.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubdiscover
When your agent uses it
Trace a customer workflow and identify the problem, baseline and evidence gaps. Use for discovery or an unclear customer brief, before choosing a solution.
What it loads into context
Frontmatter
34 tokensAlways available to the agent
SKILL.md
246 tokensWhen the skill is activated
Reference documents
4,115 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset550 bytesSKILL.mdcore1,361 bytesagents/openai.yamlasset204 bytesreferences/audit.mddoc5,206 bytesreferences/discover.mddoc9,110 bytesreferences/task-context.mddoc6,732 bytes
Read SKILL.md
# discover
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A workflow diagnosis with baseline and evidence gaps.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/discover.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubearn-trust
When your agent uses it
Plan how to earn customer trust and appropriate access. Use when credibility, permissions or AI policy constrain the engagement.
What it loads into context
Frontmatter
30 tokensAlways available to the agent
SKILL.md
248 tokensWhen the skill is activated
Reference documents
2,412 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset457 bytesSKILL.mdcore1,339 bytesagents/openai.yamlasset206 bytesreferences/earn-trust.mddoc5,934 bytesreferences/task-context.mddoc6,732 bytes
Read SKILL.md
# earn-trust
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A plan for access, credibility and permitted AI use.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/earn-trust.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubevaluate
When your agent uses it
Evaluate an AI workflow against representative cases and its permitted actions. Use for model, retrieval or agent evaluation; tests do not grant release authority.
What it loads into context
Frontmatter
34 tokensAlways available to the agent
SKILL.md
247 tokensWhen the skill is activated
Reference documents
8,984 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset1,129 bytesSKILL.mdcore1,375 bytesagents/openai.yamlasset202 bytesreferences/build.mddoc4,819 bytesreferences/debug.mddoc3,483 bytesreferences/eval-pack.mddoc6,026 bytesreferences/integrate.mddoc4,813 bytesreferences/qa.mddoc2,663 bytesreferences/review.mddoc5,422 bytesreferences/ship.mddoc10,410 bytesreferences/task-context.mddoc6,732 bytesreferences/verification.mddoc5,583 bytes
Read SKILL.md
# evaluate
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
Evaluation results, failure analysis and release evidence.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/eval-pack.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubfde
When your agent uses it
Keeps the engagement record for client work. Use when they name a client or stakeholder. Use when they debrief a meeting or paste notes. Use when they ask what was agreed. Use when they run a POC, change the client's codebase, prove it on their staging, go live, or need evals before a model acts. Use when they prep a readout, when trust shifts, or they say @fde. Route and run the local fde CLI (or npx --yes fdeops). Never ask them to type commands. Not for ordinary code edits in an unbound repo.
What it loads into context
Frontmatter
129 tokensAlways available to the agent
SKILL.md
2,554 tokensWhen the skill is activated
Reference documents
58,795 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Task entry
- Human surface vs agent plumbing
- Entry (every session)
- Engineering and delivery
- Voice
- Routing - choose the work needed now
- Principles
Files
SKILL.mdcore11,647 bytesSKILL.mdcore11,647 bytesagents/openai.yamlasset219 bytesreferences/ai.mddoc10,719 bytesreferences/artifacts.mddoc8,905 bytesreferences/audit.mddoc5,206 bytesreferences/board-memo.mddoc5,754 bytesreferences/build.mddoc4,819 bytesreferences/business-case.mddoc6,392 bytesreferences/close.mddoc10,491 bytesreferences/connect.mddoc1,617 bytesreferences/dashboard.mddoc3,207 bytesreferences/debrief.mddoc14,021 bytesreferences/debug.mddoc3,483 bytesreferences/demo-prep.mddoc2,539 bytesreferences/discover.mddoc9,110 bytesreferences/earn-trust.mddoc5,934 bytesreferences/encode-pattern.mddoc7,562 bytesreferences/eval-pack.mddoc6,026 bytesreferences/fintech.mddoc3,672 bytesreferences/gov.mddoc3,158 bytesreferences/healthcare.mddoc2,912 bytesreferences/hold-scope.mddoc7,002 bytesreferences/ingest.mddoc6,367 bytesreferences/integrate.mddoc4,813 bytesreferences/land.mddoc14,042 bytesreferences/pick-three.mddoc6,167 bytesreferences/plan.mddoc16,152 bytesreferences/poc.mddoc5,997 bytesreferences/qa.mddoc2,663 bytesreferences/readout.mddoc6,714 bytesreferences/record-setup.mddoc1,758 bytesreferences/record-work.mddoc6,579 bytesreferences/red-team.mddoc6,669 bytesreferences/rescue.mddoc7,731 bytesreferences/review.mddoc5,422 bytesreferences/rollback.mddoc5,004 bytesreferences/runbook.mddoc4,625 bytesreferences/score-use-cases.mddoc6,485 bytesreferences/ship.mddoc10,410 bytesreferences/source-setup.mddoc2,821 bytesreferences/switch-clients.mddoc5,967 bytesreferences/task-context.mddoc6,732 bytesreferences/test-assumptions.mddoc7,900 bytesreferences/three-options.mddoc6,410 bytesreferences/verification.mddoc5,583 bytesreferences/what-breaks.mddoc5,466 bytesreferences/who-decides.mddoc6,859 bytes
Read SKILL.md
# @fde
## Purpose
Coordinate customer work from the first brief through implementation, verification and handoff. Choose the relevant task; never make the user pick a phase. All task skills also work individually. Reuse the customer's tools, decisions and operating process.
## Task entry
Read `references/task-context.md` for authority, data boundaries, CLI availability and evidence rules. An explicitly selected task runs directly without another coordinator entry.
- **Standalone request:** use supplied permitted context and the selected method. Do not initialize `.fde/`, preferences or records just to draft, analyze or change code. Ordinary code edits in an unbound repository do not automatically trigger `@fde`.
- **Ongoing engagement:** use the supplied customer binding. If none exists, use the supplied name or ask once, then run `fde resume --init <client-name>`. Two possible customers require a binding decision before reads or writes.
- **Ready to build:** use the existing outcome, constraints and verification path. Discover or plan only for material gaps. Audit inherited claims on a takeover.
View the complete source on GitHubfeedback
When your agent uses it
Assess a field lesson for reuse or product feedback without exposing customer context. Use for recurring deployment lessons; distinguish a hypothesis from a validated pattern.
What it loads into context
Frontmatter
34 tokensAlways available to the agent
SKILL.md
248 tokensWhen the skill is activated
Reference documents
2,792 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset461 bytesSKILL.mdcore1,395 bytesagents/openai.yamlasset207 bytesreferences/encode-pattern.mddoc7,562 bytesreferences/task-context.mddoc6,732 bytes
Read SKILL.md
# feedback
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A reusable field lesson with evidence and privacy boundaries.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/encode-pattern.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubhandoff
When your agent uses it
Transfer operation of a customer deployment with ownership, evidence and a tested support path. Use for handoff or an engineer rotation, not merely code delivery.
What it loads into context
Frontmatter
37 tokensAlways available to the agent
SKILL.md
252 tokensWhen the skill is activated
Reference documents
7,926 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset650 bytesSKILL.mdcore1,365 bytesagents/openai.yamlasset207 bytesreferences/close.mddoc10,491 bytesreferences/encode-pattern.mddoc7,562 bytesreferences/land.mddoc14,042 bytesreferences/task-context.mddoc6,732 bytes
Read SKILL.md
# handoff
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
An operating handoff with ownership and a support path.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/close.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubingest
When your agent uses it
Fetch requested source material and prepare sourced engagement updates. Use to catch up from external notes or messages; applying updates requires a bound record and confirmation.
What it loads into context
Frontmatter
35 tokensAlways available to the agent
SKILL.md
267 tokensWhen the skill is activated
Reference documents
6,493 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset749 bytesSKILL.mdcore1,486 bytesSKILL.mdcore1,486 bytesSKILL.mdcore1,486 bytesagents/openai.yamlasset211 bytesreferences/connect.mddoc1,617 bytesreferences/debrief.mddoc14,021 bytesreferences/ingest.mddoc6,367 bytesreferences/source-setup.mddoc2,821 bytesreferences/task-context.mddoc6,732 bytes
Read SKILL.md
# ingest
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
Sourced proposed updates, with confirmed record application when bound.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/ingest.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubintegrate
When your agent uses it
Build or change a customer-system integration with explicit data mapping, permissions, retries and reconciliation. Use for connectors, imports, write-back and upstream APIs.
What it loads into context
Frontmatter
36 tokensAlways available to the agent
SKILL.md
249 tokensWhen the skill is activated
Reference documents
8,984 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset1,129 bytesSKILL.mdcore1,385 bytesagents/openai.yamlasset207 bytesreferences/build.mddoc4,819 bytesreferences/debug.mddoc3,483 bytesreferences/eval-pack.mddoc6,026 bytesreferences/integrate.mddoc4,813 bytesreferences/qa.mddoc2,663 bytesreferences/review.mddoc5,422 bytesreferences/ship.mddoc10,410 bytesreferences/task-context.mddoc6,732 bytesreferences/verification.mddoc5,583 bytes
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# integrate
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
An integration with tested mapping and failure handling.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/integrate.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHuboptions
When your agent uses it
Compare feasible approaches to a customer problem and recommend a path with costs, constraints and evidence. Use for an architecture or delivery decision, not implementation.
What it loads into context
Frontmatter
35 tokensAlways available to the agent
SKILL.md
247 tokensWhen the skill is activated
Reference documents
5,720 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset669 bytesSKILL.mdcore1,388 bytesagents/openai.yamlasset214 bytesreferences/business-case.mddoc6,392 bytesreferences/task-context.mddoc6,732 bytesreferences/test-assumptions.mddoc7,900 bytesreferences/three-options.mddoc6,410 bytes
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# options
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
Compared approaches and an evidence-backed recommendation.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/three-options.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubplan
When your agent uses it
Sequence an understood outcome into verifiable delivery slices with dependencies, ownership and acceptance checks. Use for delivery planning, estimation or migration strategy.
What it loads into context
Frontmatter
33 tokensAlways available to the agent
SKILL.md
247 tokensWhen the skill is activated
Reference documents
5,902 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset554 bytesSKILL.mdcore1,376 bytesagents/openai.yamlasset201 bytesreferences/business-case.mddoc6,392 bytesreferences/plan.mddoc16,152 bytesreferences/task-context.mddoc6,732 bytes
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# plan
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A sequenced delivery plan with owners and acceptance checks.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/plan.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubpoc
When your agent uses it
Run a bounded customer proof of concept to test a consequential uncertainty. Use for a spike or pilot with a question and decision deadline, not a full rollout.
What it loads into context
Frontmatter
37 tokensAlways available to the agent
SKILL.md
249 tokensWhen the skill is activated
Reference documents
20,792 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset1,821 bytesSKILL.mdcore1,348 bytesagents/openai.yamlasset206 bytesreferences/audit.mddoc5,206 bytesreferences/build.mddoc4,819 bytesreferences/business-case.mddoc6,392 bytesreferences/debug.mddoc3,483 bytesreferences/discover.mddoc9,110 bytesreferences/eval-pack.mddoc6,026 bytesreferences/integrate.mddoc4,813 bytesreferences/plan.mddoc16,152 bytesreferences/poc.mddoc5,997 bytesreferences/qa.mddoc2,663 bytesreferences/review.mddoc5,422 bytesreferences/ship.mddoc10,410 bytesreferences/task-context.mddoc6,732 bytesreferences/test-assumptions.mddoc7,900 bytesreferences/three-options.mddoc6,410 bytesreferences/verification.mddoc5,583 bytes
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# poc
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A bounded experiment with evidence and a decision.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/poc.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubprioritize
When your agent uses it
Choose up to three immediate priorities from competing initiatives. Use when everything is urgent and the customer needs a defensible order with explicit deferrals.
What it loads into context
Frontmatter
34 tokensAlways available to the agent
SKILL.md
246 tokensWhen the skill is activated
Reference documents
3,994 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset560 bytesSKILL.mdcore1,373 bytesagents/openai.yamlasset211 bytesreferences/business-case.mddoc6,392 bytesreferences/pick-three.mddoc6,167 bytesreferences/task-context.mddoc6,732 bytes
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# prioritize
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
Three immediate priorities and explicit deferrals.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/pick-three.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubqa
When your agent uses it
Exercise the delivered customer journey using real runtime or browser evidence. Use for functional acceptance testing after implementation, including failure paths.
What it loads into context
Frontmatter
30 tokensAlways available to the agent
SKILL.md
242 tokensWhen the skill is activated
Reference documents
8,984 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset1,129 bytesSKILL.mdcore1,345 bytesagents/openai.yamlasset202 bytesreferences/build.mddoc4,819 bytesreferences/debug.mddoc3,483 bytesreferences/eval-pack.mddoc6,026 bytesreferences/integrate.mddoc4,813 bytesreferences/qa.mddoc2,663 bytesreferences/review.mddoc5,422 bytesreferences/ship.mddoc10,410 bytesreferences/task-context.mddoc6,732 bytesreferences/verification.mddoc5,583 bytes
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# qa
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
Customer-journey evidence and acceptance gaps.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/qa.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubreadout
When your agent uses it
Prepare a sponsor update separating promised outcomes, measured results and customer acceptance. Use for progress readouts or defending a delivery claim.
What it loads into context
Frontmatter
32 tokensAlways available to the agent
SKILL.md
246 tokensWhen the skill is activated
Reference documents
5,413 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset657 bytesSKILL.mdcore1,364 bytesagents/openai.yamlasset210 bytesreferences/board-memo.mddoc5,754 bytesreferences/business-case.mddoc6,392 bytesreferences/readout.mddoc6,714 bytesreferences/task-context.mddoc6,732 bytes
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# readout
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A sponsor update separating promises, results and acceptance.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/readout.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubred-team
When your agent uses it
Stress-test a plan, brief or delivery claim against evidence and plausible failure modes. Use when the user asks for a red team or preparation for a consequential decision.
What it loads into context
Frontmatter
39 tokensAlways available to the agent
SKILL.md
255 tokensWhen the skill is activated
Reference documents
2,825 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset455 bytesSKILL.mdcore1,389 bytesagents/openai.yamlasset202 bytesreferences/red-team.mddoc6,669 bytesreferences/task-context.mddoc6,732 bytes
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# red-team
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A critique of weak claims, failure modes and corrective actions.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/red-team.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubrescue
When your agent uses it
Triage an outage, loss of stakeholder trust or a failing engagement direction. Use for urgent recovery; distinguish diagnosis from authorized production mitigation.
What it loads into context
Frontmatter
33 tokensAlways available to the agent
SKILL.md
245 tokensWhen the skill is activated
Reference documents
2,848 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset453 bytesSKILL.mdcore1,365 bytesagents/openai.yamlasset201 bytesreferences/rescue.mddoc7,731 bytesreferences/task-context.mddoc6,732 bytes
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# rescue
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A recovery plan and evidence of authorized mitigation.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/rescue.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubreview
When your agent uses it
Review a proposed customer code change against its intended outcome and operational risks. Use for a diff or PR review; report evidence and actionable findings.
What it loads into context
Frontmatter
34 tokensAlways available to the agent
SKILL.md
246 tokensWhen the skill is activated
Reference documents
8,984 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset1,129 bytesSKILL.mdcore1,356 bytesagents/openai.yamlasset212 bytesreferences/build.mddoc4,819 bytesreferences/debug.mddoc3,483 bytesreferences/eval-pack.mddoc6,026 bytesreferences/integrate.mddoc4,813 bytesreferences/qa.mddoc2,663 bytesreferences/review.mddoc5,422 bytesreferences/ship.mddoc10,410 bytesreferences/task-context.mddoc6,732 bytesreferences/verification.mddoc5,583 bytes
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# review
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
Actionable findings tied to the intended outcome.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/review.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubrollback
When your agent uses it
Prepare and rehearse a recovery path for an intended release. Use when rollback is assumed, untested or previously failed; follow the environment authority for any drill.
What it loads into context
Frontmatter
38 tokensAlways available to the agent
SKILL.md
251 tokensWhen the skill is activated
Reference documents
2,352 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset455 bytesSKILL.mdcore1,382 bytesagents/openai.yamlasset201 bytesreferences/rollback.mddoc5,004 bytesreferences/task-context.mddoc6,732 bytes
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# rollback
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A rollback drill with recovery evidence and remaining gaps.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/rollback.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubrunbook
When your agent uses it
Write an operating runbook from the delivered system and verified procedures. Use when the customer team or a successor needs to operate without the original engineer.
What it loads into context
Frontmatter
36 tokensAlways available to the agent
SKILL.md
250 tokensWhen the skill is activated
Reference documents
9,793 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset849 bytesSKILL.mdcore1,372 bytesagents/openai.yamlasset213 bytesreferences/close.mddoc10,491 bytesreferences/encode-pattern.mddoc7,562 bytesreferences/land.mddoc14,042 bytesreferences/runbook.mddoc4,625 bytesreferences/task-context.mddoc6,732 bytesreferences/verification.mddoc5,583 bytes
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# runbook
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
An operating runbook with recovery steps and ownership.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/runbook.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubscope
When your agent uses it
Assess a new customer request against agreed scope, trade-offs and ownership. Use when an engagement expands or a custom feature needs a commitment decision.
What it loads into context
Frontmatter
34 tokensAlways available to the agent
SKILL.md
248 tokensWhen the skill is activated
Reference documents
2,618 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset457 bytesSKILL.mdcore1,353 bytesagents/openai.yamlasset185 bytesreferences/hold-scope.mddoc7,002 bytesreferences/task-context.mddoc6,732 bytes
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# scope
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A scope decision with trade-offs and ownership.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/hold-scope.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubscore-use-cases
When your agent uses it
Compare competing customer use cases by value, feasibility and evidence. Use when several problems compete for delivery capacity.
What it loads into context
Frontmatter
30 tokensAlways available to the agent
SKILL.md
250 tokensWhen the skill is activated
Reference documents
3,981 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset565 bytesSKILL.mdcore1,360 bytesagents/openai.yamlasset223 bytesreferences/business-case.mddoc6,392 bytesreferences/score-use-cases.mddoc6,485 bytesreferences/task-context.mddoc6,732 bytes
Read SKILL.md
# score-use-cases
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A ranked use-case shortlist with evidence and trade-offs.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/score-use-cases.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubship
When your agent uses it
Prepare or execute an authorized controlled release with verified checks, recovery and an operating owner. Use when a customer increment is ready for deployment.
What it loads into context
Frontmatter
33 tokensAlways available to the agent
SKILL.md
245 tokensWhen the skill is activated
Reference documents
8,984 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset1,129 bytesSKILL.mdcore1,358 bytesagents/openai.yamlasset192 bytesreferences/build.mddoc4,819 bytesreferences/debug.mddoc3,483 bytesreferences/eval-pack.mddoc6,026 bytesreferences/integrate.mddoc4,813 bytesreferences/qa.mddoc2,663 bytesreferences/review.mddoc5,422 bytesreferences/ship.mddoc10,410 bytesreferences/task-context.mddoc6,732 bytesreferences/verification.mddoc5,583 bytes
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# ship
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A controlled release result with recovery and ownership.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/ship.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubswitch-clients
When your agent uses it
Switch between existing customer engagements and triage competing needs. Use when context switching causes confusion; requires engagement records and preserves one client per write.
What it loads into context
Frontmatter
36 tokensAlways available to the agent
SKILL.md
258 tokensWhen the skill is activated
Reference documents
3,377 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset563 bytesSKILL.mdcore1,410 bytesagents/openai.yamlasset222 bytesreferences/switch-clients.mddoc5,967 bytesreferences/task-context.mddoc6,732 bytesreferences/verification.mddoc5,583 bytes
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# switch-clients
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A refreshed client binding and cross-client triage.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/switch-clients.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubtest-assumptions
When your agent uses it
Challenge a proposed solution by identifying and testing consequential assumptions. Use when the brief feels too certain or discovery reveals contradictions.
What it loads into context
Frontmatter
32 tokensAlways available to the agent
SKILL.md
251 tokensWhen the skill is activated
Reference documents
3,024 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset463 bytesSKILL.mdcore1,384 bytesagents/openai.yamlasset215 bytesreferences/task-context.mddoc6,732 bytesreferences/test-assumptions.mddoc7,900 bytes
Read SKILL.md
# test-assumptions
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A ranked set of assumptions and ways to test them.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/test-assumptions.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubwhat-breaks
When your agent uses it
Assess the impact of a proposed change on dependencies and shared infrastructure. Use before touching unfamiliar or consequential systems.
What it loads into context
Frontmatter
29 tokensAlways available to the agent
SKILL.md
244 tokensWhen the skill is activated
Reference documents
2,436 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset458 bytesSKILL.mdcore1,346 bytesagents/openai.yamlasset208 bytesreferences/task-context.mddoc6,732 bytesreferences/what-breaks.mddoc5,466 bytes
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# what-breaks
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A blast-radius assessment and mitigation plan.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/what-breaks.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubwho-decides
When your agent uses it
Map stakeholders, decision rights, influence and blockers from supplied evidence. Use when ownership is unclear or the stakeholder landscape changes.
What it loads into context
Frontmatter
32 tokensAlways available to the agent
SKILL.md
249 tokensWhen the skill is activated
Reference documents
2,525 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Principles
Scripts executed separately
../../bin/generate-skills.js
Files
../../bin/generate-skills.jsruns9,955 bytes.fde-generated.jsonasset458 bytesSKILL.mdcore1,363 bytesagents/openai.yamlasset200 bytesreferences/task-context.mddoc6,732 bytesreferences/who-decides.mddoc6,859 bytes
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# who-decides
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->
## Purpose
A stakeholder map with decision rights and unknowns.
Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/who-decides.md).
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
View the complete source on GitHubSkills included
- audit
- board-memo
- brief
- build
- business-case
- connect
- dashboard
- debrief
- debug
- demo-prep
- discover
- earn-trust
- evaluate
- fde
- feedback
- handoff
- ingest
- integrate
- options
- plan
- poc
- prioritize
- qa
- readout
- red-team
- rescue
- review
- rollback
- runbook
- scope
- score-use-cases
- ship
- switch-clients
- test-assumptions
- what-breaks
- who-decides
Repository facts
- License
- MIT
- Created
- Jun 25, 2026
- Last pushed
- Oct 21, 2026
- Forks
- 90
- Open issues
- 0
- Project activity
- Active
Rank over the last 12 weeks
Now #928 · best #670 · down 202 in 30 days
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57 earlier periods
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Before you install
Local scriptsAutomated signals, not a guarantee
Checked Nov 4, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 42 notes
.claude/commands/outcome.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/connect/agents/openai.yaml:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/connect/agents/openai.yaml:1Analysis incomplete: Referenced executable target unavailable; not analyzed.claude/commands/outcome.md:1Plugin-wide analysis incomplete; see repository notes.claude/commands/outcome.md:1Plugin-wide analysis incomplete; see repository notes.claude/commands/outcome.md:1Plugin-wide analysis incomplete; see repository notes.claude/commands/outcome.md:1Plugin-wide analysis incomplete; see repository notesskills/connect/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/connect/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/connect/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/connect/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed.claude/commands/outcome.md:1Plugin-wide analysis incomplete; see repository notes.claude/commands/outcome.md:1Plugin-wide analysis incomplete; see repository notes.claude/commands/outcome.md:1Plugin-wide analysis incomplete; see repository notes.claude/commands/outcome.md:1Plugin-wide analysis incomplete; see repository notes.claude/commands/outcome.md:1Plugin-wide analysis incomplete; see repository notes.claude/commands/outcome.md:1Plugin-wide analysis incomplete; see repository notes.claude/commands/outcome.md:1Plugin-wide analysis incomplete; see repository notesskills/fde/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed.claude/commands/outcome.md:1Plugin-wide analysis incomplete; see repository notes
- No broad tool permissions
- No dangerous shell commands
- 10 network referencesin 3 files: .claude-plugin/plugin.json:9 .claude-plugin/marketplace.json:3 skills/README.md:5
- No hidden or obfuscated text
- No instruction overrides
- 35 executable scriptsin 1 file: bin/generate-skills.js:1
- No access to secrets
- No requests to vote in Hot
Show all 45 signals by file
.claude-plugin/marketplace.json
.claude-plugin/plugin.json
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"author": { "name": "Subash Natarajan", "url": "https://github.com/suboss87" - Network accessline 10
"name": "Subash Natarajan", "url": "https://github.com/suboss87" }, - Network accessline 11
"url": "https://github.com/suboss87" - Network accessline 12
}, "homepage": "https://github.com/suboss87/fdeops", "repository": "https://github.com/suboss87/fdeops", - Network accessline 13
"homepage": "https://github.com/suboss87/fdeops", - Network accessline 14
"repository": "https://github.com/suboss87/fdeops",
bin/generate-skills.js
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skills/README.md
- Network accessline 5
The [complete catalog](https://github.com/suboss87/FDEOps/blob/Main/docs/skills-reference.md) groups every installable skill by the work it supports. Start with the [README](../README.md) for installation and examples.
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
No combined signals at this commit.
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Native | Manifest .claude-plugin/marketplace.json | .claude/skills/<skill-name>/ |
| Codex | Native | Manifest AGENTS.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skills/audit/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skills/audit/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skills/audit/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skills/audit/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.